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Halma India - Lead AI / ML Engineer - Python

Halma India - Lead AI / ML Engineer - Python

Halma India Private limitedBangalore
16 days ago
Job description

Job Overview :

We are seeking a highly experienced Lead AI / ML Engineer to spearhead the design, development, and deployment of advanced AI and machine learning solutions. This role combines technical leadership with hands-on engineering expertise to build production-ready ML systems that deliver measurable business value. The ideal candidate will be a strategic thinker, an excellent mentor, and a skilled practitioner in machine learning, deep learning, and scalable AI architectures.

Key Responsibilities :

AI / ML Strategy & Leadership :

  • Lead the end-to-end development of machine learning solutions, from ideation to deployment.
  • Define the AI / ML roadmap and align with organizational goals.
  • Mentor, guide, and upskill a team of AI / ML engineers and data scientists.
  • Collaborate with product leaders, stakeholders, and executives to identify AI-driven opportunities.

Model Development & Deployment :

  • Design, train, validate, and optimize machine learning and deep learning models.
  • Implement robust pipelines for data preprocessing, feature engineering, model training, and monitoring.
  • Deploy ML models in production using MLOps best practices (CI / CD for ML, retraining pipelines).
  • Ensure model scalability, interpretability, and fairness.
  • System Design & Integration :

  • Architect scalable AI / ML solutions integrated with existing backend systems.
  • Work with cloud platforms such as AWS, GCP, or Azure for distributed training and deployment.
  • Build APIs and services to integrate AI / ML models into customer-facing applications.
  • Research & Innovation :

  • Stay updated with the latest AI / ML research, frameworks, and technologies.
  • Experiment with emerging tools and techniques to drive innovation.
  • Publish or present findings to strengthen organizational thought leadership in AI.
  • Qualifications and Skills :

  • Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, or related field (PhD preferred).
  • 8 - 12 years of experience in AI / ML engineering, with at least 3 - 4 years in a leadership role.
  • Strong proficiency in Python and ML / DL frameworks such as TensorFlow, PyTorch, or Keras.
  • Hands-on experience with NLP, computer vision, recommendation systems, or generative AI models.
  • Solid understanding of data engineering, ETL pipelines, and large-scale data processing.
  • Experience with cloud platforms (AWS, GCP, Azure) and containerization technologies (Docker, Kubernetes).
  • Proficiency in MLOps practices and tools like MLflow, Kubeflow, Airflow, or Strong problem-solving, analytical, and communication skills.
  • (ref : hirist.tech)

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    Lead Engineer Python • Bangalore

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