Lead Machine Learning Engineer - Data&AI team
Job Description
About the role:
We are looking for a creative and experienced Lead Machine Learning Engineer to join our dedicated Data&AI team. You will have access to huge data sets and an opportunity to create innovative ML solutions at the global level.
Our technical stack:
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We write our ML code in Python;
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We use MLflow and DVC for experiments and data versioning;
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We rely on BigQuery and PostgreSQL for data warehousing;
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When it comes to scheduling ML pipelines we use orchestration frameworks like Airflow and Kubernetes.
What you'll be doing:
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Lead a team of senior engineers and data scientists;
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Develop and deploy new machine learning algorithms;
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Analyze the performance of current ML solutions and identify opportunities to improve;
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Continuously improve delivery processes. This involves identifying bottlenecks removing obstacles and optimizing the teamβs workflow;
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Provide technical leadership helping to elevate the quality of work across the team;
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Collaborate cross-functionally to share findings and guide product development.
About you:
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5+ years of experience in Data Science or Machine Learning Engineering with at least 1 year in a lead role;
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Deep understanding of ML algorithms and optimization methods;
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Strong practical knowledge of Python and SQL;
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Understanding of Agile principles/experience as a Scrum Master;
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Working knowledge of how to put ML models into production from research to deployment.
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Date Posted
11/05/2024
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