Sr. SDET Manager of AD Data Engineering – Faraday Future

Full time @FaradayFuture Career in Vehicles & Autonomous Mobility
  • California, United States, Santa Clara, California, United States View on Map
  • Post Date : January 31, 2022
  • Apply Before : May 1, 2022
  • View(s) 45
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Job Detail

  • Job ID 42067
  • Career Level Mid-Senior
  • Gender All
  • Qualifications certificate
  • Language Requirement
  • Region North America
  • Other Classifications startup
  • Special Programs y-combinator
  • Remote No
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Job Description

The Company:
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. SDET Manager of Autonomous Driving Data Engineering, 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:

Build up and mature team with expertise and leadership
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:

5+ years of SW development experience in data pipeline or big data processing
2+ years team management and leadership experience
Strong expertise in deep learning models test and training
Strong coding expertise in Java/ Python/ C++/ JavaScript/ R
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 R/Python or other 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, Apache Parquet
Expertise in computer vision, Lidar, geometry or classical physics
Rich Experience with TensorFlow, PyTorch, MXNet or other major deep learning framework
Hands on popular commercial or open source AD system
Rich experience with distributed computing systems or data center

 Perks + Benefits

Stock options for every employee
Healthcare + dental + vision benefits (Free for you/discounted for family)
401(k) options
Relocation assistance + reimbursement
Casual dress code + relaxed work environment
Culturally diverse, progressive atmosphere
€œSoul of Faraday€ community outreach team

Faraday Future is an equal opportunity employer and does not discriminate on the basis of race, national origin, gender, gender identity, sexual orientation, protected veteran status, disability, age, or other legally protected status.
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