ML Platform Engineer

ML Platform Engineer

Samsung R&D Institute Poland

Warszawa

Opis stanowiska

Wymagania

6+ years of industry experience with a Master's degree or 3+ years of industry experience with a PhD degree., Extensive industry experience with Infrastructure as Code (Terraform), orchestration tools ( Airflow, AWS Step/Lambda), building CI/CD pipelines using Github Actions, and real-time monitoring/alerting framework such as Prometheus and Grafana., Familiarity with CI/CD, ETL, big data tools, and mainstream ML libraries (e.g., MapReduce, Spark, Flink, Kafka, Docker, Kubernetes, TensorFlow, PyTorch, Spark ML, etc.)., Hands-on experience with machine learning related frameworks (e.g., TensorFlow, PyTorch, model registry, OpenMetadata, ML feature store)., Solid theoretical background in machine learning or data mining and strong conceptual, problem solving, and analytical skills., Extensive programming experience in Python, Go or other OOP languages, SQL and database, and familiarity with data structures, algorithms and software engineering principles., Strong communication and interpersonal skills to drive cross-functional partnerships., Ability to work in a fast-paced environment, quickly debug issues, provide proof-of-concept solutions and apply the changes to production., Extensive experience with Snowflake, Snowpark, and Redis/Aerospike., Knowledge about Amazon Web Services (AWS)., Experience with the advertising industry and real-time bidding (RTB) ecosystem.

Benefity

unlimited free access to Copernicus Science Center, mentoring program, psychological support, possibility to test new Samsung products, sharing the costs of sports activities, private medical care, sharing the costs of foreign language classes, life insurance, corporate products and services at discounted prices, integration events, dental care, no dress code, leisure zone, pre-paid cards, baby layette, charity initiatives

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Wyświetlenia: 2
Opublikowanaokoło 10 godzin temu
Wygasaza około 2 miesiące
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