Staff Machine Learning Engineer
Company: Recruiting From Scratch
Location: Seattle
Posted on: November 16, 2024
Job Description:
Who is :Recruiting from Scratch is a premier talent firm that
focuses on placing the best product managers, software, and
hardware talent at innovative companies. Our team is 100% remote
and we work with teams across the United States to help them
hire.This role is hybrid in Seattle, WA.We are looking for a Staff
Applied Scientist/Machine Learning EngineerCompensation: $235,000 -
$300,000, employee equity plan grant & world class benefits.As a
Senior/Staff Machine Learning Engineer you are someone who has
significant expertise in modeling, statistics and programming. You
will be working with our engineering and product teams to design,
build and productionize proprietary machine learning models to
solve different business challenges including smart bidding,
lookalike modeling, forecasting, etc.Responsibilities
- Collaborate closely with product managers and other engineers
to understand business priorities, frame machine learning problems,
architect machine learning solutions.
- Build and productionize machine learning models including data
preparation/processing pipelines, machine learning orchestrations,
improvements of services performance and reliability, etc.
- Contribute and maintain the high quality of code base with
tests that provide a high level of functional coverage as well as
non-functional aspects with load testing, unit testing, integration
testing, etc.
- Keep track of emerging tech and trends, research the
state-of-art deep learning models, prototype new modeling ideas,
and conduct offline and online experiments.
- Share your knowledge by giving brown bags, tech talks, and
evangelizing appropriate tech and engineering best
practices.Requirements
- Bachelor's degree in Computer Science, a similar technical
field of study or equivalent practical experience. A PhD degree in
Machine Learning or Deep Learning is a massive plus.
- 5+ years in developing production-grade machine learning
systems, preferably with applied ML in Ads, and 3+ years in
software engineering with skills in Python, Golang, Java, or
similar languages.
- Experience in the following areas - Bayesian methods,
Reinforcement learning, Deep learning Architectures and
Recommendation systems and if you have experience in ML for Ads or
ecommerce it is a big plus.
- You excel in a dynamic, fast-paced setting, bringing a proven
track record of meaningful contributions across teams, while
effectively communicating ideas and learnings through collaborative
discussions and presentations.
- Experience with Kubernetes, Kubeflow, TFX and Feature Store in
a production environment is a massive plus.The salary range is
$235,000 - $300,000
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Keywords: Recruiting From Scratch, Kirkland , Staff Machine Learning Engineer, Engineering , Seattle, Washington
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