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Latitude AI is developing automated driving technologies, including L3, for Ford vehicles at scale. The Scalable ML team is focused on improving the efficiency of machine learning model training and enabling ML developers to work efficiently with large volumes of data to achieve optimal performance for safer and more sustainable transportation.

Requirements

• Extensive experience designing, building, and operating large-scale distributed systems and cloud infrastructure for machine learning
• Proven expertise in developing and optimizing machine learning data pipelines, including data generation, management, and distributed training
• Strong proficiency in python for developing high-performance, production-quality software
• Demonstrated ability to architect complex software solutions for machine learning and autonomous systems
• Track record of successfully delivering complex software projects from conception to production, emphasizing scalability and reliability
• Hands-on experience with distributed machine learning frameworks and tools such as Ray, PyTorch, Dagster, LakeFS, or PyArrow
• Deep understanding of machine learning concepts, computer vision use cases, and the challenges of L2/L3 autonomy

Responsibilities

• Lead and mentor a team of software engineers, driving high technical standards and continuous skill development for scalable machine learning infrastructure
• Provide technical leadership and architectural vision for the design and implementation of solutions to generate, manage, and process large amounts of multi-sensor data for machine learning
• Architect and guide the development of cloud services for data ingest, workflow orchestration, and distributed training at scale
• Drive the implementation of advanced MLOps practices, including model artifact management, experiment tracking, and automated model deployment and testing strategies
• Collaborate with cross-functional teams to integrate ML pipelines, ensuring the delivery of high-quality, production-ready software with a strong focus on reliability and stability

Other

• Minimum of 7 years of experience in software development, with at least 3 years in a technical leadership or senior architect role
• Candidates for positions with Latitude AI must be legally authorized to work in the United States on a permanent basis.
• Visa sponsorship is available for this position.
• We are an Equal Opportunity Employer committed to a culturally diverse workforce.