Jul 3, 2026
Machine Learning Engineer (AWS/MLOps) - Job Description
Machine Learning Engineer (AWS/MLOps)Â
MOEV Inc. (https://www.moev.ai/) is a California-based AI/ML startup specializing in smart fleet, EV charging, and dispatch operations. We are seeking a full-time, in-office Machine Learning Engineer (AWS/MLOps) in Los Angeles office to design, deploy, and scale production-grade ML systems for our operational fleet infrastructure.
Required Qualifications
Education:
Master’s degree or higher in Computer Science, Data Science, Mathematics, Engineering, or a related field, or equivalent practical experience is highly preferred. A Bachelor's degree is required as a minimum.
Technical Experience (3+ Years Required):
Extensive AWS & MLOps Experience:Â Expert-level proficiency in deploying and scaling production ML systems using AWS SageMaker, Lambda, ECS, and CI/CD pipelines.
Traditional Machine Learning Foundation:Â Strong background in statistical methods and tree-based models such as Random Forest, XGBoost, and ARIMA.
Time-Series Deep Learning:Â Proven industry success implementing deep learning architectures (LSTM, TCN, TFT) for complex time-series data forecasting.
Proficiency in Python-based ML frameworks (PyTorch, TensorFlow, Scikit-learn) and building end-to-end scalable data/inference pipelines.
Expertise in software engineering best practices, including SQL, data structures, algorithms, and optimizing production analytics.
Soft Skills and Team Collaboration:
Thrive in a fast-paced, cross-functional startup environment, collaborating effectively with product, engineering, and operations teams.
Strong communicator capable of bridging the gap between technical and non-technical stakeholders.
Ownership-driven mindset, managing projects from initial concept through production deployment and maintenance.
Proactive team player with a willingness to mentor, share knowledge, and adapt to evolving needs.
Role Details and Benefits:
Job Type: Full-time, Contract
Work Location: In person (Los Angeles office)
Benefits: 401(k), Dental insurance, Health insurance, Vision insurance
Please send your resume to info@moevinc.com