Job Summary:
Latitude AI develops automated driving technologies and is seeking a Senior Software Engineer for their Scalable Machine Learning team. This role involves designing cloud services for data management and improving model training efficiency while collaborating with cross-functional teams.
Responsibilities:
โข Design, and implement state-of-the-art cloud services for data ingest, workflow orchestration, and distributed training at scale
โข Develop solutions to generate, manage, and process large amounts of multi-sensor training data for machine learning
โข Drive advanced MLOps practices, including model artifact management, experiment tracking, and automated model deployment and testing strategies
โข Collaborate closely with cross-functional teams, perception experts, and roboticists to integrate ML pipelines and ensure the delivery of high-quality, production-ready software
โข Mentor junior engineers and provide technical guidance to elevate the team's software development standards
Qualifications:
Required:
โข Bachelor's degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics or a related field and 4+ years of relevant experience (or Master's degree and 2+ years of relevant experience, or PhD)
โข Strong track record of successfully delivering complex software projects from conception to production
โข Proven expertise in developing and optimizing machine learning data pipelines, data generation, and distributed model training
โข Experience designing, building, and operating large-scale distributed systems and cloud infrastructure
โข Strong proficiency in Python and/or C++ for developing high-performance, production-quality software
Preferred:
โข Master's or PhD in Computer Science, Electrical Engineering, Robotics, or a closely related field
โข Hands-on experience with distributed machine learning frameworks and tools such as Ray, PyTorch, Dagster, LakeFS, or PyArrow
โข Experience with multi-sensor data fusion and processing techniques relevant to autonomous driving applications
โข Familiarity with safety-critical software development principles in automotive or robotics domains
โข Deep understanding of machine learning concepts, computer vision use cases, and the challenges of L2/L3 autonomy
Company:
Latitude AI is a wholly owned subsidiary of Ford Motor Company developing automated driving technologies. Founded in 2022, the company is headquartered in Pittsburgh, USA, with a team of 501-1000 employees. The company is currently Late Stage.