Jobs

    THS Principal AI/ML Architect - india, India - IBS Sofware

    IBS Sofware
    IBS Sofware india, India

    3 weeks ago

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    Description

    About Job

    Looking for senior resources with 10+ years of experience in the industry and at least 4 to 5 experience in leading AI/ML initiatives. Candidates will be responsible for leading the AI/ML architecture in THS products and owning the R&D roadmap in this area.

    Key Responsibilities

  • Technical consultation & issue analysis in AI/ML areas to the product team
  • Define technical strategies aligned with business goals for the overall data science infrastructure and systems architecture.
  • Provide leadership and guidance to data science teams, ensuring efficient collaboration.
  • Drive the development of data science solutions, integrating machine learning, analytics, and big data technologies.
  • Continuously optimize data science models, algorithms, and systems for improved efficiency and scalability.
  • Ensure data governance policies, security measures, and regulatory compliance are in place.
  • Collaborate with various lines of business to understand needs and align data science efforts with organizational objectives.
  • Effectively communicate technical concepts, strategies, and solutions to diverse stakeholders.

    • Essential Experience

  • Deep Technical Expertise: Strong understanding of machine learning & deep learning concepts, algorithms, and frameworks
  • Proficiency in programming languages: Python, R, and knowledge of libraries like TensorFlow, PyTorch, and scikit-learn.
  • Infrastructure, DevOps & MLOps skills: Experience with cloud platforms, containerization technologies, and DevOps practices. Knowledge of tools like Docker, Kubernetes, Jenkins, Git, and CI/CD pipelines.
  • Data Engineering Skills: Understanding of data engineering principles, data processing, and data storage technologies like Hadoop, Spark, SQL, NoSQL databases.
  • Monitoring and Maintenance: Creating monitoring systems to track model performance, data drift, and system health in real-time.
  • Implementing solutions for model retraining, version control, and ensuring models remain accurate and up-to-date.
  • Knowledge in cloud computing concepts and public cloud deployments AWS (preferable)
  • Exposure to Agile methodologies & processes
  • Excellent communication and teamwork skills
  • Excellent Analytical skills
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