LiveEO GmbH
Senior Space Systems Engineer(m/w/x)
Full-timeWith HomeofficeSenior
Berlin
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LILiveEO GmbH
Senior ML Engineer(m/w/x)
Berlin
Full-timeWith Home OfficeSenior
AI/ML
Data Science
Nejo AI Summary
Adapting state-of-the-art remote sensing and foundation models for satellite imagery AI; designing multimodal SAR-optical models. Deep PyTorch and PyTorch Lightning experience required. Time off for overtime.
Requirements
- Strong Python engineering fundamentals
- Deep experience with PyTorch and PyTorch Lightning
- Experience training deep learning models at scale
- Understanding of ML experimentation and tracking
- Strong CV fundamentals and debugging skills
- Hands-on experience with satellite imagery
- Ownership and proactive work ethic
- Clear communication and collaboration skills
- Pragmatic mindset balancing research and delivery
- Ability to structure complex ambiguity
- Experience with Ray for distributed computing
- Experience with Prefect or similar orchestration
- Familiarity with AWS or cloud platforms
- Geospatial experience including GDAL and Rasterio
- Knowledge of PostgreSQL or similar
- Familiarity with VLMs and LLMs
- Experience adapting geospatial foundation models
Tasks
- Adapt state-of-the-art remote sensing and foundation models
- Design and iterate on multimodal SAR-optical models
- Develop bitemporal and multitemporal data representations
- Standardize and preprocess high-resolution satellite imagery
- Drive dataset quality diagnostics and co-registration checks
- Build scalable training and evaluation pipelines
- Perform systematic failure analysis across acquisition conditions
- Deliver production-ready ML components and monitoring signals
- Collaborate with product teams to drive business value
- Define labeling guidelines with the data annotation team
Work Experience
- 5 - 7 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- PyTorch Lightning
- MLflow
- Databricks
- Ray
- Prefect
- AWS
- GDAL
- Rasterio
- GeoPandas
- STAC
- PostgreSQL
- Vision-Language Models
- LLMs
Benefits
Flexible Working
- Flexible working hours
- Hybrid work model
Career Advancement
- Career development support
More Vacation Days
- Time off for overtime
Informal Culture
- Collaborative and learning environment
Learning & Development
- Internal workshops
- Knowledge sharing sessions
Other Benefits
- Journal clubs and hackathons
Modern Office
- Central Kreuzberg office
Snacks & Drinks
- Free fruit, nuts, drinks
Competitive Pay
- Employee stock option program
Healthcare & Fitness
- Urban Sports membership
Public Transport Subsidies
- BVG subsidy
Retirement Plans
- Corporate pension program
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of LiveEO GmbH 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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LILiveEO GmbH
Senior ML Engineer(m/w/x)
Berlin
Full-timeWith Home OfficeSenior
AI/ML
Data Science
Nejo AI Summary
Adapting state-of-the-art remote sensing and foundation models for satellite imagery AI; designing multimodal SAR-optical models. Deep PyTorch and PyTorch Lightning experience required. Time off for overtime.
Requirements
- Strong Python engineering fundamentals
- Deep experience with PyTorch and PyTorch Lightning
- Experience training deep learning models at scale
- Understanding of ML experimentation and tracking
- Strong CV fundamentals and debugging skills
- Hands-on experience with satellite imagery
- Ownership and proactive work ethic
- Clear communication and collaboration skills
- Pragmatic mindset balancing research and delivery
- Ability to structure complex ambiguity
- Experience with Ray for distributed computing
- Experience with Prefect or similar orchestration
- Familiarity with AWS or cloud platforms
- Geospatial experience including GDAL and Rasterio
- Knowledge of PostgreSQL or similar
- Familiarity with VLMs and LLMs
- Experience adapting geospatial foundation models
Tasks
- Adapt state-of-the-art remote sensing and foundation models
- Design and iterate on multimodal SAR-optical models
- Develop bitemporal and multitemporal data representations
- Standardize and preprocess high-resolution satellite imagery
- Drive dataset quality diagnostics and co-registration checks
- Build scalable training and evaluation pipelines
- Perform systematic failure analysis across acquisition conditions
- Deliver production-ready ML components and monitoring signals
- Collaborate with product teams to drive business value
- Define labeling guidelines with the data annotation team
Work Experience
- 5 - 7 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- PyTorch Lightning
- MLflow
- Databricks
- Ray
- Prefect
- AWS
- GDAL
- Rasterio
- GeoPandas
- STAC
- PostgreSQL
- Vision-Language Models
- LLMs
Benefits
Flexible Working
- Flexible working hours
- Hybrid work model
Career Advancement
- Career development support
More Vacation Days
- Time off for overtime
Informal Culture
- Collaborative and learning environment
Learning & Development
- Internal workshops
- Knowledge sharing sessions
Other Benefits
- Journal clubs and hackathons
Modern Office
- Central Kreuzberg office
Snacks & Drinks
- Free fruit, nuts, drinks
Competitive Pay
- Employee stock option program
Healthcare & Fitness
- Urban Sports membership
Public Transport Subsidies
- BVG subsidy
Retirement Plans
- Corporate pension program
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of LiveEO GmbH 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
LiveEO GmbH
Industry
Science
Description
The company leverages satellite imagery and AI to provide actionable insights for decision-making across various industries.
Not a perfect match?
- LiveEO GmbH
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