Senior Software Engineer, Perception State Estimation
Latitude AI
about 2 months ago
Detroit, MI, USA +2 more
Senior / Mid Level
H1B Sponsor
Base Salary
$179k - $269k/yr
Responsibilities
- Develop machine learning models and Bayesian filtering algorithms for multi-object tracking and state estimation.
- Create estimation algorithms for road features like lane lines and speed limits.
- Develop forecasting algorithms for scene actors to estimate time-to-collision and threat levels.
- Analyze literature and raw data to design state-of-the-art solutions.
- Transition solutions from the lab to test tracks and public roads.
- Collaborate with perception experts on algorithm design and productization.
- Maintain industry-leading software practices and principles.
- Develop clean and efficient software for perception modules.
Requirements
- Bachelor's degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics, or a related field with 4+ years of experience.
- Proven experience in machine learning and deploying deep learning solutions using PyTorch or similar frameworks.
- Experience in developing multi-object tracking systems using classical or machine learning algorithms.
- Strong background in deep learning, Bayesian filtering, and optimization algorithms.
- Experience in shipping perception software products to industry or consumers.
- At least 4 years of development experience in a Python/C++ environment.
Benefits
- Competitive compensation packages.
- High-quality individual and family medical, dental, and vision insurance.
- Health savings account with employer match.
- Employer-matched 401(k) retirement plan with immediate vesting.
- Paid parental leave and medical leave.
- Unlimited vacation and 15 paid holidays.
- Daily lunches, snacks, and beverages in office locations.
- Pre-tax spending accounts for healthcare and dependent care.
- Monthly wellness stipend and adoption/surrogacy support program.
- Backup child and elder care program.
- Professional development reimbursement.
- Employee assistance program.
- Discounted programs including legal services and pet insurance.
- Company bonding activities and wellness initiatives.
Tech Stack
C++PythonPyTorch
Categories
AI & MLData ScienceTesting