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Data Science Professional

Data Science Professional

ConfidentialAhmedabad
11 days ago
Job description

Job Responsibilities -

  • Develop and implement advanced machine learning models to solve complex business problems, translating analytical findings into tangible business solutions.
  • Develop computer vision algorithms and deploy them to production environments, ensuring seamless integration with existing systems and infrastructure.
  • Understand business requirements by working closely with domain experts to define problem statements and success metrics that align with organizational goals.
  • Collaborate with data engineers to design and implement efficient data pipelines that support model development, training, and deployment.
  • Analyse large datasets to extract meaningful insights, identify patterns, and drive data-informed decision making across the organization.
  • Work with the mother company's (PSMC) AI team to understand use cases, align strategies, and leverage existing resources and expertise.
  • Optimize and fine-tune machine learning models for scalability, ensuring they can handle increased data volumes and maintain performance under varying conditions.
  • Monitor model performance post-production deployment, implementing systems to track key metrics and ensure adherence to established performance standards.
  • Ensure data quality and integrity by implementing rigorous validation processes and addressing data gaps or inconsistencies before model development.
  • Communicate technical findings to non-technical stakeholders through clear visualizations, reports, and presentations that translate complex analysis into actionable insights.

Essential Attributes -

  • Willing to work in semiconductor domain and building cutting edge AI / ML system.
  • Proficiency in Computer vision / Python code writing.
  • Ability to understand and debug code.
  • Understanding of Linux OS.
  • Experience in working with large dataset and improving data pipelines.
  • Deep Understanding of CNN, RNN, DNN s Mathematics.
  • Experience in computer vision model deployments.
  • Excellent teamwork skills to work closely with Manufacturing, Quality, and IT teams.
  • Ability to communicate technical issues and solutions effectively to cross-functional teams.
  • Enthusiasm for learning newAI / ML technologies, tools.
  • Qualifications -

  • BE / ME in Computer science, Machine Learning, Electronics Engineering, Applied mathematics, Statistics.
  • Experience -

  • 2yrs - 5yrs
  • Skills Required

    Python, Machine Learning, Rnn, Computer Vision, Linux Os

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