Software Engineer II, Autonomous System Evaluation
Description For Software Engineer II, Autonomous System Evaluation
Latitude AI, a Ford Motor Company subsidiary, is seeking a Software Engineer II for their Autonomous System Evaluation team. This role is pivotal in building platforms and metrics to measure system safety and performance in autonomous vehicles. The ideal candidate will have 2+ years of experience in software development, proficiency in Python, and expertise in cloud technologies, particularly AWS and BigQuery.
The role involves designing and maintaining large-scale data processing pipelines, automating evaluation processes, and developing scalable data visualization solutions. You'll work with cutting-edge technologies like Docker, Kubernetes, and various data processing tools.
Latitude AI offers a competitive salary range of $143,200-$196,900 USD, along with comprehensive benefits including medical insurance, 401(k) matching, unlimited vacation, and professional development opportunities. The company culture emphasizes collaboration, intellectual curiosity, and making a significant impact in the field of autonomous driving technology.
Join a diverse team of software engineers, automotive sensor experts, and statisticians in a fast-paced, evolving environment. Your work will directly contribute to advancing the state of the art in autonomous vehicle design evaluation, ensuring both safety and performance standards are met. If you're passionate about reimagining the driving experience and making travel safer and more enjoyable for millions, this role at Latitude AI could be your next career move.
Responsibilities For Software Engineer II, Autonomous System Evaluation
- Design, develop, and maintain large-scale data processing and evaluation pipelines in python using tools such as Numpy, Pandas, Ray, and PyTorch
- Automate the evaluation, validation and triaging processes
- Leverage cloud technologies, particularly AWS, LakeFS and BigQuery, to optimize data processing and storage
- Build cloud services for data management, ingest, workflow orchestration, distributed evaluation at scale, and core components of our validation and safety case
- Develop scalable data visualization solutions to present insights effectively
- Monitor and troubleshoot data pipeline issues to ensure reliability and performance
- Stay up-to-date with emerging technologies and best practices in data engineering and visualization
- Document processes, workflows, and solutions for team collaboration and knowledge sharing
Requirements For Software Engineer II, Autonomous System Evaluation
- Bachelor's degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics or a related field and 2+ years of relevant experience, Master's degree, or PhD
- 2+ years of experience in the complete software product development cycle from concept to launch: developing, testing, and maintaining, and 1 year of experience with software design and architecture
- Experience building scalable data platforms for real-time and batch processing
- Proven experience in Python programming
- Hands-on experience with Dagster for workflow automation
- Proficiency in cloud technologies, particularly AWS (e.g., S3, EC2, Lambda) and BigQuery
- Proficiency with Docker and Kubernetes (K8s) for containerization and orchestration
- Familiarity with open-source tools and frameworks for data processing and visualization
- Experience with scalable data visualization solutions (e.g., Steamlit, Grafana, Superset)
- Excellent communication and teamwork skills
- Ability to work in a fast-paced, dynamic environment
Benefits For Software Engineer II, Autonomous System Evaluation
- 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
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