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[15h Left] Sr. Engineer (AI / ML)

[15h Left] Sr. Engineer (AI / ML)

TIH | IIT BombayMumbai, Maharashtra, India
8 hours ago
Job description

Job Description :

  • Develop image-based classification models (CNNs, transfer learning, object detection, segmentation, vision).
  • Conduct data preprocessing, augmentation, and annotation workflows for image datasets.
  • Design, train, and validate deep learning architectures for feature identification using CNN, ResNet, EfficientNet, YOLO, U-Net, Mask R-CNN, ViT / Swin Transformer.
  • Develop clean, modular, and production-ready code for model training, inference, and deployment.
  • Collaborate with domain experts to translate agricultural knowledge into AI models.
  • Support integration of models with mobile application (through APIs and deployment-ready formats like TensorFlow Lite / ONNX).
  • Write unit tests, integration tests, and documentation to support long-term use of the framework.
  • Document methodologies, benchmarking reports, and prepare technical handover materials.

Minimum Qualifications and Experience :

  • B.Tech in Computer Science, Electronics and Communications with 3 - 5 years of experience.

    • OR

  • M.Tech with minimum 2 - 3 years of experience in Embedded system design.

    • Required Expertise :

  • Hands-on experience in Python.
  • ML / DL Frameworks - PyTorch, TensorFlow, Keras.
  • Proficiency in computer vision techniques – CNNs, object detection (YOLO / SSD), segmentation (U-Net / Mask RCNN), Vision Transformers (ViT, Swin Transformer, DeiT).
  • Libraries : NumPy, Pandas, OpenCV, Scikit-learn, Matplotlib / Seaborn.
  • Knowledge of model optimization for deployment (quantization, pruning, TensorFlow, Lite, ONNX).
  • Experience in developing APIs (Flask / FastAPI) for model serving.
  • Familiarity with ETL processes, data pipelines, and statistical validation methods.
  • Basic understanding of Docker and version control (Git) and experience with MLOps tools.
  • Ability to write production-grade Python code following best practices (modular design, logging, testing, error handling).

    • Preferred Skills :

  • Prior work in agriculture / agronomy-related AI projects.
  • Experience with cloud platforms (AWS / GCP / Azure).
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    15H Left Sr Engineer • Mumbai, Maharashtra, India