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Senior Machine Learning Engineer

Company: Westerwood Global
Location: Hillsboro
Posted on: May 9, 2022

Job Description:

ACVs mission is to build and enable the most trusted and efficient digital marketplaces for buying and selling used vehicles with transparency and comprehensive data that was previously unimaginable. We are powered by a combination of the worlds best people and the industrys best technology. At ACV, we are driven by an entrepreneurial spirit and rewarded with a work environment that enables each teammate to impact the company from day one. ACVs network of brands includes ACV Auctions, ACV Transportation, MAX Digital and ACV Capital within its Marketplace Products as well as True360 and Data Services. What you will do: ACVs Machine Learning Team is looking for a talented, experienced Sr. Machine Learning Engineer, to join our vehicle intelligence domain. You will be contributing to a continuous process of research and development of models that are currently making great impacts in an array of products, and enhance model performance with feedback from a continuous monitoring system. Successful candidates will demonstrate excellent skill 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 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. The core responsibilities of this role are: Working with the fellow machine learning engineers to explore and refine the existing models, and mentoring junior engineers. Scoping, developing ML models to detect prediction outliers, 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. 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. 1+ years as tech lead or major contributor on cross-team projects. Preferred Qualifications: Experience with anomaly detection, and model interpretation. Experience with cloud services (AWS / GCP) and kubernetes, docker, CI/CD in python. What we offer: Comprehensive benefits offerings for benefits eligible Teammates. Unique culture that truly values each and every Teammate. Career development and Future Growth Opportunities. 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. Apply Nowby Jobble

Keywords: Westerwood Global, Hillsboro , Senior Machine Learning Engineer, Engineering , Hillsboro, Oregon

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