Entrylevel Iot Embedded Engineer Jobs in Houston, TX

Job Summary:
Microvast is a technology innovator that designs and manufactures lithium-ion battery solutions. The AI / ML Engineer will develop and deploy machine learning algorithms to analyze multi-sensor time-series data from vehicles and robotic platforms, focusing on building robust models to enhance system performance and intelligent behavior.
Responsibilities:
• Design and implement ML models for time-series sensor data (e.g., currents, torques, IMUs, joint states, vehicle signals, cameras, GPS).
• Build and maintain data pipelines for collection, preprocessing, feature extraction, and labeling.
• Prototype algorithms in Python (e.g., PyTorch, TensorFlow) and collaborate with embedded engineers to create deployable, resource-efficient models.
• Create production level models using C++ to improve efficiency in runtime and resource use from the Python prototype
• Evaluate model performance using appropriate metrics; iterate to improve robustness and generalization across platforms and use cases.
• Work with robotics and vehicle engineers to understand requirements and convert them into concrete ML problems and model specifications.
• Support data visualization, dashboards, and tools for internal users to interpret model outputs and system behavior.
• Document models, experiments, datasets, and results to ensure reproducibility and traceability.
Qualifications:
Required:
• Bachelor’s, Master’s, or PhD in Computer Science, Electrical Engineering, Applied Mathematics, or a related field.
• Experience with embedded / edge AI or model compression and optimization techniques.
• Hands-on experience with machine learning for time-series or sensor data.
• Strong proficiency in C++ and ML frameworks.
• Experience working with real-world noisy data (e.g., automotive, robotics, industrial, IoT).
• Familiarity with data science tools and workflows (NumPy, Pandas, Jupyter, etc.).
• Ability to work in a cross-functional team and communicate technical concepts clearly.
Preferred:
• Familiarity with control systems, robotics, or vehicle dynamics.
• Experience with MLOps tools (experiment tracking, model versioning, CI/CD for ML).
• Experience with ROS or other multimodal sensor data frameworks
• Prior work in a product or R&D environment with multi-disciplinary teams.
Company:
Microvast designs, develops, and manufactures charging, battery control systems for electric vehicles with superior safety. Founded in 2006, the company is headquartered in Stafford, USA, with a team of 1001-5000 employees. The company is currently Late Stage.