Team Lead, Machine Learning

Monday, October 28, 2024

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 are available to help you 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.

Find out more about the daily tasks, overall responsibilities, and required experience for this opportunity by scrolling down now.

Who we are :

ACV is a technology company that has revolutionized how dealers buy and sell cars online. We are transforming the automotive industry with our innovative, 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.

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 support this with :

• 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).

Who are you looking for :

ACV’s Machine Learning Team is looking for a talented, experienced Machine Learning (ML) Engineer to lead the development of our machine learning operations.

You will be leading a team of engineers to set up ML model training pipelines, deploy APIs around ML models, and monitor ML models that power ACV’s document processing and vehicle pricing.

Successful candidates will demonstrate excellent skill and maturity, be self-motivated as well as team-oriented, and can support the development and implementation of end-to-end ML-enabled software solutions to meet the needs of internal stakeholders.

Those who will excel in this role will be those who listen with an ear to the overarching goal, not just the immediate concern that started the query.

They will be able to show their recommendations are contextually grounded in an understanding of the practical problem, the data, and theory as well as what product and software solutions are feasible and desirable.

What you will do :

• Actively and consistently support all efforts to simplify and enhance the customer experience.
• Lead 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.
• Develop ML model pipelines from proof of concept to production.
• Document the work process, including pipeline setup, experiment execution, and model deployment.
• Monitor the performance of models in production.
• Collaborate with stakeholders to help meet their objectives and provide them with periodic status updates.

What you will need :

• 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).
• 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.

Preferred Qualifications :

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

No immigration or work visa sponsorship will be provided for this position. #LI-RG1

Our Values :

Trust & Transparency People First Positive Experiences Calm Persistence Never Settling

At ACV, we are committed to an inclusive culture in which every individual is welcomed and empowered to celebrate their true selves.

We achieve this by fostering a work environment of acceptance and understanding that is free from discrimination. ACV 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.

For information on our collection and use of your personal information, please see our Privacy Notice.

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