SolarSys Innovations Private Ltd | Data Scientist

4 weeks ago


india SolarSys Innovations Private Ltd Full time

Responsibilities:

 Implement advanced model optimization techniques, including quantization and pruning, to

enhance performance and reduce costs.

 Experience in improving the training and inference efficiency of AI models.

 Build internal tools to support model training, testing, and deployment at scale.

 Collaborate with ML Engineers to integrate optimized models into production workflows for

various clients.

 Perform cost-benefit analyses to identify opportunities for operational improvements in AI

workflows.

Technical Skills:

 AI/ML Tools: Expertise in TensorFlow, PyTorch, and ONNX for building and optimizing models.

 Optimization Techniques: Proficiency in LLM optimization techniques such as quantization,

knowledge distillation, pruning, and mixed-precision training.

 GPU Utilization: Experience in optimizing AI models for GPU hardware, particularly NVIDIA and

AMD architectures.

 Benchmarking Tools: Knowledge of benchmarking models using e.g. MLPerf, ensuring optimal

deployment in production environments.

 Deployment Pipelines: Proficiency in deploying models in scalable environments using AWS,

Azure, or GCP infrastructure.

Qualifications:

 5+ years of experience in AI/ML, specializing in model optimization and performance tuning.

 Proven track record in developing scalable AI solutions for enterprise applications.

  •  Strong problem-solving skills in the context of AI model development and system integration.


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