BMW Group
Senior ML Ops Engineer - Architecture & Strategy(m/w/x)
Full-timeOn-siteSenior
München
New Job?Nejo!
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AUAutoScout24
Senior Data Scientist, Economics(m/w/x)
München
Full-timeOn-siteSenior
AI/ML
Data Science
Nejo AI Summary
Designing and building ML, econometric, and GenAI systems for vehicle pricing and valuation. Several years of production ML system experience required. Culture of growth with over 50 nationalities represented.
Requirements
- Degree in Computer Science, Engineering, Mathematics, Economics, Econometrics, or related quantitative field, or equivalent practical experience
- Several years of experience building and operating ML or quantitative systems in production
- Strong Python and modern ML frameworks expertise for shipping, operating, and evolving ML systems
- Experience deploying and operating ML systems on AWS or comparable cloud platforms
- Solid understanding of ML system design, experimentation, and MLOps practices
- Experience applying GenAI techniques in applied or production contexts, understanding trade-offs and limitations
- Strong understanding of marketplace dynamics, pricing, or valuation problems, and ability to translate into quantitative models
- Ability to influence technical decisions through strong judgment and collaboration, not formal authority
- Experience supporting and guiding other data scientists through technical feedback and code reviews
- Strong sense of ownership and accountability for outcomes, pragmatic approach to trade-offs and delivery
Tasks
- Design and build ML, econometric, and GenAI systems
- Frame and solve complex problems in system design
- Deploy, monitor, and continuously improve ML systems
- Implement machine learning models for vehicle pricing
- Evolve cross-market valuation framework for B2B, B2C, and C2B
- Translate supply-demand patterns into scalable models
- Make architectural and methodological decisions for ML systems
- Identify GenAI applications in valuation systems
- Extract signals from unstructured vehicle data
- Improve modeling workflows with GenAI techniques
- Partner with Product and Engineering teams
- Transform marketplace problems into ML solutions
- Operate ML systems across multiple countries and markets
- Mentor data scientists through collaboration and reviews
Work Experience
- approx. 4 - 6 years
Education
- Bachelor's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- AWS
Benefits
Other Benefits
- Culture of growth
Informal Culture
- Over 50 nationalities represented
- Welcome people of all backgrounds
Mentorship & Coaching
- Tools, training, and support
- Reach your potential
Learning & Development
- Learn new skills
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of AutoScout24 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.
Not a perfect match?
- HARMAN
Manager/Principal AI Architect - Orchestration AI(m/w/x)
Full-timeOn-siteManagementGarching bei München - AutoScout24
Principal Data Scientist(m/w/x)
Full-timeOn-siteSeniorMünchenfrom USD 80,000 - 100,000 / year - BMW Group
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Senior AI Scientist, LLM(m/w/x)
Full-timeOn-siteSeniorMünchen
AUAutoScout24
Senior Data Scientist, Economics(m/w/x)
München
Full-timeOn-siteSenior
AI/ML
Data Science
Nejo AI Summary
Designing and building ML, econometric, and GenAI systems for vehicle pricing and valuation. Several years of production ML system experience required. Culture of growth with over 50 nationalities represented.
Requirements
- Degree in Computer Science, Engineering, Mathematics, Economics, Econometrics, or related quantitative field, or equivalent practical experience
- Several years of experience building and operating ML or quantitative systems in production
- Strong Python and modern ML frameworks expertise for shipping, operating, and evolving ML systems
- Experience deploying and operating ML systems on AWS or comparable cloud platforms
- Solid understanding of ML system design, experimentation, and MLOps practices
- Experience applying GenAI techniques in applied or production contexts, understanding trade-offs and limitations
- Strong understanding of marketplace dynamics, pricing, or valuation problems, and ability to translate into quantitative models
- Ability to influence technical decisions through strong judgment and collaboration, not formal authority
- Experience supporting and guiding other data scientists through technical feedback and code reviews
- Strong sense of ownership and accountability for outcomes, pragmatic approach to trade-offs and delivery
Tasks
- Design and build ML, econometric, and GenAI systems
- Frame and solve complex problems in system design
- Deploy, monitor, and continuously improve ML systems
- Implement machine learning models for vehicle pricing
- Evolve cross-market valuation framework for B2B, B2C, and C2B
- Translate supply-demand patterns into scalable models
- Make architectural and methodological decisions for ML systems
- Identify GenAI applications in valuation systems
- Extract signals from unstructured vehicle data
- Improve modeling workflows with GenAI techniques
- Partner with Product and Engineering teams
- Transform marketplace problems into ML solutions
- Operate ML systems across multiple countries and markets
- Mentor data scientists through collaboration and reviews
Work Experience
- approx. 4 - 6 years
Education
- Bachelor's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- AWS
Benefits
Other Benefits
- Culture of growth
Informal Culture
- Over 50 nationalities represented
- Welcome people of all backgrounds
Mentorship & Coaching
- Tools, training, and support
- Reach your potential
Learning & Development
- Learn new skills
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of AutoScout24 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
AutoScout24
Industry
IT
Description
The company is a high-growth organization in the digital automotive marketplace.
Not a perfect match?
- BMW Group
Senior ML Ops Engineer - Architecture & Strategy(m/w/x)
Full-timeOn-siteSeniorMünchen - HARMAN
Manager/Principal AI Architect - Orchestration AI(m/w/x)
Full-timeOn-siteManagementGarching bei München - AutoScout24
Principal Data Scientist(m/w/x)
Full-timeOn-siteSeniorMünchenfrom USD 80,000 - 100,000 / year - BMW Group
Senior Applied AI / ML Data Engineer(m/w/x)
Full-timeOn-siteSeniorMünchen - Resaro
Senior AI Scientist, LLM(m/w/x)
Full-timeOn-siteSeniorMünchen