Senior Computer Vision Engineer
Company: Careerbuilder-US
Location: Berkeley
Posted on: January 19, 2023
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Job Description:
Who we are:Grabango is the leading provider of checkout-free
shopper technology for existing stores. Founded by Will Glaser
(former founder & CTO of Pandora Media), the Grabango team has
developed the only enterprise class solution for large store chains
in the market today.Grabango has raised over $75 million in funding
since 2017, with $39 million in Series B announced in June 2021.
The round was led by Commerce Ventures with participation from
Founders Fund, Unilever Ventures, Honeywell Ventures, Rich Products
Ventures, and WIND Ventures. Grabango has signed five retail
partners, each over $1 billion in revenue, including a global
top-10 grocer and a Fortune-25 multinational. Several multi-store
deployments are underway. The company has filed 40 patents, and the
earliest ones that predate most prior art in the category have
already been awarded.We're a growing group of curious,
self-directed people working towards a common goal. We delight in
taking risks and testing hypotheses in a collaborative environment.
Our ability to celebrate both our successes and failures as
milestones of progress opens the door to tremendous
breakthroughs.Overview:Grabango is seeking a Validation Engineer to
join our Computer Vision Team. As a part of the job, this candidate
will develop integration plans, create regression datasets and
infrastructure and work with both the researchers and the
deployment engineering to create metrics and KPI for model
deployment and monitoring.What you'll be doing:Have module level
integration ownership.Collaborate with engineers on both sides of
the spectrum i.e CV model development and CV Ops pipeline. Should
have experience understanding issues arising from model conversions
during integration, quantify loss in metrics, develop benchmarks on
a case by case basis to meet the orginal goal.Ability to understand
the need between retraining due to weight degradation and feature
degradation. Develop regression pipelines and reference
trees.Should have the ability to implement, train, and validate
neural networks using frameworks such as tensorflow/pytorch.Should
have exposure inference frameworks.What you should have:2-5+ years
of professional experience in the computer vision field2+ years of
production-level development experience with Python and/or
C++Ability to develop regression and validation
pipelines.Experience integration and testing of deep learning
models for computer vision.Should have strong programming and
debugging skills, particularly in other peoples code.Ability to
create complex datasets and understand/resolve regression holes
.Education & Certifications:Bonus: PhD in computer vision or
Masters in computer vision with equivalent work experienceMS/BS
degree in Engineering,CS/EE or relatedEqual Opportunity
EmployerIntegrity, Bold Innovation, People Matters, Don't Live with
Broken, Customer Focus, Inclusion, SimplifyGrabango is proud to be
an equal opportunity employer and is committed to developing a
workplace where diversity and inclusion are an essential part of
who we are. We strive to hire and support a workforce as diverse as
our shopper base, so we can develop products and services that best
suit our customers. We do not make employment decisions based on
race, color, religion, ethnic or national origin, nationality, sex,
gender, gender-identity, sexual orientation, disability, age,
military or veteran status and we comply with all local, state and
federal employment laws. Grabango participates in the E-Verify
Program, an internet-based system operated by the Department of
Homeland Security and the Social Security Administration. It allows
employers to confirm an individual's employment eligibility to work
in the United States.Salary range: $100,000 -
$180,000.00SDL2017
Keywords: Careerbuilder-US, Berkeley , Senior Computer Vision Engineer, Other , Berkeley, California
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