Senior Machine Learning Engineer - Machine Learning Infrastructure
FlipSalary not specified
Full Time
Senior (5 to 8 years)
$150,000 – $350,000Compensation
Mid-level (3 to 4 years)Experience Level
Full TimeJob Type
UnknownVisa
AI RoboticsIndustries
Requirements
Candidates should possess strong software engineering fundamentals, a Bachelor's or Master's degree in Computer Science, Robotics, Engineering, or a related field, and a minimum of 4 years of professional, full-time experience building reliable backend systems. Experience managing HPC clusters for deep neural network training is also required, along with familiarity with Python and PyTorch.
Responsibilities
The AI Training Infrastructure Engineer will be responsible for designing, deploying, and maintaining Figure’s training clusters, architecting and maintaining scalable deep learning frameworks for training on massive robot datasets, collaborating with AI researchers to implement training of new model architectures at a large scale, and implementing distributed training and parallelization strategies to reduce model development cycles. Additionally, the role involves implementing tooling for data processing, model experimentation, and continuous integration.
Skills
Python
PyTorch
HPC
Software Engineering
Deep Learning
Distributed Training
Backend Systems
Figure
Blockchain-based home equity lending solutions
About Figure
Figure is a financial technology company that uses blockchain technology to improve financial transactions, specifically in the home equity lending market. It offers products like Home Equity Lines of Credit (HELOCs) and mortgage refinancing, allowing homeowners to access their home equity quickly and efficiently. The application process is fully online, enabling homeowners to receive funds in as little as five days, which is much faster than traditional banks that can take weeks or months. Figure ensures secure and cost-effective transactions through blockchain, and it generates revenue from origination fees and interest on loans, with competitive rates starting at 3.49% APR. Targeting homeowners across various U.S. states, Figure aims to meet the demand for quick access to home equity for purposes like home improvements or debt consolidation.
San Francisco, CaliforniaHeadquarters
2018Year Founded
$406.6MTotal Funding
SERIES_DCompany Stage
Fintech, Crypto & Web3Industries
201-500Employees
Benefits
Health & wellness - Figure pays 100% of premium costs for employees and dependents for medical, dental, and vision insurance (with the exception of costs associated with the buy-up medical plan.)
Continuing education - Figure will reimburse eligible employees for approved continuing education that either offers growth in an area related to his or her current position or that may lead to promotional opportunities.
Flexible time off - We offer 10 company-wide holidays plus one personal holiday, generous Flexible Time Away (FTA), Paid Time Off (PTO), and Paid Parental Leave.
Bonus & stock options - Figure’s Bonus Plan recognizes and rewards eligible employees’ efforts and contributions. Eligible employees are also granted an option to purchase a set number of shares of Figure’s common stock.
Risks
Recent layoffs may indicate financial instability or restructuring challenges.
New piggyback loan product could increase financial risk amid housing affordability issues.
Volatile crypto market could impact Figure's blockchain initiatives.
Differentiation
Figure uses blockchain to offer fast, secure home equity access in five days.
The company provides a fully online application process, unlike traditional banks.
Figure's competitive interest rates start as low as 3.49% APR.
Upsides
Increased blockchain adoption boosts Figure's secure transaction offerings.
Figure Connect taps into the demand for liquid private capital markets.
Michael Tannenbaum's appointment as CEO suggests potential for growth.
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