Manager, Machine Learning Infrastructure
Company: Zoox
Location: San Mateo
Posted on: January 20, 2023
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Job Description:
Zoox's Machine Learning Infrastructure team operates in the
intersection of build engineering, internal software development,
and applied ML research. We maintain the base layer of ML tools,
deep learning frameworks, and inference libraries used by the
research teams, add additional features, tooling, automation, and
applications, and improve ML models in collaboration with the
applied research teams. We advocate for strong software engineering
fundamentals with our customer teams. - We catalog the features,
quirks, limitations, and bugs present in the systems we maintain so
that we can best advise our customer teams when they encounter
them.Zoox is currently hiring for manager roles for both the
Training and Inference subteams of the Machine Learning
Infrastructure team. -As a Manager on the ML Infra team you will
lead software engineers, acting as a force multiplier for the
applied research teams. Balancing internal priorities, external
requests, and unscheduled work is a key responsibility. Typical
team tasks include library/package upgrades, application
development, embedding ML Infra SWEs into customer teams to
accelerate multi-month projects, and ad-hoc debugging support.You
will be responsible for hiring for and maintaining the health of
your ML Infra subteam. - You will help to grow and coach your
direct reports and support the continued success of their careers.
- ResponsbilitiesMentor, coach, and advocate for your direct
reportsExpand the team by participating in all stages of the hiring
processPlan work streams and coordinate projects with customer
teamsAlign goals and progress with Zoox
milestonesQualificationsExperience growing and managing small
teamsStrong communication skillsA servant leadership
mindsetDemonstrated ability to prioritize development work and
build cross-functional consensusSoftware engineering skills with
experience in Python and/or C++Familiarity with the ML model
lifecycle, including data mining, training, and
deployment/inferenceBonus QualificationsExperience with Tensorflow,
PyTorch or similar training frameworksExperience with ONNX,
TensorRT, or similar inference frameworksExperience with Bazel or
similar build toolingCompensationThere are three major components
to compensation for this position: salary, Amazon Restricted Stock
Units (RSUs), and Zoox Stock Appreciation Rights. The salary range
for this position is $221,000 to $319,000. A sign-on bonus may be
offered as part of the compensation package. Compensation will vary
based on geographic location and level. Leveling, as well as
positioning within a level, is determined by a range of factors,
including, but not limited to, a candidate's relevant years of
experience, domain knowledge, and interview performance. The salary
range listed in this posting is representative of the range of
levels Zoox is considering for this position.Zoox also offers a
comprehensive package of benefits including paid time off (e.g.
sick leave, vacation, bereavement), unpaid time off, Zoox Stock
Appreciation Rights, Amazon RSUs, health insurance, long-term care
insurance, long-term and short-term disability insurance, and life
insurance.Vaccine MandateEmployees working in this position will be
required to have received a single dose of the J&J/Janssen
COVID-19 vaccine OR have completed the two-dose Pfizer or Moderna
vaccine series. -In addition, employees will be required to receive
a COVID-19 booster vaccine within two months of becoming eligible
for the booster vaccine.Employees will be required to show proof of
vaccination status upon receipt of a conditional offer of
employment. That offer of employment will be conditioned upon,
among other things, an Applicant's ability to show proof of
vaccination status. Please note the Company provides reasonable
accommodations in accordance with applicable state, federal, and
local laws.About ZooxZoox is developing the first ground-up, fully
autonomous vehicle fleet and the supporting ecosystem required to
bring this technology to market. Sitting at the intersection of
robotics, machine learning, and design, Zoox aims to provide the
next generation of mobility-as-a-service in urban environments.
We're looking for top talent that shares our passion and wants to
be part of a fast-moving and highly execution-oriented team.Follow
us on LinkedInA Final Note:You do not need to match every listed
expectation to apply for this position. Here at Zoox, we know that
diverse perspectives foster the innovation we need to be
successful, and we are committed to building a team that
encompasses a variety of backgrounds, experiences, and
skills.Foster City, CA /Software - Software & Machine Learning
Infrastructure /Full-time/ Hybrid
Keywords: Zoox, San Mateo , Manager, Machine Learning Infrastructure, Executive , San Mateo, California
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