Senior Data Engineer
vor 1 Monat
At LiveEO, we combine Space Technology with AI to solve problems here on Earth.
LiveEO is applying the latest developments in artificial intelligence to analyse satellite data and is bringing the insights of earth observation data to customers in the enterprise sector. LiveEO’s ambitious goal is to monitor 1 billion assets across the globe with its unique SaaS solution until 2030.
We are looking for a highly skilled Senior Software Engineer with a focus on Data and Machine Learning Engineering to join our dynamic team. LiveEO leverages satellite imagery and artificial intelligence to provide actionable insights that drive decision-making across various industries. One example is the precise detection of deforestation globally to make supply chains more sustainable and make products deforestation-free.
Generalist data engineers that are interested in learning, exploring, growing and building would be an ideal fit for this role. If you have an interest or background in geospatial data processing and/or machine learning engineering, even better.
Your challenge
- Design, implement, and maintain efficient and reliable data pipelines to process and distribute large volumes of satellite imagery and related data.
- Employ event-based computing and serverless architectures using to ensure scalable and responsive data processing.
- Work with orchestration engines such as Prefect or potentially windmill to orchestrate and automate data workflows.
- Manage and optimize relational databases, ensuring data integrity and performance (experience with PostgreSQL, Snowflake preferred).
- Collaborate with cross-functional teams to identify and implement data processing and automation solutions that enhance our product offerings.
- Drive continuous improvement initiatives in data infrastructure and automation, ensuring best practices in DevOps and infrastructure management.
- Become a key expert for Data Engineering and Automation best practices in the company.
- Refactor, redesign, rebuild existing services.
- Align with other software, data, machine learning and infrastructure experts in the company and influence the evolution of our tech stack.
- Mentor more junior and software engineers and review their MRs.
- Strong experience in designing, implementing, monitoring and maintaining high volume automated data and machine learning pipelines.
- Experience with Python or another major programming language, with a strong emphasis on writing clean, efficient, and maintainable code.
- Familiarity with workflow management engines like Airflow or Prefect to manage data workflows efficiently.
- Some experience with MLOps and best practices around model serving for automatic inference and training.
- Experience with an AI application platform such as Anyscale / Ray
- Knowledge of parallel computing, including concurrent programming and performance optimization, to handle high-volume data processing tasks.
- Experience in processing and analyzing image data, particularly satellite imagery.
- Familiarity with geospatial data processing tools and techniques, such as PostGIS and Cloud Optimized GeoTIFFs (COGs).
- The opportunity to create a product that can improve business processes and lives across the globe;
- Flexible working hours and hybrid work model - we trust our employees to get their work done while maintaining a healthy work-life balance;
- We empower employees to drive their own career development, take initiative and have the freedom to be creative and bold;
- Not an overtime culture - we take care that overtime is done only as a necessity and always offset with time off and rest;
- Variety of team building opportunities - from jogging groups, team sports, bouldering and picnics;
- A collaborative and learning environment - frequent internal workshops, knowledge sharing sessions, journal clubs and hackathons;
- Office located in the centre of Berlin Kreuzberg with free fruit, nuts and drinks;
- Potential to participate in the employee stock option program;
- Urban Sports membership and BVG subsidy, corporate pension program;
- A diverse and vibrant international environment of 30+ different nationalities.
LiveEO is a well funded startup founded in 2018 and based in Berlin. Our primary service is modelling risk to our customers’ assets and infrastructure from vegetation, ground deformation and change detection. We currently have around 100 employees from all over the world with a variety of backgrounds
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