Team Lead, Machine Learning

$144,000 - $170,000/Yr

ACV Auctions - Buffalo, NY

Full-time - Senior

Buffalo, NY

Merchant Wholesalers, Durable Goods

About the position

If you are looking for a career at a dynamic company with a people-first mindset and a deep culture of growth and autonomy, ACV is the right place for you! Competitive compensation packages and learning and development opportunities, ACV has what you need to advance to the next level in your career. We will continue to raise the bar every day by investing in our people and technology to help our customers succeed. We hire people who share our passion, bring innovative ideas to the table, and enjoy a collaborative atmosphere. Who we are: ACV is a technology company that has revolutionized how dealers buy and sell cars online. We are transforming the automotive industry. ACV Auctions Inc. (ACV), has applied innovation and user-designed, data driven applications and solutions. We are building the most trusted and efficient digital marketplace with data solutions for sourcing, selling and managing used vehicles with transparency and comprehensive insights that were once unimaginable. We are disruptors of the industry and we want you to join us on our journey. ACV's network of brands includes ACV Auctions, ACV Transportation, ClearCar, MAX Digital and ACV Capital within its Marketplace Products, as well as, True360 and Data Services. At ACV we focus on the Health, Physical, Financial, Social and Emotional Wellness of our Teammates and to support this we offer: Multiple medical plans including a high deductible health plan that costs $0 out of your paycheck Company-sponsored (paid) Short-Term Disability, Long-Term Disability, and Life Insurance Comprehensive optional benefits such as Dental, Vision, Supplemental Life/AD&D, Legal/ID Protection, and Accident and Critical Illness Insurance 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 Employee Stock Purchase Program with additional opportunities to earn stock in the Company Retirement planning through the Company's 401(k).

Responsibilities

• 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.

Requirements

• 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).
• Strong sense and skills in mathematics, statistics, and algorithms.
• Experience with regression analysis and classification analysis is essential.
• 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.

Nice-to-haves

• Experience with ML model development lifecycles.
• Experience with Bash scripting.

Benefits

• Paid jury duty
• AD&D insurance
• Employee stock purchase plan
• Disability insurance
• Health insurance
• Dental insurance
• 401(k)
• Paid time off
• Parental leave
• Vision insurance
• Bereavement leave
• Life insurance