LiveEO GmbH
Senior ML Engineer(m/w/x)
Full-timeWith HomeofficeSenior
Berlin
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LILiveEO GmbH
Senior Data Engineer - Remote Sensing & AI Pipelines(m/w/x)
Berlin
Full-timeWith Home OfficeSenior
AI/ML
Nejo AI Summary
Building satellite imagery processing pipelines with Prefect and Ray on AWS. Python mastery and distributed computing expertise required. Flexible hours, no overtime culture.
Requirements
- Mastery of Python for clean, maintainable, testable code
- Proficiency in Prefect or Airflow
- Proficiency in distributed computing frameworks like Ray or Anyscale
- Deep expertise in AWS infrastructure
- Deep expertise in Databricks for large-scale data processing
- Strong knowledge of PostgreSQL
- Strong knowledge of managing complex metadata at scale
- Pragmatic delivery mindset
- Balancing robust infrastructure with iterative delivery
- Experience with GDAL, Rasterio, GeoPandas, and STAC for Earth Observation data (plus)
- Familiarity with PyTorch Lightning and MLflow (plus)
- Basic knowledge of SAR preprocessing libraries and data formats (plus)
Tasks
- Build and maintain scalable data pipelines using Prefect and Ray
- Ingest, process, and standardize satellite imagery
- Own standardization of high-resolution SAR and optical imagery
- Perform normalization, tiling/chipping, and co-registration checks
- Optimize cloud-native stack on AWS
- Manage metadata and operational data stores with Databricks and PostgreSQL
- Partner with ML Engineers to deliver production-ready data components
- Develop inference interfaces for downstream teams
- Automate feedback loops on data quality with the annotation team
- Ensure datasets reflect real-world edge cases
- Implement monitoring signals for system reliability
- Establish deterministic evaluation frameworks for pipeline reproducibility
Work Experience
- approx. 4 - 6 years
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- Prefect
- Airflow
- Ray
- Anyscale
- AWS
- Databricks
- PostgreSQL
- GDAL
- Rasterio
- GeoPandas
- STAC
- PyTorch Lightning
- MLflow
Benefits
Flexible Working
- Flexible working hours
- Hybrid work model
Informal Culture
- No overtime culture
- Creative freedom
- Collaborative environment
- Diverse international environment
More Vacation Days
- Time off for overtime
Other Benefits
- Product improvement potential
Career Advancement
- Career development empowerment
Learning & Development
- Learning environment
- Internal workshops
- Knowledge sharing sessions
- Journal clubs
Team Events
- Hackathons
Modern Office
- Office in Berlin Kreuzberg
Snacks & Drinks
- Free fruit
- Free nuts
- Free 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 Data Engineer - Remote Sensing & AI Pipelines(m/w/x)
Berlin
Full-timeWith Home OfficeSenior
AI/ML
Nejo AI Summary
Building satellite imagery processing pipelines with Prefect and Ray on AWS. Python mastery and distributed computing expertise required. Flexible hours, no overtime culture.
Requirements
- Mastery of Python for clean, maintainable, testable code
- Proficiency in Prefect or Airflow
- Proficiency in distributed computing frameworks like Ray or Anyscale
- Deep expertise in AWS infrastructure
- Deep expertise in Databricks for large-scale data processing
- Strong knowledge of PostgreSQL
- Strong knowledge of managing complex metadata at scale
- Pragmatic delivery mindset
- Balancing robust infrastructure with iterative delivery
- Experience with GDAL, Rasterio, GeoPandas, and STAC for Earth Observation data (plus)
- Familiarity with PyTorch Lightning and MLflow (plus)
- Basic knowledge of SAR preprocessing libraries and data formats (plus)
Tasks
- Build and maintain scalable data pipelines using Prefect and Ray
- Ingest, process, and standardize satellite imagery
- Own standardization of high-resolution SAR and optical imagery
- Perform normalization, tiling/chipping, and co-registration checks
- Optimize cloud-native stack on AWS
- Manage metadata and operational data stores with Databricks and PostgreSQL
- Partner with ML Engineers to deliver production-ready data components
- Develop inference interfaces for downstream teams
- Automate feedback loops on data quality with the annotation team
- Ensure datasets reflect real-world edge cases
- Implement monitoring signals for system reliability
- Establish deterministic evaluation frameworks for pipeline reproducibility
Work Experience
- approx. 4 - 6 years
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- Prefect
- Airflow
- Ray
- Anyscale
- AWS
- Databricks
- PostgreSQL
- GDAL
- Rasterio
- GeoPandas
- STAC
- PyTorch Lightning
- MLflow
Benefits
Flexible Working
- Flexible working hours
- Hybrid work model
Informal Culture
- No overtime culture
- Creative freedom
- Collaborative environment
- Diverse international environment
More Vacation Days
- Time off for overtime
Other Benefits
- Product improvement potential
Career Advancement
- Career development empowerment
Learning & Development
- Learning environment
- Internal workshops
- Knowledge sharing sessions
- Journal clubs
Team Events
- Hackathons
Modern Office
- Office in Berlin Kreuzberg
Snacks & Drinks
- Free fruit
- Free nuts
- Free 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
Aerospace
Description
The company leverages satellite imagery and AI to provide actionable insights for decision-making across various industries.
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