SDET of Autonomous Driving Data & Deep Learning
Company: Faraday Future
Location: santa clara
Posted on: May 3, 2021
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Job Description:
Faraday Future (FF) is a California-based mobility company,
leveraging the latest technologies and world's best talent to
realize exciting new possibilities in mobility. We're producing
user-centric, technology-first vehicles to establish new paradigms
in human-vehicle interaction. We're not just seeking to change how
our cars work - we're seeking to change the way we drive. At FF,
we're creating something new, something connected, and something
with a true global impact. Your Role: As the Sr./Staff SDET, you'll be working with some of the
industry's brightest minds to develop data pipeline and deep
learning infrastructure to ensure production quality of FF's
exemplary AD (Autonomous Driving) system. What you'll do: * Design and develop AD data pipeline and deep learning
infrastructure * Design and develop streamlined and automatic data
collection, analysis and annotation * Analyze data sources and
develop performance evaluation metrics * Design, training and
validate machine learning and deep learning models on computing
clusters * Contribution in features review and test plan
design/development * Design and develop test cases to ensure FF AD
system to meet business strategy and goals Basic Qualifications: * BS / MS / PHD * 3+ years of test experience in AD test *
Strong expertise in AI models test and training * Strong coding
expertise in Python , C++, JavaScript * Experience building and
architecting large-scale, production quality systems. * Experience
with data analytics, logging, or experiment frameworks. *
Experience with building data pipelines & storage. * Experience
with building ML related infrastructure or frameworks. *
Progressive statistics background either in academia or industry *
Data science and system evaluation experience * Experience with
tools for manipulating big data * Experience with R/Python and
statistical libraries * Experience with data science tools
including numpy, scipy, matplotlib etc. * Hands on experience of
major commercial or open source AD datasets Preferred Qualifications: * PhD in Computer Engineering, EE, statistics, math, or other
quantitative area * Rich experience with Spark/MapReduce *
Expertise in geometry or classical physics * Rich Experience with
TensorFlow, PyTorch or major deep learning framework * Hands on
popular commercial or open source AD system * Rich experience with
distributed systems Perks + Benefits: * Stock options for every employee * Healthcare + dental +
vision benefits (Free for you/discounted for family) * 401(k)
options * Engineering orientation + onboarding * Daily catered
lunches onsite (nominal cost) * Healthy snacks + beverages 24/7 *
Relocation assistance + reimbursement * Free parking + carpool
reimbursement * Casual dress code + relaxed work environment *
Culturally diverse, progressive atmosphere * "Soul of Faraday"
community outreach team
Keywords: Faraday Future, Santa Clara , SDET of Autonomous Driving Data & Deep Learning, Other , santa clara, California
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