Home › Companies › Resaroai › Solution Architect / Implementation Lead
Solution Architect / Implementation Lead
Resaroai · Munich, Bavaria, 80333, Germany · On Site · Active · BambooHR
Job facts
| Field | Value |
|---|---|
| Company | Resaroai |
| Title | Solution Architect / Implementation Lead |
| Normalized title | - |
| Department / team | Embedded Team - DE |
| Location | Munich, Bavaria |
| Work model | On Site |
| Employment type | Full Time |
| Salary | - |
| Status | active |
| ATS provider | BambooHR |
| Posted / first seen | 2026-02-23 / 2026-05-30 |
| Changed / last seen | 2026-05-30 / 2026-06-06 |
Related slices
| Page | What it contains | Open |
|---|---|---|
| Company jobs | Active postings from Resaroai. | Open |
| Company breakdowns | Role, location, ATS, and work model facets for this company. | Open |
| ATS provider jobs | Active postings observed through BambooHR. | Open |
| Provider filtered search | The same provider as a filtered job collection. | Open |
| City jobs | Active postings in Munich. | Open |
| Department jobs | Active postings in Embedded Team - DE. | Open |
| Work model jobs | Active On Site 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 | Resaroai |
| Source | 73c75124-6f1a-4720-ab36-38de6a06689e |
| ATS provider | BambooHR |
Description
Resaro builds advanced AI testing software to help organizations verify, validate, and trust their most critical AI systems — from computer vision to generative AI and autonomous systems . Our mission is to ensure that AI technologies deployed in real-world, high-stakes environments are robust, explainable, and secure.
We work closely with our customers through embedded delivery teams who operate on-site or in close collaboration. These teams tailor solutions to specific mission needs, helping organizations — especially in the public safety and national security sectors — evaluate and improve the performance of their AI-enabled systems.
About the Role
As a Solution Architect at Resaro, you will be embedded in customer projects, acting as the primary interface between the customer’s mission teams and our internal technical teams. You will shape the design and delivery of custom AI testing solutions for a variety of application types, from chatbots and RAG agents to perception systems, object detection models and autonomous systems.
You will define solutions, guide engineering efforts, and ensure smooth delivery in complex, high-security settings.
Key Responsibilities
Customer Engagement & Discovery
Lead early discovery sessions and solution workshops with defence and law enforcement agencies focused on national security and public safety.
Map out client workflows and environment relating to data, processes, tools and orchestration.
Identify customer pain points and translate them into actionable solution concepts.
Solution Design
Define the AI testing, evaluation, verification and valuation (TEVV) roadmaps tailored to GenAI or Computer Vision use cases.
Adapt TEVV strategies for different modalities, such as image classification, segmentation, text generation, and autonomous perception.
Prioritize features and tasks for the technical team based on mission value and delivery constraints.
Contribute to the build, run and scale our Approved Intelligence Platform and AI Solution Quality Index (ASQI) incl. Our OSS project ASQI engineer for AI applications, e.g.:
GenAI systems : hallucination detection, prompt variability, multi-turn coherence.
CV systems : robustness to perturbations, real-world performance drift, fairness and edge case handling.
Collaboration & Delivery
Work closely with Software Engineers, ML Scientists, and UI/UX designers to ensure solution quality.
Build reusable project plans and proposals to accelerate engagement across clients with similar needs.
Manage cross-functional teams and oversee project delivery , timelines, and deliverables.
Act as the primary stakeholder interface and communicate progress and risks effectively.
Domain-Specific Insight
Understand customer AI development/deployment priorities, concerns, and pain points to pre-empt their solution needs.
Understand technical deployment constraints in high-security and high-sensitivity settings , such as air-gapped networks, compliance, and cyber/information security requirements.
Navigate procurement processes and support proposal development or tender responses.
Domain and AI Expertise
Guide the hardening of AI systems , identifying risks (e.g., hallucinations, prompt sensitivity) and potential solutions for defence and law enforcement teams.
Provide insights on what and how to test Gen AI systems for use cases relevant to defence and national security clients.
Evaluate and recommend AI testing tools, platforms, and methods (e.g., PromptBench, LangSmith, OpenAI evals, CVAT, FiftyOne, DeepChecks), understanding their trade-offs.
Must-Have Skills and Experience
Partner with Product Management to translate product vision, customer problems, and market opportunities into end‑to‑end solution architectures and technical roadmaps that support a product-led growth strategy.
About 5+ years of experience as a Solution/Software/Cloud Architect or senior engineer designing customer-facing digital products or platforms, or a similar role.
Strong foundation in Software Engineering - you are not just a "concept" person; you can read code ( e.g. Python), understand API structures, and validate overall technical feasibility by yourself.
Familiarity with common AI use cases like chatbots, RAG applications, agents, perception, surveillance and autonomous systems.
Strong skills in requirements gathering , stakeholder communication, and solution scoping.
Apply your ontology modeling expertise for Resaro's ASQI framework to deal with structured representations of business entities and AI workflows.
Demonstrated success in leading cross-functional teams to deliver technical solutions.
Understanding of AI/ML lifecycle and the state-of-the-art approaches and limitations of testing and validating complex models.
Prior exposure or experience with directly engaging senior stakeholders from Director to C-suite level.
Nice-to-Have
Technical background in ML, AI engineering, or data science.
Hands-on experience with AI tooling (e.g.LangChain, LlamaIndex, YOLO, Detectron2, Hugging Face, FiftyOne, Nvidia).
Familiarity with AI evaluation frameworks (e.g., LangSmith, PromptBench, OpenEval, VBench, MEVA).
Prior experience navigating government procurement processes (RFIs, RFPs, SBIRs).
Prior experience in high-security, low-visibility agencies involved with defence, national security, or public safety.
Knowledge of deployment constraints in high-security or classified environments.
Prior security clearance at Government CONFIDENTIAL and above.
Why Join Resaro
Work on mission-critical AI systems in defence, aerospace, and public safety.
Help define the future of AI testing and assurance in real-world environments.
Collaborate with a tight-knit, expert team working at the intersection of AI, systems engineering, and policy.
Shape product direction while being close to the operational reality of AI deployments.
Resaro is an Equal Opportunity Employer. We respect each individual and support the diverse cultures, perspectives, skills and experiences within our teams.
Full job record
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| Provider | bamboohr |
| Provider Job Key | 87 |
| Title | Solution Architect / Implementation Lead |
| Normalized Title | — |
| Status | active |
| Active | yes |
| Location Text | Munich, Bavaria, 80333, Germany |
| Department | Embedded Team - DE |
| Team | — |
| Employment Type | full_time |
| Workplace Type | on_site |
| Remote Policy | — |
| Country | — |
| Region | Bavaria |
| City | Munich |
| Salary Raw | — |
| Salary Min | — |
| Salary Max | — |
| Salary Currency | — |
| Salary Period | — |
| Source URL | https://resaroai.bamboohr.com/careers/87 |
| Apply URL | https://resaroai.bamboohr.com/careers/87 |
| First Seen At | 2026-05-30 05:52:50Z |
| Last Seen At | 2026-06-06 10:19:42Z |
| Last Checked At | 2026-06-06 10:19:42Z |
| Last Changed At | 2026-05-30 05:52:50Z |
| Inactive At | — |
| Source Posted At | 2026-02-23 00:00:00Z |
| Source Updated At | — |
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"description": "<p><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">Resaro</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> builds advanced </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">AI testing software</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> to help organizations verify, validate, and trust their most critical AI systems — from </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">computer vision</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> to </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">generative AI</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> and </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">autonomous systems</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">. Our mission is to ensure that AI technologies deployed in real-world, high-stakes environments are robust, explainable, and secure.</span></p>\n<p><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">We work closely with our customers through </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">embedded delivery teams</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> who operate on-site or in close collaboration. These teams tailor solutions to specific mission needs, helping organizations — especially in the </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">public safety and national security sectors</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> — evaluate and improve the performance of their AI-enabled systems.</span></p>\n<p><br></p>\n<p><span style=\"font-family: Arial, sans-serif; font-size: 12pt; font-weight: bold\">About the Role</span></p>\n<p><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">As a </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">Solution Architect</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> at Resaro, you will be embedded in customer projects, acting as the primary interface between the customer’s mission teams and our internal technical teams. You will shape the design and delivery of </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">custom AI testing solutions</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> for a variety of application types, from chatbots and RAG agents to perception systems, object detection models and autonomous systems.</span></p>\n<p><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">You will define solutions, guide engineering efforts, and ensure smooth delivery in complex, high-security settings.</span></p>\n<p><br></p>\n<p><br></p>\n<p><span style=\"font-family: Arial, sans-serif; font-size: 12pt; font-weight: bold\">Key Responsibilities</span></p>\n<ul>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">Customer Engagement & Discovery</span>\n<ul>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Lead early discovery sessions and solution workshops with defence and law enforcement agencies focused on national security and public safety.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Map out client workflows and environment relating to data, processes, tools and orchestration. </span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Identify customer pain points and translate them into actionable solution concepts.</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"><br><br></span></li>\n</ul>\n</li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">Solution Design</span>\n<ul>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Define the </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">AI testing, evaluation, verification and valuation (TEVV) roadmaps </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">tailored to GenAI or Computer Vision use cases.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Adapt TEVV strategies for different modalities, such as image classification, segmentation, text generation, and autonomous perception.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Prioritize features and tasks for the technical team based on mission value and delivery constraints.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Contribute to the build, run and scale our Approved Intelligence Platform and AI Solution Quality Index (ASQI) incl. Our OSS project ASQI engineer for AI applications, e.g.: </span>\n<ul>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">GenAI systems</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">: hallucination detection, prompt variability, multi-turn coherence.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">CV systems</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">: robustness to perturbations, real-world performance drift, fairness and edge case handling.</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"><br><br></span></li>\n</ul>\n</li>\n</ul>\n</li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">Collaboration & Delivery</span>\n<ul>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Work closely with Software Engineers, ML Scientists, and UI/UX designers to ensure solution quality.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Build reusable project plans and proposals to accelerate engagement across clients with similar needs.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Manage cross-functional teams and </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">oversee project delivery</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">, timelines, and deliverables.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Act as the primary stakeholder interface and communicate progress and risks effectively.</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"><br><br></span></li>\n</ul>\n</li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">Domain-Specific Insight</span>\n<ul>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Understand customer AI development/deployment priorities, concerns, and pain points to pre-empt their solution needs.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Understand technical deployment constraints in </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">high-security and high-sensitivity settings</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">, such as air-gapped networks, compliance, and cyber/information security requirements.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Navigate procurement processes and support proposal development or tender responses. </span></li>\n</ul>\n</li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">Domain and AI Expertise</span>\n<ul>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Guide the </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">hardening of AI systems</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">, identifying risks (e.g., hallucinations, prompt sensitivity) and potential solutions for defence and law enforcement teams.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Provide insights on what and how to test Gen AI systems for use cases relevant to </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">defence and national security clients.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Evaluate and recommend AI testing tools, platforms, and methods (e.g., PromptBench, LangSmith, OpenAI evals, CVAT, FiftyOne, DeepChecks), understanding their trade-offs.</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"><br><br></span></li>\n</ul>\n</li>\n</ul>\n<p><span style=\"font-family: Arial, sans-serif; font-size: 12pt; font-weight: bold\">Must-Have Skills and Experience</span></p>\n<ul>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Partner with Product Management to translate product vision, customer problems, and market opportunities into end‑to‑end solution architectures and technical roadmaps that support a product-led growth strategy.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">About 5+ years of experience as a Solution/Software/Cloud Architect or senior engineer designing customer-facing digital products or platforms, or a similar role.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Strong foundation in Software Engineering - you are not just a \"concept\" person; you can read code ( e.g. Python), understand API structures, and validate overall technical feasibility by yourself.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Familiarity with </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">common AI use cases</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> like chatbots, RAG applications, agents, perception, surveillance and autonomous systems.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Strong skills in </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">requirements gathering</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">, stakeholder communication, and solution scoping.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Apply your ontology modeling expertise for Resaro's ASQI framework to deal with structured representations of business entities and AI workflows.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Demonstrated success in </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">leading cross-functional teams</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> to deliver technical solutions.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Understanding of AI/ML lifecycle and the state-of-the-art approaches and limitations of testing and validating complex models.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Prior exposure or experience with directly engaging senior stakeholders from Director to C-suite level.</span></li>\n</ul>\n<p><br></p>\n<p><span style=\"font-family: Arial, sans-serif; font-size: 12pt; font-weight: bold\">Nice-to-Have</span></p>\n<ul>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Technical background in ML, AI engineering, or data science.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Hands-on experience with </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">AI tooling</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> (e.g.LangChain, LlamaIndex, YOLO, Detectron2, Hugging Face, FiftyOne, Nvidia).</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Familiarity with AI evaluation frameworks (e.g., LangSmith, PromptBench, OpenEval, VBench, MEVA).</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Prior experience navigating </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">government procurement processes</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> (RFIs, RFPs, SBIRs).</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Prior experience in high-security, low-visibility agencies involved with defence, national security, or public safety.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Knowledge of </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">deployment constraints</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> in high-security or classified environments.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Prior security clearance at Government CONFIDENTIAL and above.</span></li>\n</ul>\n<p><br></p>\n<p><span style=\"font-family: Arial, sans-serif; font-size: 12pt; font-weight: bold\">Why Join Resaro</span></p>\n<ul>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Work on </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">mission-critical AI systems</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> in defence, aerospace, and public safety.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Help define the future of </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">AI testing and assurance</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> in real-world environments.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Collaborate with a </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">tight-knit, expert team</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> working at the intersection of AI, systems engineering, and policy.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Shape product direction while being close to the operational reality of AI deployments.</span></li>\n</ul>\n<p><br><br></p>\n<p><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"><span style=\"color: rgba(0, 0, 0, 0.9); font-size: 10pt\">Resaro is an Equal Opportunity Employer. We respect each individual and support the diverse cultures, perspectives, skills and experiences within our teams.</span></span></p>",
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