Lead Personalization & Data Architect

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{
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  "city": "Warsaw",
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  "slug": "lead-personalization-data-architect",
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  "highlight": "<p>Design a scalable “Intelligence Layer” enabling real-time personalization in a React Native app—high-impact, short-term role focused on architecture, data flow, and developer-friendly solutions.</p>",
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  "description": "<h3><span style=\"color:#121317\">Project-Based | Remote | Limited Engagement</span></h3><p><span style=\"color:#121317\">We are looking for an experienced </span><strong><span style=\"color:#121317\">Lead Architect</span></strong><span style=\"color:#121317\"> to design and shape the </span><strong><span style=\"color:#121317\">“Intelligence Layer”</span></strong><span style=\"color:#121317\"> of our React Native mobile application.</span></p><p><span style=\"color:#121317\">This is a </span><strong><span style=\"color:#121317\">high-impact, short-term consulting engagement</span></strong><span style=\"color:#121317\"> (a few hours total) focused on providing </span><strong><span style=\"color:#121317\">strategic architectural direction</span></strong><span style=\"color:#121317\">, not long-term implementation.</span></p>",
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  "published_at": "2026-04-02 09:20:19 UTC",
  "requirements": "<h2><span style=\"color:#121317\">About the Role</span></h2><p><span style=\"color:#121317\">You will act as the critical bridge between </span><strong><span style=\"color:#121317\">raw data systems</span></strong><span style=\"color:#121317\"> and our </span><strong><span style=\"color:#121317\">React Native engineering team</span></strong><span style=\"color:#121317\">.</span></p><p><span style=\"color:#121317\">Your mission is to design a system that enables our developers to deliver </span><strong><span style=\"color:#121317\">personalized user experiences effortlessly</span></strong><span style=\"color:#121317\"> — without requiring deep expertise in data science or CDP orchestration.</span></p><p><span style=\"color:#121317\">You’ll define:</span></p><ul><li><p><span style=\"color:#121317\">Data flow and architecture</span></p></li><li><p><span style=\"color:#121317\">System “contracts”</span></p></li><li><p><span style=\"color:#121317\">SDK and integration strategy</span></p></li></ul><p style=\"min-height: 1.7em;\"></p><h2><span style=\"color:#121317\">What You’ll Do</span></h2><h3><span style=\"color:#121317\">Strategy &amp; Architecture</span></h3><ul><li><p><strong><span style=\"color:#121317\">Design the Data “Plumbing”</span></strong><span style=\"color:#121317\"><br>Build a scalable architecture connecting:</span></p><ul><li><p><span style=\"color:#121317\">Historical data (Data Warehouse)</span></p></li><li><p><span style=\"color:#121317\">Real-time behavioral data (Streaming)<br>→ into a unified decisioning engine</span></p></li></ul></li><li><p><strong><span style=\"color:#121317\">Enable Developers</span></strong><span style=\"color:#121317\"><br>Create clean technical abstractions such as:</span></p><ul><li><p><span style=\"color:#121317\">React Context providers</span></p></li><li><p><span style=\"color:#121317\">Custom Hooks</span></p></li><li><p><span style=\"color:#121317\">API wrappers<br>So the mobile team can easily consume personalization logic</span></p></li></ul></li><li><p><strong><span style=\"color:#121317\">Own Identity Resolution</span></strong><span style=\"color:#121317\"><br>Define a cross-platform identity strategy ensuring seamless </span><strong><span style=\"color:#121317\">“guest recognition”</span></strong><span style=\"color:#121317\"> across web and mobile</span></p></li><li><p><strong><span style=\"color:#121317\">Define the Tech Stack</span></strong><span style=\"color:#121317\"><br>Recommend and justify the optimal combination of:</span></p><ul><li><p><span style=\"color:#121317\">CDP (Customer Data Platform)</span></p></li><li><p><span style=\"color:#121317\">Decisioning engine</span></p></li><li><p><span style=\"color:#121317\">Analytics tools<br>balancing power with ease of use</span></p></li></ul></li><li><p><strong><span style=\"color:#121317\">Establish Schema Governance</span></strong><span style=\"color:#121317\"><br>Create a global event taxonomy to ensure </span><strong><span style=\"color:#121317\">data consistency across the ecosystem</span></strong></p></li></ul><p style=\"min-height: 1.7em;\"></p><h2><span style=\"color:#121317\">About the Project</span></h2><ul><li><p><span style=\"color:#121317\">New initiative (greenfield architecture)</span></p></li><li><p><span style=\"color:#121317\">Focused on building a </span><strong><span style=\"color:#121317\">personalization intelligence layer</span></strong><span style=\"color:#121317\"> from the ground up</span></p></li><li><p><span style=\"color:#121317\">Designed to empower an existing React Native team</span></p></li></ul><p style=\"min-height: 1.7em;\"></p><h2><span style=\"color:#121317\">Must-Have Expertise</span></h2><ul><li><p><strong><span style=\"color:#121317\">Personalization Specialist</span></strong><span style=\"color:#121317\"><br>Proven experience designing </span><strong><span style=\"color:#121317\">closed-loop personalization systems</span></strong><span style=\"color:#121317\"><br></span><em><span style=\"color:#121317\">(Collect → Segment → Decide → Deliver)</span></em></p></li><li><p><strong><span style=\"color:#121317\">The Orchestrator</span></strong><span style=\"color:#121317\"><br>Deep expertise in </span><strong><span style=\"color:#121317\">Customer Data Platforms (CDPs)</span></strong><span style=\"color:#121317\"> and data routing strategies</span></p></li><li><p><strong><span style=\"color:#121317\">Decisioning Systems</span></strong><span style=\"color:#121317\"><br>Experience with:</span></p><ul><li><p><span style=\"color:#121317\">Feature flagging</span></p></li><li><p><span style=\"color:#121317\">Remote config tools</span></p></li><li><p><span style=\"color:#121317\">Dynamic UI rendering</span></p></li></ul></li><li><p><strong><span style=\"color:#121317\">Data Warehouse Fluency</span></strong><span style=\"color:#121317\"><br>Strong SQL skills and experience activating user segments from a warehouse</span></p></li><li><p><strong><span style=\"color:#121317\">Mobile-First Mindset</span></strong><span style=\"color:#121317\"><br>Solid understanding of:</span></p><ul><li><p><span style=\"color:#121317\">React Native architecture</span></p></li><li><p><span style=\"color:#121317\">Performance constraints</span></p></li><li><p><span style=\"color:#121317\">Offline-first scenarios</span></p></li><li><p><span style=\"color:#121317\">Asynchronous data flows</span></p></li></ul><p style=\"min-height: 1.7em;\"></p></li></ul><h2><span style=\"color:#121317\">Engagement Details</span></h2><ul><li><p><span style=\"color:#121317\">Short-term consulting (a few hours total)</span></p></li><li><p><span style=\"color:#121317\">Fully remote</span></p></li><li><p><span style=\"color:#121317\">Focus: </span><strong><span style=\"color:#121317\">architecture &amp; strategy only</span></strong><span style=\"color:#121317\"> (no long-term implementation expected)</span></p></li></ul><p style=\"min-height: 1.7em;\"></p><h2><span style=\"color:#121317\">Why This Role?</span></h2><ul><li><p><span style=\"color:#121317\">Shape a </span><strong><span style=\"color:#121317\">high-leverage architecture</span></strong><span style=\"color:#121317\"> with immediate impact</span></p></li><li><p><span style=\"color:#121317\">Work on a </span><strong><span style=\"color:#121317\">modern personalization stack</span></strong></p></li><li><p><span style=\"color:#121317\">Collaborate with a fast-moving mobile team</span></p></li><li><p><span style=\"color:#121317\">Deliver value quickly without long-term commitment</span></p></li></ul>",
  "translations": {
    "en": {
      "title": "Lead Personalization & Data Architect",
      "highlight": "<p>Design a scalable “Intelligence Layer” enabling real-time personalization in a React Native app—high-impact, short-term role focused on architecture, data flow, and developer-friendly solutions.</p>",
      "description": "<h3><span style=\"color:#121317\">Project-Based | Remote | Limited Engagement</span></h3><p><span style=\"color:#121317\">We are looking for an experienced </span><strong><span style=\"color:#121317\">Lead Architect</span></strong><span style=\"color:#121317\"> to design and shape the </span><strong><span style=\"color:#121317\">“Intelligence Layer”</span></strong><span style=\"color:#121317\"> of our React Native mobile application.</span></p><p><span style=\"color:#121317\">This is a </span><strong><span style=\"color:#121317\">high-impact, short-term consulting engagement</span></strong><span style=\"color:#121317\"> (a few hours total) focused on providing </span><strong><span style=\"color:#121317\">strategic architectural direction</span></strong><span style=\"color:#121317\">, not long-term implementation.</span></p>",
      "requirements": "<h2><span style=\"color:#121317\">About the Role</span></h2><p><span style=\"color:#121317\">You will act as the critical bridge between </span><strong><span style=\"color:#121317\">raw data systems</span></strong><span style=\"color:#121317\"> and our </span><strong><span style=\"color:#121317\">React Native engineering team</span></strong><span style=\"color:#121317\">.</span></p><p><span style=\"color:#121317\">Your mission is to design a system that enables our developers to deliver </span><strong><span style=\"color:#121317\">personalized user experiences effortlessly</span></strong><span style=\"color:#121317\"> — without requiring deep expertise in data science or CDP orchestration.</span></p><p><span style=\"color:#121317\">You’ll define:</span></p><ul><li><p><span style=\"color:#121317\">Data flow and architecture</span></p></li><li><p><span style=\"color:#121317\">System “contracts”</span></p></li><li><p><span style=\"color:#121317\">SDK and integration strategy</span></p></li></ul><p style=\"min-height: 1.7em;\"></p><h2><span style=\"color:#121317\">What You’ll Do</span></h2><h3><span style=\"color:#121317\">Strategy &amp; Architecture</span></h3><ul><li><p><strong><span style=\"color:#121317\">Design the Data “Plumbing”</span></strong><span style=\"color:#121317\"><br>Build a scalable architecture connecting:</span></p><ul><li><p><span style=\"color:#121317\">Historical data (Data Warehouse)</span></p></li><li><p><span style=\"color:#121317\">Real-time behavioral data (Streaming)<br>→ into a unified decisioning engine</span></p></li></ul></li><li><p><strong><span style=\"color:#121317\">Enable Developers</span></strong><span style=\"color:#121317\"><br>Create clean technical abstractions such as:</span></p><ul><li><p><span style=\"color:#121317\">React Context providers</span></p></li><li><p><span style=\"color:#121317\">Custom Hooks</span></p></li><li><p><span style=\"color:#121317\">API wrappers<br>So the mobile team can easily consume personalization logic</span></p></li></ul></li><li><p><strong><span style=\"color:#121317\">Own Identity Resolution</span></strong><span style=\"color:#121317\"><br>Define a cross-platform identity strategy ensuring seamless </span><strong><span style=\"color:#121317\">“guest recognition”</span></strong><span style=\"color:#121317\"> across web and mobile</span></p></li><li><p><strong><span style=\"color:#121317\">Define the Tech Stack</span></strong><span style=\"color:#121317\"><br>Recommend and justify the optimal combination of:</span></p><ul><li><p><span style=\"color:#121317\">CDP (Customer Data Platform)</span></p></li><li><p><span style=\"color:#121317\">Decisioning engine</span></p></li><li><p><span style=\"color:#121317\">Analytics tools<br>balancing power with ease of use</span></p></li></ul></li><li><p><strong><span style=\"color:#121317\">Establish Schema Governance</span></strong><span style=\"color:#121317\"><br>Create a global event taxonomy to ensure </span><strong><span style=\"color:#121317\">data consistency across the ecosystem</span></strong></p></li></ul><p style=\"min-height: 1.7em;\"></p><h2><span style=\"color:#121317\">About the Project</span></h2><ul><li><p><span style=\"color:#121317\">New initiative (greenfield architecture)</span></p></li><li><p><span style=\"color:#121317\">Focused on building a </span><strong><span style=\"color:#121317\">personalization intelligence layer</span></strong><span style=\"color:#121317\"> from the ground up</span></p></li><li><p><span style=\"color:#121317\">Designed to empower an existing React Native team</span></p></li></ul><p style=\"min-height: 1.7em;\"></p><h2><span style=\"color:#121317\">Must-Have Expertise</span></h2><ul><li><p><strong><span style=\"color:#121317\">Personalization Specialist</span></strong><span style=\"color:#121317\"><br>Proven experience designing </span><strong><span style=\"color:#121317\">closed-loop personalization systems</span></strong><span style=\"color:#121317\"><br></span><em><span style=\"color:#121317\">(Collect → Segment → Decide → Deliver)</span></em></p></li><li><p><strong><span style=\"color:#121317\">The Orchestrator</span></strong><span style=\"color:#121317\"><br>Deep expertise in </span><strong><span style=\"color:#121317\">Customer Data Platforms (CDPs)</span></strong><span style=\"color:#121317\"> and data routing strategies</span></p></li><li><p><strong><span style=\"color:#121317\">Decisioning Systems</span></strong><span style=\"color:#121317\"><br>Experience with:</span></p><ul><li><p><span style=\"color:#121317\">Feature flagging</span></p></li><li><p><span style=\"color:#121317\">Remote config tools</span></p></li><li><p><span style=\"color:#121317\">Dynamic UI rendering</span></p></li></ul></li><li><p><strong><span style=\"color:#121317\">Data Warehouse Fluency</span></strong><span style=\"color:#121317\"><br>Strong SQL skills and experience activating user segments from a warehouse</span></p></li><li><p><strong><span style=\"color:#121317\">Mobile-First Mindset</span></strong><span style=\"color:#121317\"><br>Solid understanding of:</span></p><ul><li><p><span style=\"color:#121317\">React Native architecture</span></p></li><li><p><span style=\"color:#121317\">Performance constraints</span></p></li><li><p><span style=\"color:#121317\">Offline-first scenarios</span></p></li><li><p><span style=\"color:#121317\">Asynchronous data flows</span></p></li></ul><p style=\"min-height: 1.7em;\"></p></li></ul><h2><span style=\"color:#121317\">Engagement Details</span></h2><ul><li><p><span style=\"color:#121317\">Short-term consulting (a few hours total)</span></p></li><li><p><span style=\"color:#121317\">Fully remote</span></p></li><li><p><span style=\"color:#121317\">Focus: </span><strong><span style=\"color:#121317\">architecture &amp; strategy only</span></strong><span style=\"color:#121317\"> (no long-term implementation expected)</span></p></li></ul><p style=\"min-height: 1.7em;\"></p><h2><span style=\"color:#121317\">Why This Role?</span></h2><ul><li><p><span style=\"color:#121317\">Shape a </span><strong><span style=\"color:#121317\">high-leverage architecture</span></strong><span style=\"color:#121317\"> with immediate impact</span></p></li><li><p><span style=\"color:#121317\">Work on a </span><strong><span style=\"color:#121317\">modern personalization stack</span></strong></p></li><li><p><span style=\"color:#121317\">Collaborate with a fast-moving mobile team</span></p></li><li><p><span style=\"color:#121317\">Deliver value quickly without long-term commitment</span></p></li></ul>",
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      "sharing_title": "Lead Personalization & Data Architect",
      "locations_question": "What is your preferred work location?",
      "sharing_description": "Project-Based | Remote | Limited EngagementWe are looking for an experienced Lead Architect to design and shape the “Intelligence Layer” of our React Native mobile application.This is a high-impact, s"
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      "id": 4042276,
      "body": "How many years of experience on this position you have? ",
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      "translations": {
        "en": {
          "body": "How many years of experience on this position you have? "
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              "body": "up to 3 years"
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              "body": "up to 5 years"
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              "body": "up to 8 years"
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              "body": "A1 (Beginner): Basic phrases, very limited communication."
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              "body": "B1 (Intermediate): Understands main points, handles routine IT discussions."
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          "body": "B2 (Upper Intermediate): Good operational command, fluent in most IT contexts.",
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            "en": {
              "body": "B2 (Upper Intermediate): Good operational command, fluent in most IT contexts."
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        },
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          "id": 6212066,
          "body": "C1 (Advanced): Highly proficient, effective communication in complex IT scenarios.",
          "position": 4,
          "translations": {
            "en": {
              "body": "C1 (Advanced): Highly proficient, effective communication in complex IT scenarios."
            }
          }
        },
        {
          "id": 6212067,
          "body": "C2 (Proficient): Near-native fluency, comprehensive understanding for any IT role.",
          "position": 5,
          "translations": {
            "en": {
              "body": "C2 (Proficient): Near-native fluency, comprehensive understanding for any IT role."
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      "id": 4042279,
      "body": "Do you have a Polish business entity that can invoice B2B, or are you willing to set one up before starting?",
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        "en": {
          "body": "Do you have a Polish business entity that can invoice B2B, or are you willing to set one up before starting?"
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        "en": {
          "body": "Which Country and City are you primarily based in?"
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      "id": 4042281,
      "body": "What is your preferred B2B net hourly rate [PLN]? \n\nPlease keep in mind that this rate should cover the use of your own computer and any vacation time, as we don't offer paid leave or benefits. It's easier to divide your expected salary by 168 hours.",
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      "translations": {
        "en": {
          "body": "What is your preferred B2B net hourly rate [PLN]? \n\nPlease keep in mind that this rate should cover the use of your own computer and any vacation time, as we don't offer paid leave or benefits. It's easier to divide your expected salary by 168 hours."
        }
      },
      "open_question_options": []
    },
    {
      "id": 4042282,
      "body": "Can you work on your computer?",
      "kind": "boolean",
      "options": {},
      "position": 7,
      "required": true,
      "translations": {
        "en": {
          "body": "Can you work on your computer?"
        }
      },
      "open_question_options": []
    },
    {
      "id": 4042283,
      "body": "When would you be available to start a new role?",
      "kind": "date",
      "options": {},
      "position": 8,
      "required": true,
      "translations": {
        "en": {
          "body": "When would you be available to start a new role?"
        }
      },
      "open_question_options": []
    },
    {
      "id": 4042284,
      "body": "Are you looking for a full-time commitment with your next role, or are you seeking something more flexible or parallel to other engagements?",
      "kind": "multi_choice",
      "options": {},
      "position": 9,
      "required": true,
      "translations": {
        "en": {
          "body": "Are you looking for a full-time commitment with your next role, or are you seeking something more flexible or parallel to other engagements?"
        }
      },
      "open_question_options": [
        {
          "id": 6212072,
          "body": "Part time",
          "position": 0,
          "translations": {
            "en": {
              "body": "Part time"
            }
          }
        },
        {
          "id": 6212073,
          "body": "Full time",
          "position": 1,
          "translations": {
            "en": {
              "body": "Full time"
            }
          }
        },
        {
          "id": 6212074,
          "body": "Both",
          "position": 2,
          "translations": {
            "en": {
              "body": "Both"
            }
          }
        }
      ]
    },
    {
      "id": 4042288,
      "body": "Have you designed a closed-loop personalization system (Collect → Segment → Decide → Deliver)? Briefly describe your role and architecture.",
      "kind": "text",
      "options": {},
      "position": 10,
      "required": true,
      "translations": {
        "en": {
          "body": "Have you designed a closed-loop personalization system (Collect → Segment → Decide → Deliver)? Briefly describe your role and architecture."
        }
      },
      "open_question_options": []
    },
    {
      "id": 4042289,
      "body": "Which Customer Data Platforms have you worked with as a central orchestration layer? What exactly did you implement?",
      "kind": "text",
      "options": {},
      "position": 11,
      "required": true,
      "translations": {
        "en": {
          "body": "Which Customer Data Platforms have you worked with as a central orchestration layer? What exactly did you implement?"
        }
      },
      "open_question_options": []
    },
    {
      "id": 4042291,
      "body": "What tools or approaches have you used for dynamic UI decisioning (e.g., feature flags, remote config)? Give a concrete example.",
      "kind": "text",
      "options": {},
      "position": 12,
      "required": true,
      "translations": {
        "en": {
          "body": "What tools or approaches have you used for dynamic UI decisioning (e.g., feature flags, remote config)? Give a concrete example."
        }
      },
      "open_question_options": []
    },
    {
      "id": 4042292,
      "body": "In 4–6 sentences: how would you architect a system that connects a Data Warehouse + real-time events to a mobile app for personalization?",
      "kind": "text",
      "options": {},
      "position": 13,
      "required": true,
      "translations": {
        "en": {
          "body": "In 4–6 sentences: how would you architect a system that connects a Data Warehouse + real-time events to a mobile app for personalization?"
        }
      },
      "open_question_options": []
    },
    {
      "id": 4042294,
      "body": "How would you make personalization logic easy to consume for a React Native team?",
      "kind": "text",
      "options": {},
      "position": 14,
      "required": true,
      "translations": {
        "en": {
          "body": "How would you make personalization logic easy to consume for a React Native team?"
        }
      },
      "open_question_options": []
    },
    {
      "id": 4042295,
      "body": "How comfortable are you with SQL and activating segments from a Data Warehouse? (Give an example)",
      "kind": "text",
      "options": {},
      "position": 15,
      "required": true,
      "translations": {
        "en": {
          "body": "How comfortable are you with SQL and activating segments from a Data Warehouse? (Give an example)"
        }
      },
      "open_question_options": []
    },
    {
      "id": 4042296,
      "body": "This is a short (few hours total) strategic consultation. Are you comfortable with this format?",
      "kind": "boolean",
      "options": {},
      "position": 16,
      "required": true,
      "translations": {
        "en": {
          "body": "This is a short (few hours total) strategic consultation. Are you comfortable with this format?"
        }
      },
      "open_question_options": []
    },
    {
      "id": 4042298,
      "body": "What is the biggest mistake teams make when implementing personalization systems?",
      "kind": "text",
      "options": {},
      "position": 17,
      "required": true,
      "translations": {
        "en": {
          "body": "What is the biggest mistake teams make when implementing personalization systems?"
        }
      },
      "open_question_options": []
    }
  ],
  "experience_code": "experienced",
  "careers_apply_url": "https://digitalforms.recruitee.com/o/lead-personalization-data-architect/c/new",
  "locations_question": "What is your preferred work location?",
  "max_hours_per_week": null,
  "min_hours_per_week": null,
  "options_salutation": "off",
  "sharing_description": "Project-Based | Remote | Limited EngagementWe are looking for an experienced Lead Architect to design and shape the “Intelligence Layer” of our React Native mobile application.This is a high-impact, s",
  "employment_type_code": "freelance",
  "options_cover_letter": "optional",
  "locations_question_type": "multiple_choice",
  "location_question_visible": false,
  "locations_question_required": true
}