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Senior Machine Learning Engineer
Senior Machine Learning EngineerConfidential • Bengaluru / Bangalore
Senior Machine Learning Engineer

Senior Machine Learning Engineer

Confidential • Bengaluru / Bangalore
30+ days ago
Job description
  • Design, develop, and deploy machine learning models to solve complex business problems and predict user behaviour.
  • Optimise and scale real-time ML models for production environments, ensuring high availability and low latency.
  • Architect and implement scalable and efficient ML pipelines and infrastructure.
  • Collaborate with data scientists, engineers, and product teams to integrate ML models into production systems.
  • Design and execute experimentation frameworks (A / B testing, multi-armed bandits, etc.) to evaluate model performance and improve decision-making.
  • Continuously monitor and improve model performance in production, addressing concept drift, latency, and reliability challenges.
  • Research and implement best practices in MLOps, automation, and deployment.
  • Develop and deploy Generative AI applications, integrating LLMs and other GenAI models into production workflows.
  • What You Will Need

    • 4 years of hands-on experience in Machine Learning and MLOps.
    • Proven experience in deploying and maintaining real-time machine learning models in high-traffic consumer applications.
    • Strong understanding of system design, distributed systems, and cloud-based ML infrastructure.
    • Proficiency in Python, TensorFlow / PyTorch, and ML frameworks.
    • Experience with experimentation design, A / B testing, and statistical evaluation of ML models.
    • Knowledge of feature stores, model monitoring, and automated retraining workflows.
    • Familiarity with ML lifecycle management tools (MLflow, Kubeflow, TFX, etc.).
    • Strong problem-solving skills and ability to work in a fast-paced environment.
    • Bonus

    • Experience with Generative AI models, including fine-tuning LLMs and integrating them into products.
    • Exposure to reinforcement learning, bandit algorithms, or other advanced ML methodologies.
    • Skills Required

      Machine Learning, a / b testing, MLops, Python

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