Flip GmbH
Senior AI Engineer(m/w/x)
Full-timeWith HomeofficeSenior
Berlin, Stuttgart
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AKakirolabs
Senior AI Engineer(m/w/x)
Berlin
Full-timeWith Home OfficeSenior
AI/ML
Data Science
Nejo AI Summary
Designing and integrating AI features for strategic procurement platform. 3+ years NLP and agent orchestration experience required. 30 days vacation, company-sponsored team building.
Requirements
- 5+ years of Data Science, Computer Science, or related field experience
- Bachelor+ degree in Computer Science, Information Technology, or related field
- 3+ years in NLP
- Focus on agents and agentic orchestration
- Published scholarly papers (big plus)
- Business trips within Europe on demand (3-4 per year)
Tasks
- Design and integrate AI features into product flows
- Collaborate with Product on AI feature requirements
- Translate procurement logic into structured prompts and schemas
- Work closely with other engineering teams
- Develop AI infrastructure and orchestration (proxies, lambdas, streaming)
- Follow existing architecture and design correct approaches
- Work with Python services, Fast API, REST APIs, streaming, and deployment constraints
- Collaborate on infrastructure topics without being pure MLOps
- Ensure AI quality, evaluation, and alignment with business logic
- Refine, support, and continuously improve AI features
- Design and run evaluation pipelines for AI features
- Monitor and upgrade AI feature quality continuously
- Implement custom, business-logic-driven checks for LLM outputs
- Evaluate RAG and LLM accuracy, consistency, and hallucination controls
- Write and maintain validation logic and guardrail code
- Ensure AI governance and EU AI Act compliance
- Work under EU AI Act constraints and internal governance
- Document model usage, data flows, and risks for each AI feature
- Define guardrails with Product and Security teams
- Participate in training, documentation, and audits
- Own building models and safe, secure AI operations
- Monitor AI component logs and metrics
- Specify and interpret monitoring for AI flows
- Understand versioning and backwards compatibility of AI outputs
- Communicate clearly with Product, Engineering, Security, and Business teams
- Translate DS/ML decisions into clear Jira tickets and Confluence docs
- Explain AI issues, limitations, and improvements to customers and CS
- Lead or co-lead refinements, design reviews, and post-mortems for AI features
- Research and deliver focused PoCs/MVPs based on product/tech roadmap
- Stay updated with LLM, RAG, and evaluation research
- Translate relevant research ideas into shippable solutions
- Justify model, architecture, and vendor choices for procurement use cases
- Maintain a research backlog and prioritize by product impact and feasibility
- Document research decisions and learnings
- Work with agentic frameworks (e.g., LangGraph, CrewAI, AutoGen)
- Implement advanced reasoning techniques (Chain-of-Thought, ReAct, Plan-and-Execute)
- Define safe APIs and connect agents to external systems
- Implement memory and state management (short-term and vector-based)
- Design benchmarks to measure agent performance
- Ensure reliability and cost-efficiency of AI systems
- Implement guardrails to prevent prompt injection and maintain ethical, legal compliance
- Translate business goals into agent workflows
- Critically evaluate AI outputs for errors or bias
- Communicate complex AI reasoning effectively to stakeholders
Work Experience
- 5 years
Education
- Bachelor's degree
Languages
- English – Business Fluent
Benefits
More Vacation Days
- 30 days of vacation
Team Events
- Team building company events
- Social activities
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of akirolabs and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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AKakirolabs
Senior AI Engineer(m/w/x)
Berlin
Full-timeWith Home OfficeSenior
AI/ML
Data Science
Nejo AI Summary
Designing and integrating AI features for strategic procurement platform. 3+ years NLP and agent orchestration experience required. 30 days vacation, company-sponsored team building.
Requirements
- 5+ years of Data Science, Computer Science, or related field experience
- Bachelor+ degree in Computer Science, Information Technology, or related field
- 3+ years in NLP
- Focus on agents and agentic orchestration
- Published scholarly papers (big plus)
- Business trips within Europe on demand (3-4 per year)
Tasks
- Design and integrate AI features into product flows
- Collaborate with Product on AI feature requirements
- Translate procurement logic into structured prompts and schemas
- Work closely with other engineering teams
- Develop AI infrastructure and orchestration (proxies, lambdas, streaming)
- Follow existing architecture and design correct approaches
- Work with Python services, Fast API, REST APIs, streaming, and deployment constraints
- Collaborate on infrastructure topics without being pure MLOps
- Ensure AI quality, evaluation, and alignment with business logic
- Refine, support, and continuously improve AI features
- Design and run evaluation pipelines for AI features
- Monitor and upgrade AI feature quality continuously
- Implement custom, business-logic-driven checks for LLM outputs
- Evaluate RAG and LLM accuracy, consistency, and hallucination controls
- Write and maintain validation logic and guardrail code
- Ensure AI governance and EU AI Act compliance
- Work under EU AI Act constraints and internal governance
- Document model usage, data flows, and risks for each AI feature
- Define guardrails with Product and Security teams
- Participate in training, documentation, and audits
- Own building models and safe, secure AI operations
- Monitor AI component logs and metrics
- Specify and interpret monitoring for AI flows
- Understand versioning and backwards compatibility of AI outputs
- Communicate clearly with Product, Engineering, Security, and Business teams
- Translate DS/ML decisions into clear Jira tickets and Confluence docs
- Explain AI issues, limitations, and improvements to customers and CS
- Lead or co-lead refinements, design reviews, and post-mortems for AI features
- Research and deliver focused PoCs/MVPs based on product/tech roadmap
- Stay updated with LLM, RAG, and evaluation research
- Translate relevant research ideas into shippable solutions
- Justify model, architecture, and vendor choices for procurement use cases
- Maintain a research backlog and prioritize by product impact and feasibility
- Document research decisions and learnings
- Work with agentic frameworks (e.g., LangGraph, CrewAI, AutoGen)
- Implement advanced reasoning techniques (Chain-of-Thought, ReAct, Plan-and-Execute)
- Define safe APIs and connect agents to external systems
- Implement memory and state management (short-term and vector-based)
- Design benchmarks to measure agent performance
- Ensure reliability and cost-efficiency of AI systems
- Implement guardrails to prevent prompt injection and maintain ethical, legal compliance
- Translate business goals into agent workflows
- Critically evaluate AI outputs for errors or bias
- Communicate complex AI reasoning effectively to stakeholders
Work Experience
- 5 years
Education
- Bachelor's degree
Languages
- English – Business Fluent
Benefits
More Vacation Days
- 30 days of vacation
Team Events
- Team building company events
- Social activities
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of akirolabs and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
About the Company
akirolabs
Industry
IT
Description
The company is an award-winning AI-powered platform that elevates procurement to a strategic business partner, addressing ESG challenges.
Not a perfect match?
- Flip GmbH
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