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Machine Learning Engineer

R&D
Full-Time
Tel Aviv

What will you be doing?

  • Architect, Design, and implement infrastructures and tools to enable AI research and deployment within the AWS ecosystem
  • Develop batch and streaming pipelines that fuel machine learning services
  • Architect complicated jobs and orchestrate them on managed services
  • Install and update disaster recovery procedures to safeguard our data
  • Integrate techniques to constantly improve data reliability and quality

Who you are?

A seasoned software engineer who’s experienced in all layers of the data hierarchy – from database design to data collection and storage techniques, to a deep understanding of data transformation tools and methodologies, to provisioning and managing of analytical databases, to building infrastructures that bring machine learning capabilities into production.

What should you have?

  • 2+ years of experience developing real-time stream processing solutions using Apache Kafka or Amazon Kinesis – Must
  • 2+ years of experience developing infrastructures that bring machine learning services to production using Amazon Sagemaker and AWS EMR – Must
  • Demonstrated experience orchestrating containerized applications in the AWS ecosystem using AWS ECS and ECR – Must
  • 3+ years of experience Writing production-grade Python code and working with both relational and non-relational databases
  • Solution orientation and ‘can do’ attitude – with a sense of ownership and accountability
  • Bachelor’s Degree in Computer Science, Engineering or a similar computational discipline
  • High English skills
  • Bonus: Experience in modeling and developing machine learning models
  • Bonus: Experience working with graph databases such as Neo4j or Amazon Neptune
  • Bonus: Experience with Snowflake Data Warehouse

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