Chief Model Architect

10 hours ago

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

Job Title:

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Job Description:

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  • Lead a team of data scientists and machine learning engineers to develop advanced models for problem discovery, root cause analysis, and action recommendation.
  • Develop pipelines that autonomously discover problems, identify root causes, and recommend actions in real-time and batch processing scenarios while ensuring models are interpretable, scalable, and optimized for performance in production environments at big data scale.
  • Collaborate with technical architects to evolve frameworks for augmenting and evolving batch processing data architectures with streaming architectures to support connected data and ML pipeline executions in real-time.
  • Consult on creating automated data pipelines for raw data and engineered features to ensure data quality, integrity, and accessibility for model training and inference.
  • Guide the implementation of improvements based on feedback and new data.
  • Lead development of use cases on the platform for various vertical specific problem statements.
  • Align AI solutions with platform goals and user requirements in accordance with the platform roadmap.
  • Provide subject matter expertise during scoping and designing of engagements.
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Key Responsibilities:

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  • Hands-on leadership of a team of data scientists and machine learning engineers.
  • Guidance on best practices in AI/ML methodologies and coding standards.
  • Alignment of AI solutions with platform goals and user requirements.
  • Subject matter expertise during scoping and designing of engagements.
  • Development of use cases on the platform for various vertical specific problem statements.
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Requirements:

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  • In-depth understanding of Statistics, Classical Machine Learning, and Deep Learning.
  • Significant hands-on development experience in these areas.
  • Able to understand nuances of business problems in various domains.
  • Quick grasp of problem discovery analysis and modelling imperatives.
  • 12-18 years of Machine Learning model development and application experience.
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Skills & Qualifications:

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  • Excellent ML programming skills in Python using open-source libraries.
  • Experience in working with RDBMS and NoSQL databases.
  • Exposure to Big Data technologies.

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