What are the responsibilities and job description for the Sr. Machine Learning Engineer position at ACV Auctions?
What you will do :
Working with the fellow machine learning engineers to explore and refine the existing models via creative feature engineering and model tuning.
Developing ML models from proof of concept to Production.
Mining structured & unstructured data, and performing EDAs.
Documenting the work process, including experiments, parameter tuning etc.
Monitoring performance of models in production.
Required Qualifications :
Graduate education in a computationally intensive domain.
5 years of prior relevant work or lab experience in ML projects / research
1 year as tech lead or major contributor on cross-team projects
Strong sense and skills in mathematics, statistics and algorithms. Experience with regression analysis and classification analysis is essential.
Experience with EDA, including data pipeline building and data visualization.
Advanced proficiency with Python, SQL etc.
Extensive knowledge of ML frameworks and libraries. Experience on tree-based algorithms (XGBoost, CatBoost, LightGBM etc.), and Generalized linear models (GLM) are highly valued.
Preferred Qualifications :
Experience with model interpretation.
Experience with cloud services (AWS / GCP), docker, and CI / CD pipelines.
Experience with Bash scripting
Compensation : $130,000.00 - $160,000.00 annually. Please note that final compensation will be determined based upon the applicant's relevant experience, skillset, location, business needs, market demands, and other factors as permitted by law. #LI-AM!
Our Values
Trust & Transparency | People First | Positive Experiences | Calm Persistence | Never Settling
Salary : $130,000 - $160,000
