Senior Machine Learning Engineer
Company: Westerwood Global
Location: Hillsboro
Posted on: May 9, 2022
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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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