Machine Learning Engineer Lead
2 months ago
We are seeking a highly skilled Machine Learning Engineer to lead our team in developing and deploying machine learning models and pipelines in production. As a key member of our Machine Learning Team, you will be responsible for setting up ML model training pipelines, deploying APIs around ML models, and monitoring ML models that power our document processing and vehicle pricing.
Key Responsibilities- Lead a team of machine learning engineers to build, automate, and deploy ML models and pipelines in production.
- Develop ML model pipelines from proof of concept to production.
- Document the work process, including pipeline set up, experiment execution, and model deployment.
- Monitor performance of models in production.
- Collaborate with stakeholders to help meet their objectives and provide them with periodic status updates.
- Graduate Degree in a 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).
- Experience with regression analysis and classification analysis is essential.
- Advanced proficiency with Python and SQL (BigQuery/MySQL).
- Experience with cloud services (AWS / GCP), Docker, Kubernetes, and CI/CD pipelines.
- Monitor models performance and microservices health status in Production.
ACV Auctions is a technology company that has revolutionized how dealers buy and sell cars online. We are transforming the automotive industry by applying innovation and user-designed, data-driven applications and solutions. Our network of brands includes ACV Auctions, ACV Transportation, ClearCar, MAX Digital, and ACV Capital within our Marketplace Products, as well as True360 and Data Services.
Why Join UsWe focus on the Health, Physical, Financial, Social, and Emotional Wellness of our Teammates and offer a range of benefits, including multiple medical plans, company-sponsored short-term and long-term disability insurance, life insurance, and comprehensive optional benefits. We also offer generous paid time off options, including vacation time, sick days, company holidays, floating holidays, parental leave, bereavement leave, jury duty leave, voting leave, and other forms of paid leave as required by applicable law or regulation.
Equal Opportunity EmployerACV Auctions is committed to being an equal opportunity employer regardless of sex, race, creed, color, religion, marital status, national origin, age, pregnancy, sexual orientation, gender, gender identity, gender expression, genetic information, disability, military status, status as a veteran, or any other protected characteristic. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. If you have a disability or special need that requires reasonable accommodation, please let us know.
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