Staff Data Scientist, Autonomy Systems (Technical Lead)

Key Skills

AI Robotic systems, Autonomous vehicles, Data Biuld Tool - dbt, Data science techniques, Design, Effective communication skills, Leadership Skill, Machine learning techniques, Python Programming, SQL

Job Description

Meet the team:

The Latitude AI Systems Engineering team brings all the components of the autonomy stack together. We work very closely with the software teams to verify all of the functions of the autonomy stack from sensing and perception through prediction and motion planning. Our team’s primary deliverable is a Safety Case based on real-world testing that is inherently data driven and statistical in nature.

We are looking for a highly skilled Data Scientist to join our Autonomy Systems engineering team. The team is responsible for defining all of the requirements and verification approaches for the functions of the autonomy stack and for the vehicle as a whole. You will work closely with autonomy engineers, systems engineers, and safety engineers to develop models and metrics to quantify the performance of our autonomy system. You will also develop the key performance metrics used in the development of new features to pinpoint any regressions before they hit the vehicle.

What you’ll do:

• Derive novel and innovative data science, and statistical modeling solutions for applications within autonomous driving
• Develop statistical risk models for autonomous driving in complex environments, including perception, prediction and other machine learned components
• Develop models that characterize how noise and variability in an autonomy function impacts down stream functions
• Inject perception and prediction noise in simulation to demonstrate downstream robustness to upstream in range noise
• Define autonomy metrics that measure the impact of new features on the autonomy stack and improve its overall performance
• Develop the safety case argumentation from a statistical perspective
• Present results and insights to executive leadership
• Provide guidance and mentorship to other team members

What you'll need to succeed:

• PhD in Engineering, Computer Science, Statistics, Mathematics, or a related field strongly preferred
• At a minimum, Bachelor's degree and 7+ years of experience in a data science or related field, Master's degree and 5+ years of relevant experience, or PhD and 2+ years of relevant experience.
• Ability to interpret data in the presence of ambiguity (e.g., confounding factors, data sparsity, Data quality, etc.)
• Strong background in statistical risk modeling and analysis for safety critical applications
• Creativity and adaptability regarding data science approaches that provide safety case argumentation for an Autonomous Vehicle
• Experience with robotics and machine learning
• Experience designing metrics and forecasting system performance
• Proficient with large-scale data analysis
• Proficient with Python
• Proficient with SQL, DBT, and related database technologies
• Ability to work independently and collaboratively with cross-functional teams
• Strong communication and presentation skills

Nice to have :

• Experience in autonomous driving systems
• Experience in System Verification and Validation
• Knowledge of perception, prediction, motion planning, and/or computer vision
• Experience with simulation and resimulation

What we offer you:

• Competitive compensation packages
• High-quality individual and family medical, dental, and vision insurance
• Health savings account with available employer match
• Employer-matched 401(k) retirement plan with immediate vesting
• Employer-paid group term life insurance and the option to elect voluntary life insurance
• Paid parental leave
• Paid medical leave
• Unlimited vacation
• 15 paid holidays
• Complimentary daily lunches, beverages, and snacks for onsite employees
• Pre-tax spending accounts for healthcare and dependent care expenses
• Pre-tax commuter benefits
• Monthly wellness stipend
• Adoption/Surrogacy support program
• Backup child and elder care program
• Professional development reimbursement
• Employee assistance program
• Discounted programs that include legal services, identity theft protection, pet insurance, and more
• Company and team bonding outlets: employee resource groups, quarterly team activity stipend, and wellness initiatives

The expected base salary range for this full-time position in California is listed below. Actual starting pay will be based on job-related factors, including exact work location, experience, relevant training and education, and skill level. Latitude employees are also eligible to participate in Latitude’s annual bonus programs, equity compensation, and generous Company benefits program, subject to eligibility requirements.

Salary Range $207,760-$285,670 USD

Learn more about Latitude’s team, mission and career opportunities at lat.ai!

Candidates for positions with Latitude AI must be legally authorized to work in the United States on a permanent basis. Verification of employment eligibility will be required at the time of hire. Visa sponsorship is available for this position.