Machine Learning Team Lead Data&AI team
Job Description
About the role:
We are looking for a creative and experienced ML Team Lead 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:
-
We write our ML code in Python;
-
We use MLflow and DVC for experiments and data versioning;
-
We rely on BigQuery and PostgreSQL for data warehousing;
-
When it comes to scheduling ML pipelines we use orchestration frameworks like Airflow and Kubernetes.
What you'll be doing:
-
Lead a team of senior engineers and data scientists;
-
Develop and deploy new machine learning algorithms;
-
Analyze the performance of current ML solutions and identify opportunities to improve;
-
Continuously improve delivery processes. This involves identifying bottlenecks removing obstacles and optimizing the team’s workflow;
-
Provide technical leadership helping to elevate the quality of work across the team;
-
Collaborate cross-functionally to share findings and guide product development.
About you:
-
5+ years of experience in Data Science or Machine Learning Engineering with at least 1 year in a team lead role;
-
Deep understanding of ML algorithms and optimization methods;
-
Strong practical knowledge of Python and SQL;
-
Understanding of Agile principles/experience as a Scrum Master;
-
Working knowledge of how to put ML models into production from research to deployment.
Date Posted
11/05/2024
Views
0
Similar Jobs
Customer Service Specialist (German Speakers) - Ventura TRAVEL
Views in the last 30 days - 0
View DetailsCustomer Retention Specialist (French Speaker) - Ventura TRAVEL
Views in the last 30 days - 0
View Details