Job Url: https://www.linkedin.com/jobs/search/?currentJobId=4324348886&distance=25&f_TPR=r86400&f_WT=2&geoId=103644278&keywords=software%20engineer&origin=JOB_SEARCH_PAGE_JOB_FILTER&refresh=true&sortBy=R&start=175 Job Description: Torc Robotics Share Show more options Senior, ML Engineer - ML Ops Framework  Ann Arbor, MI · Reposted 43 minutes ago · Over 100 people clicked apply Promoted by hirer · Responses managed off LinkedIn $156K/yr - $234K/yr Remote Matches your job preferences, workplace type is Remote. Full-time Apply Save Save Senior, ML Engineer - ML Ops Framework  at Torc Robotics Your profile was shared with the job poster. Undo shared profile with the job posterUndo Did you apply? Let us know, and we’ll help you track your application. Yes No Senior, ML Engineer - ML Ops Framework Torc Robotics · Ann Arbor, MI (Remote) Apply Save Save Senior, ML Engineer - ML Ops Framework  at Torc Robotics Show more options Your profile is missing required qualifications Show match details Help me update my profile BETA Is this information helpful? Get personalized tips to stand out to hirers Find jobs where you’re a top applicant and tailor your resume with the help of AI. Try Premium for PKR0 About the job About The Company At Torc, we have always believed that autonomous vehicle technology will transform how we travel, move freight, and do business. A leader in autonomous driving since 2007, Torc has spent over a decade commercializing our solutions with experienced partners. Now a part of the Daimler family, we are focused solely on developing software for automated trucks to transform how the world moves freight. Join us and catapult your career with the company that helped pioneer autonomous technology, and the first AV software company with the vision to partner directly with a truck manufacturer. Meet The Team: Our team is tasked with enabling ML developers across Torc to build the most advanced autonomous vehicle solutions at scale. We are the team responsible for enabling the full ML experimentation process, from ideation, to training and validation, to comparison between models on the same lineage to conversion of an optimal model to a viable truck format. We are an AWS shop, using Lightning & Ray for our distributed ML work, and we hope you are a Senior ML Engineer who can help us drive the future of autonomous freight. What You'll Do: You will work to build, maintain and improve our Torc ML frameworks including the following tools: Cloud tooling Terraform, AWS Managed Services, EKS, Ray Data ops Parquet processing (PyArrow, Daft, Pandas), vector databases / LanceDB, MCAP/ROS ML Development pipeline Python, Ray, PyTorch, Lightning, Gymnasium Logging & aggregation, Experiment tracking, Model registry & lineage Visualization & dashboarding (e.g., tableau, voxel51, rerun) What You'll Need to Succeed: Bachelor’s degree in Computer Science, Software Engineering, or related field with 6+ years of professional experience Master’s degree in Computer Science, Software Engineering, or related field with 3+ years of professional experience You have built things with Ray and want to evangelize its usage You keep up with open-source software for machine learning at scale You have built ML solutions that have reached production You feel comfortable with the data science and ML iteration/lifecycle Ideal: You are familiar with model optimizations/compression for edge deployment You have familiarity with compute and data platforms You understand how to build ML systems that scale You want to build, maintain, grow, and improve our ML platform You know that a healthy software deployment requires mature software practices Ideal: You love to speak with users and help them reach their goals Perks of Being a Full-time Torc’r Torc cares about our team members and we strive to provide benefits and resources to support their health, work/life balance, and future. Our culture is collaborative, energetic, and team focused. Torc offers: A competitive compensation package that includes a bonus component and stock options 100% paid medical, dental, and vision premiums for full-time employees 401K plan with a 6% employer match Flexibility in schedule and generous paid vacation (available immediately after start date) AD+D and Life Insurance