Team Lead

7 months ago

Toronto, Canada ACV Auctions Full time

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**:
At ACV we focus on the Health, Physical, Financial, Social and Emotional Wellness of our Teammates and to support this we offer:

- Company Sponsored (paid) Healthcare, Dental, Vision, Life/AD&D, Short-Term and Long-Term Disability
- Comprehensive additional optional benefits such Critical Illness and Supplemental Life/AD&D.
- All insurance benefits go into effect on your date of hire
- Generous Parental Leave Top-Up Pay and Vacation Programs
- Employee Stock Purchase Program with additional opportunities to earn stock in the company
- Retirement planning through the Company’s RRSP

**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, deploying APIs around ML models, and monitoring ML models that power the ACV’s document processing and vehicle pricing

**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**:

- Graduate 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)
- 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.

**Preferred Qualifications**:

- Experience with ML model development lifecycles
- Experience with Bash scripting

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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