Talent.com
This job offer is not available in your country.
Lead Machine Learning Engineer - Generative AI

Lead Machine Learning Engineer - Generative AI

VikgolChennai
30+ days ago
Job description

Job Description : Lead Machine Learning Engineer

Position : Lead Machine Learning Engineer

Experience Required : 9+ years

Job Locations : Bangalore and Chennai (Hybrid)

Responsibilities :

  • Design, develop, and optimize machine learning models for NLP, Computer Vision (CV), and data-driven applications.
  • Work with transformer architectures, multimodal AI models, and generative AI techniques.
  • Implement end-to-end ML pipelines, including data preprocessing, feature engineering, training, evaluation, and deployment.
  • Design and develop a Speech LLM-based virtual assistant.
  • Develop and maintain Python code for audio capture, encoding, modality fusion, LLM interaction, and text output.
  • Integrate and configure pre-trained models for audio encoding, LLM, and audio decoding.
  • Stay updated with the latest advancements in Speech LLMs, audio processing, and related AI fields.
  • Document system design, code, and experimental results.
  • Architect scalable, production-ready ML systems while integrating MLOps best practices.
  • Set technical direction and ensure adherence to best practices in AI research, model deployment, and engineering scalability.

Required Skills :

  • 9+ years of hands-on experience in Machine Learning, AI, or Deep Learning, with expertise in NLP, speech recognition (ASR), and text-to-speech (TTS).
  • Knowledge of multimodal learning techniques for fusing audio and text information.
  • Strong understanding of audio processing, including feature extraction, signal processing, and acoustic modeling.
  • Experience with fine-tuning transformer models and developing training pipelines.
  • Proficiency in Python and deep learning frameworks such as PyTorch or TensorFlow.
  • Familiarity with Docker, Kubernetes, Airflow, and serverless computing.
  • Ability to build automated pipelines for model training, evaluation, and monitoring.

    • Preferred Skills :

  • Experience with generative AI and large language models (LLMs).
  • Knowledge of cloud platforms like AWS, GCP, or Azure for ML deployments.
  • Strong problem-solving skills and ability to work in a collaborative environment.

    • Work Mode : Hybrid (Bangalore / Chennai)

    (ref : hirist.tech)

    Create a job alert for this search

    Lead Machine Learning Engineer • Chennai