Machine Learning Engineer 3

Summary

Join TrueCar's Machine Learning and Data Engineering team as a Machine Learning Engineer to develop cutting-edge machine learning solutions for the automotive shopping experience. You will collaborate with stakeholders, create models that drive real value for consumers, solve complex problems with multilayered data sets, write high-quality code, and deploy machine learning models into production. This role requires expertise in Python, AWS SageMaker, ML frameworks, and distributed systems. TrueCar offers a remote work environment with benefits including 100% employer-paid health, vision, and dental premiums; a 401(k) plan; equity; a wellness reimbursement account; learning & development reimbursement; flexible PTO; and paid holidays. The company values diversity and inclusion and encourages applications from all qualified individuals.

Requirements

• Demonstrated work experience implementing machine learning models using Python and AWS SageMaker
• Advanced Python programming skills
• Proven software development experience
• Strong background in algorithms, data structures, and ranking infrastructures
• Experience with ML frameworks and libraries (e.g., TensorFlow, PyTorch, scikit-learn)
• Distributed systems experience (Elastic Search)
• Excellent problem-solving and debugging skills

Responsibilities

• Collaborate with stakeholders to fuse ideas from business issues to machine learning solutions. You will create models that drive real value for consumers
• Solve moderately complex problems with multilayered data sets and optimize existing machine learning libraries and frameworks
• Write high-quality code
• Deploy machine learning models into production, ensuring they meet performance, latency, memory, and throughput requirements
• Identify issues and differences in data distribution that could potentially affect model performance
• Stay up to date with developments in machine learning technology and proactively share best practices

Preferred Qualifications

• ML Ops experience: deploying machine learning models to production
• Solid understanding of Recommendation Systems
• Passion for working with cutting-edge Gen AI technologies

Benefits

• 100% employer-paid health, vision, and dental premiums
• A 401(k) plan with company contributions
• Equity
• A wellness reimbursement account
• Learning & development reimbursement opportunities
• Flexible PTO for exempt TrueCar Crew Members and a generous PTO accrual policy for non-exempt TrueCar Crew Members
• 14 company-paid holidays and 2 floating holidays