Computer Vision Engineer

We are hiring a Computer Vision Engineer in Pune for a team building on computer vision, machine learning, deep learning. 2-3 years of experience.

computer vision, machine learning, deep learning, with image processing, CNNs, neural networks across the wider stack.

• 2-3 years with computer vision in production.
• Hands-on depth in machine learning, deep learning, enough to defend a decision you made in each, and name the one you rejected.
• Working familiarity with image processing, CNNs, neural networks.
• You can own a feature end to end — design, build, test, ship, and the bug report that arrives on Friday.
• The ability to explain a technical decision to somebody who did not make it. Every round here includes it.

Not the focus of the interview, but part of the job. Teams ask about these, so be ready to talk about them:

• Git, branching and code review as a daily habit
• One cloud provider used in anger: AWS, Azure or GCP
• CI/CD: your work reaches an environment without somebody carrying it
• Python with PyTorch or TensorFlow, and a model you took past the notebook
• Docker, and GPU or accelerator compute on a cloud provider
• Experiment tracking and reproducibility: MLflow, Weights & Biases, or your own discipline
• Data pipelines and feature stores, since most of the work is upstream of the model
• Evaluation you trust: offline metrics, and what they missed in production

Expect to be asked how you would approach a problem in each of the areas above, and why you would not take the obvious route. Then one level down on whichever answer was weakest.