onsite
Machine Learning Engineer - Advatix
ML Engineer
Machine Learning Engineer focused on developing intelligent systems for hardware and mechanical design, leveraging Python, deep learning frameworks, and computer vision to create cutting‑edge solutions.
About the role
Key Responsibilities
- Design, implement, and deploy machine learning models that enhance product design workflows for hardware and mechanical engineers.
- Collaborate with research and engineering teams to translate research papers into production‑ready solutions.
- Develop end‑to‑end pipelines using Python and TensorFlow, ensuring scalability and maintainability.
- Integrate computer vision techniques to analyze design data and provide actionable insights.
- Iterate on model performance through experimentation, hyper‑parameter tuning, and continuous evaluation.
Requirements
- Strong proficiency in Python and experience with deep learning libraries such as TensorFlow or PyTorch.
- Hands‑on experience with computer vision algorithms and related libraries (OpenCV, Detectron2, etc.).
- Background in machine learning research, including familiarity with state‑of‑the‑art models and techniques.
- Excellent problem‑solving skills and ability to work in a fast‑paced, collaborative environment.
- Effective communication skills to explain complex technical concepts to non‑technical stakeholders.
Skills
pythonmachine learningdeep learningtensorflowcomputer vision