Machine Learning Operations Director
1 day ago
We are seeking an experienced and skilled machine learning engineer to lead the development of our machine learning operations.
At ACV Auctions, we focus on delivering innovative solutions for the automotive industry. As a leading dealer-to-dealer online marketplace, we strive to provide exceptional services to our customers.
This role involves leading a team of engineers to set up ML model training pipelines, deploying APIs around ML models, and monitoring ML models that power ACV's document processing, recommendations, and vehicle pricing.
The successful candidate will have excellent skills and maturity, be self-motivated as well as team-oriented, and have the ability to support the development and implementation of end-to-end ML-enabled software solutions.
Key Responsibilities:- Leading a team of machine learning engineers to build, automate, deploy, and scale ML models and pipelines in production.
- Enacting ML and software development best practices for the team to follow.
- Monitoring performance and microservice health status of models in production.
Salary Range: $180,000 - $250,000 per year
Required Skills and Qualifications:
- Graduate education in a computationally intensive domain.
- 7+ years of prior relevant work or lab experience in ML projects/research.
- Advanced proficiency with Python and SQL (BigQuery/MySQL).
- Experience with building scalable REST APIs (Flask, FastAPI).
- Experience with building data pipelines (Airflow, Kubeflow, sklearn pipelines, etc.).
- Prior contributions to data architecture or software architecture projects.
- Company-sponsored healthcare, dental, vision, life insurance, and disability benefits.
- Comprehensive additional optional benefits, including critical illness and supplemental life insurance.
- Retirement planning through the company's RRSP plan.
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