Senior Machine Learning Scientist

2 days ago


Chennai, Tamil Nadu, India beBeeMachineLearning Full time ₹ 2,00,00,000 - ₹ 2,50,00,000
Job Opportunity

The Senior Machine Learning Scientist will be responsible for developing and optimizing machine learning models for various applications.

Key Responsibilities
  • Design, develop, and deploy machine learning pipelines, including data preprocessing, feature engineering, training, evaluation, and deployment.
  • Work with transformer architectures, multimodal AI models, and generative AI techniques to improve model performance.
  • Implement machine learning systems integrating MLOps best practices to ensure scalability and maintainability.
  • Stay up-to-date with the latest research and advancements in speech LLMs, audio processing, and related fields.
  • Document system design, code, and experimental results to facilitate knowledge sharing and collaboration.
Requirements
  • 10+ years of experience in ML, AI, or deep learning, with hands-on experience in NLP, speech recognition (ASR), and text-to-speech (TTS).
  • Knowledge of multimodal learning and techniques for fusing audio and text information to enhance model accuracy.
  • Solid understanding of audio processing concepts, including audio feature extraction, signal processing, and acoustic modeling.
  • Experience with fine-tuning transformer models and developing training pipelines to optimize model performance.
  • Strong programming skills in Python, with experience in deep learning frameworks such as PyTorch or TensorFlow.
  • Familiarity with Docker, Kubernetes, Airflow, and serverless computing to ensure efficient deployment and management.
  • Ability to build automated model training, evaluation, and monitoring pipelines to streamline the development process.


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