Machine Learning Engineer
4 days ago
Job Title: Principal Engineer, Machine Learning
About the Role:
We are seeking a highly skilled Principal Engineer, Machine Learning to join our team at ST Engineering. As a key member of our product development team, you will be responsible for designing and implementing cutting-edge machine learning solutions to tackle complex video analytics problems.
Key Responsibilities:
- Develop and deploy production-quality video analytics software using deep learning frameworks such as TensorFlow, Keras, and PyTorch.
- Conduct research to develop new techniques to improve the performance of existing models.
- Evaluate and optimize deep learning models for computer vision tasks such as object detection, classification, and tracking.
- Develop tools and workflows to accelerate machine learning development and deployment.
- Collaborate with cross-functional teams to design and implement innovative solutions.
Requirements:
- Proven experience with training models on deep learning frameworks and MLOps platforms such as MLFlow, KubeFlow, and AWS Sagemaker.
- Proficiency in mainstream programming languages such as C/C++, Python, and JavaScript.
- Knowledge of image processing libraries such as OpenCV and PCL.
- Experience with the full life cycle of model training to deployment into production.
- Familiarity with working in a Linux environment on public clouds and locally.
- Strong problem-solving, analytical, and conceptual skills, with good communication skills.
About ST Engineering:
ST Engineering is a leading global technology, defense, and engineering group with a diverse portfolio of businesses across multiple markets. Our company is committed to delivering innovative solutions that meet the evolving needs of our customers.
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