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Operations and Logistics Data Analyst
Comfrt · Remote · Active · JazzHR / ApplyToJob
Job facts
| Field | Value |
|---|---|
| Company | Comfrt |
| Title | Operations and Logistics Data Analyst |
| Normalized title | - |
| Department / team | - |
| Location | - |
| Work model | Remote / Remote |
| Employment type | Full Time |
| Salary | - |
| Status | active |
| ATS provider | JazzHR / ApplyToJob |
| Posted / first seen | 2026-05-27 / 2026-05-30 |
| Changed / last seen | 2026-05-30 / 2026-06-22 |
Related slices
| Page | What it contains | Open |
|---|---|---|
| Company jobs | Active postings from Comfrt. | Open |
| Company breakdowns | Role, location, ATS, and work model facets for this company. | Open |
| ATS provider jobs | Active postings observed through JazzHR / ApplyToJob. | Open |
| Provider filtered search | The same provider as a filtered job collection. | Open |
| Work model jobs | Active Remote postings. | Open |
| Lifecycle events | Open, update, close, and reopen events for this posting. | Open |
| Original posting | Canonical source or apply URL captured from the ATS. | Open |
Linked records
| Company | Comfrt |
| Source | 59868466-93f0-49e8-9e67-0af452519c32 |
| ATS provider | JazzHR / ApplyToJob |
Description
About Us
Comfrt is one of the fastest-growing direct-to-consumer brands, dedicated to blending mental wellness, inclusivity, and elevated comfort into every piece we create. Our mission goes beyond clothing — we strive to build a community where everyone feels supported and seen.
Role Overview The Operations & Logistics Data Analyst is the data backbone of Comfrt's operational engine, responsible for building, maintaining, and evolving the reporting infrastructure that drives decision making across CX, US Operations, International Operations, and Logistics. This role translates raw data from our 3PL partners, carriers, and internal systems into clear, actionable insights that enable leadership to identify inefficiencies, reduce cost to serve, and optimize performance across every fulfillment touchpoint. By ensuring operational metrics are accurate, accessible, and connected to business outcomes, this role plays a critical part in Comfrt's ability to scale with speed and precision.
Key Responsibilities
Dashboard Development & Reporting: Build, automate and maintain dashboards across CX performance, domestic and international operations, logistics, and fulfillment cost performance. Develop and automate core reporting. Operations & Logistics Analytics: Analyze fulfillment performance data across 3PLs (Flexport, Passport Global) and carriers to identify cost, efficiency, and quality trends for Supply Chain analytics. Identify emerging operational issues through data before they escalate - proactively flag risks to leadership Monitor inbound supply chain metrics (PO receipt accuracy, vendor performance etc) and support the build out of the cost to serve model, connecting CX, fulfillment, returns, and shipping costs Data Integrity & Process Improvement: Own the quality, accuracy, and consistency of all operational data across reporting systems. Identify gaps in data collection or reporting infrastructure and propose scalable solutions Partner with Data Engineering to evolve the overall data architecture as the business scales into new markets and 3PL relationships CX & Customer Impact Reporting: Build and maintain dashboards for Customer Experience business function covering ticket volume, SLA performance, contact drivers, agent productivity etc Partner with BI and Customer Data Analysts to develop LTV and retention reporting that connects CX resolution quality to repeat purchase rate and customer lifetime value Support conversation intelligence initiatives with Siena to auto cluster ticket themes and surface sentiment trends Build predictive models to forecast ticket volume, return rates, and backlog risk based on order volume, promotions, and product launches
Technical Requirements
SQL and BI Tools: Strong proficiency in SQL and building reports in BI tools to automate existing manual processes (Looker, PowerBI, Tableau. Experience with Looker and LookML is a bonus Advanced Excel: Advanced Excel and/or Google Sheets skills, including pivot tables, complex formulas, and data modeling Data Feeds and Pipelines: Experience working with 3PL data feeds, WMS systems, or logistics platforms (Flexport, Passport, or similar a plus), and automating manual processes CX Platforms: Familiarity with CX platforms such as Gorgias or Zendesk is a plus.
Qualifications 3-5+ years of experience in data analytics, business intelligence, or operations reporting, preferably in ecommerce, retail, or logistics Strong understanding of ecommerce fulfillment operations including inbound, outbound, returns, and carrier performance. Familiarity with CX platforms such as Gorgias or Zendesk is a plus Exceptional ability to tell an easily digestible story from complex analysis and datasets Curious and proactive with an analytical mindset. This candidate does further than reporting - they want to know “why” and how to apply their findings to the business. Self-starter who can manage multiple priorities and deadlines without heavy oversight Why Join Comfrt?
Be part of a purpose-driven company that’s shaping the future of comfort and mental wellness. Work in a supportive, creative environment where your ideas and growth are valued. Enjoy Comfrt benefits such as generous paid time off, company-covered health insurance, 5% 401k match, and discounts on all Comfrt products! Join a passionate team making an impact on exciting projects, all while enjoying the flexibility and collaborative support of a fully remote environment. Comfrt is an equal opportunity employer. We are committed to building a team that represents a variety of backgrounds, perspectives, and skills.
Full job record
| Job ID | 566186ce65f115e82f7a4b4aac483e5fae3f601f |
| Org ID | edb7cbb9-3b93-4698-87e8-8c087853b4e0 |
| Source ID | 59868466-93f0-49e8-9e67-0af452519c32 |
| Board ID | 59868466-93f0-49e8-9e67-0af452519c32 |
| Provider | jazzhr |
| Provider Job Key | V1HsxM6ArE |
| Title | Operations and Logistics Data Analyst |
| Normalized Title | — |
| Status | active |
| Active | yes |
| Location Text | — |
| Department | — |
| Team | — |
| Employment Type | full_time |
| Workplace Type | remote |
| Remote Policy | remote |
| Country | — |
| Region | — |
| City | — |
| Salary Raw | — |
| Salary Min | — |
| Salary Max | — |
| Salary Currency | — |
| Salary Period | — |
| Source URL | https://comfrt.applytojob.com/apply/V1HsxM6ArE/Operations-And-Logistics-Data-Analyst |
| Apply URL | https://comfrt.applytojob.com/apply/V1HsxM6ArE/Operations-And-Logistics-Data-Analyst |
| First Seen At | 2026-05-30 05:49:42Z |
| Last Seen At | 2026-06-22 14:38:38Z |
| Last Checked At | 2026-06-22 14:38:38Z |
| Last Changed At | 2026-05-30 05:49:42Z |
| Inactive At | — |
| Source Posted At | 2026-05-27 00:00:00Z |
| Source Updated At | — |
| Raw Payload Uri | s3://job-postings-prod-raw-590183727216/raw/provider=jazzhr/board=comfrt/date=2026-06-22/2026-06-22T14-38-36-505Z-ff8c91e4042077447913e709a9d92225ae0b29d67f50bcb104b489e15e2b0209.json |
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"description_html": "<h2 style=\"line-height:1.38;margin-top:24px;margin-bottom:5px;\"><span style=\"font-size:14px;\"><font color=\"#000000\" face=\"Arial, sans-serif\"><span><b>About Us</b></span></font><br><span style=\"font-variant:normal;white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Comfrt is one of the fastest-growing direct-to-consumer brands, dedicated to blending mental wellness, inclusivity, and elevated comfort into every piece we create. Our mission goes beyond clothing — we strive to build a community where everyone feels supported and seen. </span></span></span></span></span></span><br><br><br><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Role Overview</span></span></span></span></span></span></span></h2><p style=\"line-height:1.38;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">The Operations & Logistics Data Analyst is the data backbone of Comfrt's operational engine, responsible for building, maintaining, and evolving the reporting infrastructure that drives decision making across CX, US Operations, International Operations, and Logistics. This role translates raw data from our 3PL partners, carriers, and internal systems into clear, actionable insights that enable leadership to identify inefficiencies, reduce cost to serve, and optimize performance across every fulfillment touchpoint. By ensuring operational metrics are accurate, accessible, and connected to business outcomes, this role plays a critical part in Comfrt's ability to scale with speed and precision.</span></span></span></span></span></span></span></p><br><p style=\"line-height:1.38;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Key Responsibilities</span></span></span></span></span></span></span></p><ul><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Dashboard Development & Reporting:</span></span></span><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\"> Build, automate and maintain dashboards across CX performance, domestic and international operations, logistics, and fulfillment cost performance. Develop and automate core reporting.</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Operations & Logistics Analytics:</span></span></span></span></span></span></span><ul><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Analyze fulfillment performance data across 3PLs (Flexport, Passport Global) and carriers to identify cost, efficiency, and quality trends for Supply Chain analytics.</span></span></span></span></span></span></span></li><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Identify emerging operational issues through data before they escalate - proactively flag risks to leadership</span></span></span></span></span></span></span></li><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Monitor inbound supply chain metrics (PO receipt accuracy, vendor performance etc) and support the build out of the cost to serve model, connecting CX, fulfillment, returns, and shipping costs</span></span></span></span></span></span></span></li></ul></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Data Integrity & Process Improvement:</span></span></span></span></span></span></span><ul><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Own the quality, accuracy, and consistency of all operational data across reporting systems. Identify gaps in data collection or reporting infrastructure and propose scalable solutions</span></span></span></span></span></span></span></li><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Partner with Data Engineering to evolve the overall data architecture as the business scales into new markets and 3PL relationships</span></span></span></span></span></span></span></li></ul></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">CX & Customer Impact Reporting:</span></span></span><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\"> </span></span></span></span></span></span></span><ul><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Build and maintain dashboards for Customer Experience business function covering ticket volume, SLA performance, contact drivers, agent productivity etc</span></span></span></span></span></span></span></li><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Partner with BI and Customer Data Analysts to develop LTV and retention reporting that connects CX resolution quality to repeat purchase rate and customer lifetime value</span></span></span></span></span></span></span></li><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Support conversation intelligence initiatives with Siena to auto cluster ticket themes and surface sentiment trends</span></span></span></span></span></span></span></li><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Build predictive models to forecast ticket volume, return rates, and backlog risk based on order volume, promotions, and product launches</span></span></span></span></span></span></span></li></ul></li></ul><p style=\"line-height:1.38;\"></p><p><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Technical Requirements</span></span></span></span></span></span></span></p><ul><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">SQL and BI Tools: </span></span></span><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Strong proficiency in SQL and building reports in BI tools to automate existing manual processes (Looker, PowerBI, Tableau. Experience with Looker and LookML is a bonus</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Advanced Excel: </span></span></span><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Advanced Excel and/or Google Sheets skills, including pivot tables, complex formulas, and data modeling</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Data Feeds and Pipelines:</span></span></span><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\"> Experience working with 3PL data feeds, WMS systems, or logistics platforms (Flexport, Passport, or similar a plus), and automating manual processes</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">CX Platforms: </span></span></span><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Familiarity with CX platforms such as Gorgias or Zendesk is a plus.</span></span></span></span></span></span></span></li></ul><div style=\"list-style-type:disc;\"></div><h3 style=\"line-height:1.38;margin-top:19px;margin-bottom:5px;\"><br><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Qualifications</span></span></span></span></span></span></span></h3><ul><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">3-5+ years of experience in data analytics, business intelligence, or operations reporting, preferably in ecommerce, retail, or logistics</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Strong understanding of ecommerce fulfillment operations including inbound, outbound, returns, and carrier performance.</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Familiarity with CX platforms such as Gorgias or Zendesk is a plus</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Exceptional ability to tell an easily digestible story from complex analysis and datasets</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Curious and proactive with an analytical mindset. This candidate does further than reporting - they want to know “why” and how to apply their findings to the business.</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Self-starter who can manage multiple priorities and deadlines without heavy oversight</span></span></span></span></span></span></span></li></ul><div style=\"list-style-type:disc;\"> <p style=\"line-height:1.3800000000000001;\"><span style=\"font-size:11pt;font-variant:normal;white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Why Join Comfrt?</span></span></span></span></span></span></p><ul><li style=\"list-style-type:disc;\"><span style=\"font-size:11pt;font-variant:normal;white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Be part of a purpose-driven company that’s shaping the future of comfort and mental wellness.</span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:11pt;font-variant:normal;white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Work in a supportive, creative environment where your ideas and growth are valued.</span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:11pt;font-variant:normal;white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Enjoy Comfrt benefits such as generous paid time off, company-covered health insurance, 5% 401k match, and discounts on all Comfrt products! </span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:11pt;font-variant:normal;white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Join a passionate team making an impact on exciting projects, all while enjoying the flexibility and collaborative support of a fully remote environment.</span></span></span></span></span></span></li></ul> <p style=\"line-height:1.3800000000000001;\"><span style=\"font-size:11pt;font-variant:normal;white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:italic;\"><span style=\"text-decoration:none;\">Comfrt is an equal opportunity employer. We are committed to building a team that represents a variety of backgrounds, perspectives, and skills.</span></span></span></span></span></span></p><br> </div>",
"description_text": "About Us\n Comfrt is one of the fastest-growing direct-to-consumer brands, dedicated to blending mental wellness, inclusivity, and elevated comfort into every piece we create. Our mission goes beyond clothing — we strive to build a community where everyone feels supported and seen.\n Role Overview\n The Operations & Logistics Data Analyst is the data backbone of Comfrt's operational engine, responsible for building, maintaining, and evolving the reporting infrastructure that drives decision making across CX, US Operations, International Operations, and Logistics. This role translates raw data from our 3PL partners, carriers, and internal systems into clear, actionable insights that enable leadership to identify inefficiencies, reduce cost to serve, and optimize performance across every fulfillment touchpoint. By ensuring operational metrics are accurate, accessible, and connected to business outcomes, this role plays a critical part in Comfrt's ability to scale with speed and precision.\n Key Responsibilities\n Dashboard Development & Reporting: Build, automate and maintain dashboards across CX performance, domestic and international operations, logistics, and fulfillment cost performance. Develop and automate core reporting.\n Operations & Logistics Analytics: Analyze fulfillment performance data across 3PLs (Flexport, Passport Global) and carriers to identify cost, efficiency, and quality trends for Supply Chain analytics.\n Identify emerging operational issues through data before they escalate - proactively flag risks to leadership\n Monitor inbound supply chain metrics (PO receipt accuracy, vendor performance etc) and support the build out of the cost to serve model, connecting CX, fulfillment, returns, and shipping costs\n Data Integrity & Process Improvement: Own the quality, accuracy, and consistency of all operational data across reporting systems. Identify gaps in data collection or reporting infrastructure and propose scalable solutions\n Partner with Data Engineering to evolve the overall data architecture as the business scales into new markets and 3PL relationships\n CX & Customer Impact Reporting: Build and maintain dashboards for Customer Experience business function covering ticket volume, SLA performance, contact drivers, agent productivity etc\n Partner with BI and Customer Data Analysts to develop LTV and retention reporting that connects CX resolution quality to repeat purchase rate and customer lifetime value\n Support conversation intelligence initiatives with Siena to auto cluster ticket themes and surface sentiment trends\n Build predictive models to forecast ticket volume, return rates, and backlog risk based on order volume, promotions, and product launches\n Technical Requirements\n SQL and BI Tools: Strong proficiency in SQL and building reports in BI tools to automate existing manual processes (Looker, PowerBI, Tableau. Experience with Looker and LookML is a bonus\n Advanced Excel: Advanced Excel and/or Google Sheets skills, including pivot tables, complex formulas, and data modeling\n Data Feeds and Pipelines: Experience working with 3PL data feeds, WMS systems, or logistics platforms (Flexport, Passport, or similar a plus), and automating manual processes\n CX Platforms: Familiarity with CX platforms such as Gorgias or Zendesk is a plus.\n Qualifications\n 3-5+ years of experience in data analytics, business intelligence, or operations reporting, preferably in ecommerce, retail, or logistics\n Strong understanding of ecommerce fulfillment operations including inbound, outbound, returns, and carrier performance.\n Familiarity with CX platforms such as Gorgias or Zendesk is a plus\n Exceptional ability to tell an easily digestible story from complex analysis and datasets\n Curious and proactive with an analytical mindset. This candidate does further than reporting - they want to know “why” and how to apply their findings to the business.\n Self-starter who can manage multiple priorities and deadlines without heavy oversight\n Why Join Comfrt?\n Be part of a purpose-driven company that’s shaping the future of comfort and mental wellness.\n Work in a supportive, creative environment where your ideas and growth are valued.\n Enjoy Comfrt benefits such as generous paid time off, company-covered health insurance, 5% 401k match, and discounts on all Comfrt products!\n Join a passionate team making an impact on exciting projects, all while enjoying the flexibility and collaborative support of a fully remote environment.\n Comfrt is an equal opportunity employer. We are committed to building a team that represents a variety of backgrounds, perspectives, and skills.",
"jsonld_jobposting": {
"url": "https://comfrt.applytojob.com/apply/V1HsxM6ArE/Operations-And-Logistics-Data-Analyst",
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"title": "Operations and Logistics Data Analyst",
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"datePosted": "2026-05-27",
"description": "<h2 style=\"line-height:1.38;margin-top:24px;margin-bottom:5px;\"><span style=\"font-size:14px;\"><font color=\"#000000\" face=\"Arial, sans-serif\"><span><b>About Us</b></span></font><br><span style=\"font-variant:normal;white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Comfrt is one of the fastest-growing direct-to-consumer brands, dedicated to blending mental wellness, inclusivity, and elevated comfort into every piece we create. Our mission goes beyond clothing — we strive to build a community where everyone feels supported and seen. </span></span></span></span></span></span><br><br><br><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Role Overview</span></span></span></span></span></span></span></h2><p style=\"line-height:1.38;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">The Operations & Logistics Data Analyst is the data backbone of Comfrt's operational engine, responsible for building, maintaining, and evolving the reporting infrastructure that drives decision making across CX, US Operations, International Operations, and Logistics. This role translates raw data from our 3PL partners, carriers, and internal systems into clear, actionable insights that enable leadership to identify inefficiencies, reduce cost to serve, and optimize performance across every fulfillment touchpoint. By ensuring operational metrics are accurate, accessible, and connected to business outcomes, this role plays a critical part in Comfrt's ability to scale with speed and precision.</span></span></span></span></span></span></span></p><br><p style=\"line-height:1.38;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Key Responsibilities</span></span></span></span></span></span></span></p><ul><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Dashboard Development & Reporting:</span></span></span><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\"> Build, automate and maintain dashboards across CX performance, domestic and international operations, logistics, and fulfillment cost performance. Develop and automate core reporting.</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Operations & Logistics Analytics:</span></span></span></span></span></span></span><ul><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Analyze fulfillment performance data across 3PLs (Flexport, Passport Global) and carriers to identify cost, efficiency, and quality trends for Supply Chain analytics.</span></span></span></span></span></span></span></li><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Identify emerging operational issues through data before they escalate - proactively flag risks to leadership</span></span></span></span></span></span></span></li><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Monitor inbound supply chain metrics (PO receipt accuracy, vendor performance etc) and support the build out of the cost to serve model, connecting CX, fulfillment, returns, and shipping costs</span></span></span></span></span></span></span></li></ul></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Data Integrity & Process Improvement:</span></span></span></span></span></span></span><ul><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Own the quality, accuracy, and consistency of all operational data across reporting systems. Identify gaps in data collection or reporting infrastructure and propose scalable solutions</span></span></span></span></span></span></span></li><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Partner with Data Engineering to evolve the overall data architecture as the business scales into new markets and 3PL relationships</span></span></span></span></span></span></span></li></ul></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">CX & Customer Impact Reporting:</span></span></span><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\"> </span></span></span></span></span></span></span><ul><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Build and maintain dashboards for Customer Experience business function covering ticket volume, SLA performance, contact drivers, agent productivity etc</span></span></span></span></span></span></span></li><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Partner with BI and Customer Data Analysts to develop LTV and retention reporting that connects CX resolution quality to repeat purchase rate and customer lifetime value</span></span></span></span></span></span></span></li><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Support conversation intelligence initiatives with Siena to auto cluster ticket themes and surface sentiment trends</span></span></span></span></span></span></span></li><li style=\"list-style-type:circle;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Build predictive models to forecast ticket volume, return rates, and backlog risk based on order volume, promotions, and product launches</span></span></span></span></span></span></span></li></ul></li></ul><p style=\"line-height:1.38;\"></p><p><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Technical Requirements</span></span></span></span></span></span></span></p><ul><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">SQL and BI Tools: </span></span></span><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Strong proficiency in SQL and building reports in BI tools to automate existing manual processes (Looker, PowerBI, Tableau. Experience with Looker and LookML is a bonus</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Advanced Excel: </span></span></span><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Advanced Excel and/or Google Sheets skills, including pivot tables, complex formulas, and data modeling</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Data Feeds and Pipelines:</span></span></span><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\"> Experience working with 3PL data feeds, WMS systems, or logistics platforms (Flexport, Passport, or similar a plus), and automating manual processes</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">CX Platforms: </span></span></span><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Familiarity with CX platforms such as Gorgias or Zendesk is a plus.</span></span></span></span></span></span></span></li></ul><div style=\"list-style-type:disc;\"></div><h3 style=\"line-height:1.38;margin-top:19px;margin-bottom:5px;\"><br><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Qualifications</span></span></span></span></span></span></span></h3><ul><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">3-5+ years of experience in data analytics, business intelligence, or operations reporting, preferably in ecommerce, retail, or logistics</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Strong understanding of ecommerce fulfillment operations including inbound, outbound, returns, and carrier performance.</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Familiarity with CX platforms such as Gorgias or Zendesk is a plus</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Exceptional ability to tell an easily digestible story from complex analysis and datasets</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Curious and proactive with an analytical mindset. This candidate does further than reporting - they want to know “why” and how to apply their findings to the business.</span></span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:14px;\"><span style=\"white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Self-starter who can manage multiple priorities and deadlines without heavy oversight</span></span></span></span></span></span></span></li></ul><div style=\"list-style-type:disc;\"> <p style=\"line-height:1.3800000000000001;\"><span style=\"font-size:11pt;font-variant:normal;white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:700;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Why Join Comfrt?</span></span></span></span></span></span></p><ul><li style=\"list-style-type:disc;\"><span style=\"font-size:11pt;font-variant:normal;white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Be part of a purpose-driven company that’s shaping the future of comfort and mental wellness.</span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:11pt;font-variant:normal;white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Work in a supportive, creative environment where your ideas and growth are valued.</span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:11pt;font-variant:normal;white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Enjoy Comfrt benefits such as generous paid time off, company-covered health insurance, 5% 401k match, and discounts on all Comfrt products! </span></span></span></span></span></span></li><li style=\"list-style-type:disc;\"><span style=\"font-size:11pt;font-variant:normal;white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:normal;\"><span style=\"text-decoration:none;\">Join a passionate team making an impact on exciting projects, all while enjoying the flexibility and collaborative support of a fully remote environment.</span></span></span></span></span></span></li></ul> <p style=\"line-height:1.3800000000000001;\"><span style=\"font-size:11pt;font-variant:normal;white-space:pre-wrap;\"><span style=\"font-family:Arial, sans-serif;\"><span style=\"color:#000000;\"><span style=\"font-weight:400;\"><span style=\"font-style:italic;\"><span style=\"text-decoration:none;\">Comfrt is an equal opportunity employer. We are committed to building a team that represents a variety of backgrounds, perspectives, and skills.</span></span></span></span></span></span></p><br> </div>",
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