Sr. SDET Manager of AD Data Engineering
Santa Clara, California, United States
Applications have closed
Faraday Future
"We endeavor to make modern life more connected, more intuitive, more effortless." - Faraday FutureThe 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:
- BS / MS / PHD
- 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
- “Soul 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.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Autonomous Driving Big Data Computer Vision Data Analytics Data pipelines Deep Learning Engineering JavaScript Lidar Machine Learning Matplotlib MXNet NumPy Open Source Parquet PhD Physics Pipelines Python PyTorch R SciPy Spark Statistics TensorFlow
Perks/benefits: Career development Equity Relocation support
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