C
Covalense Digital
Machine Learning Engineer
Skills
Deep LearningPythonPyTorchTensorFlowMachine LearningAI
9 months ago
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Important information
Contract type:
Permanent
Location:
Bengaluru, Karnataka, India
Work mode:
Onsite
Published on:
14 October 2026
What they need
- This role focuses on the end-to-end design, development, and deployment of ML and GenAI models for customer-facing solutions and platform components
- The core responsibilities involve transitioning ML models from prototype to production while optimising foundation models for domain-specific applications through fine-tuning and quantisation
- You must possess deep expertise in traditional ML algorithms, feature engineering, and advanced deep learning architectures, including Transformers and Attention mechanisms
- Proficiency in Python and frameworks like PyTorch, TensorFlow, and HuggingFace is essential, alongside a strong grasp of model optimisation tools like ONNX or TensorRT
- Additionally, the position requires a commitment to ethical AI principles and interpretability using SHAP or LIME, ensuring all solutions are scalable, high-performing, and rigorously validated through A/B testing
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