Team Lead, Machine Learning
ACV AuctionsTexas, US30+ days ago
Job type
- Full-time
Job descriptionGraduate Degree -Computationally intensive domain Ability to read, write, speak, and understand English. Experience with building data pipelines (Kubeflow, sklearn pipelines, etc.). Experience with building and deploying REST APIs (Flask, FastAPI 5+ years of prior relevant work or lab experience in ML projects, and 2+ years as tech lead or team management experience. Advanced proficiency with Python and SQL (BigQuery / MySQL). Extensive knowledge of ML frameworks and libraries. (Feast, MLFlow, BentoML, etc.) Experience with cloud services (AWS / GCP), Docker, Kubernetes, and CI / CD pipelines. Monitor models performance and microservices health status in Production. Experience with ML model development lifecycles Experience with Bash scripting
What you will do :
- Actively and consistently support all efforts to simplify and enhance the customer experience.
- Leading a team of machine learning engineers to build, automate, and deploy ML models and pipelines in production.
- Enact ML best practices for the team to follow.
- Developing ML model pipelines from proof of concept to production.
- Documenting the work process, including pipeline set up, experiment execution, and model deployment.
- Monitoring performance of models in production.
- Collaborate with stakeholders to help meet their objectives and provide them with periodic status updates
What you will need :
Preferred Qualifications :
No immigration or work visa sponsorship will be provided for this position. #LI-RG1
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