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Senior Data Science Engineer

9 - 12 years

9 - 13 Lacs

Posted:1 day ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

We are seeking a highly experienced and motivated Senior Data Science Engineer - Computer Vision Specialist with 9-12 years of relevant experience to join our advanced analytics team. This individual will take a leadership role in building and optimizing visual intelligence solutions with a primary focus on Face Recognition and Automatic Number Plate Recognition (ANPR) , while also contributing to broader data analytics initiatives including client collaboration and third-party data management.
Key Responsibilities:
  • Lead the design, development, and deployment of advanced computer vision systems, including face recognition, ANPR, and real-time video/image analytics.
  • Architect scalable, high-performance data pipelines to manage large-scale image and video datasets.
  • Guide model experimentation, development, and optimization using deep learning frameworks such as TensorFlow, PyTorch, and Nvidia Deepstream.
  • Provide technical mentorship to junior team members and review solution architectures.
  • Collaborate with cross-functional teams to integrate computer vision capabilities into enterprise platforms and edge devices like Nvidia Jetson.
  • Ensure end-to-end quality and performance of deployed models in production environments.
  • Conduct applied research to identify and implement state-of-the-art vision technologies.
  • Drive model explainability, documentation, and stakeholder reporting.
Client Collaboration:
  • Lead data discovery sessions with clients to understand their business needs, identify data sources, and define data strategies.
  • Work closely with stakeholders to align analytics solutions with organizational goals.
Data Transformation and Governance:
  • Perform data extraction, transformation, and loading ( ETL ) using tools like   Python, SQL, and cloud platforms.
  • Enable and facilitate discussions around data governance, ensuring compliance, quality, and security standards.
Third-Party Data Management:
  • Integrate, analyze, and manage third-party datasets relevant to the oil and gas industry, ensuring seamless integration with client systems.
Analytics and Market Intelligence:
  • Conduct advanced analytics to deliver actionable insights for market intelligence, operational efficiency, and strategic decision-making.
Required Skills and Qualifications:
  • Bachelor's, Master's, or Ph.D. in   Computer Science, Data Science,   or a related field.
  • 9–12 years of experience   in data science, machine learning, and computer vision.
  • Expertise in   Python   and machine learning libraries such as   OpenCV, TensorFlow, PyTorch.
  • Proven experience in developing   face recognition and ANPR systems,   ideally with   Nvidia Deepstream and Jetson platforms.
  • In-depth knowledge of computer vision concepts including   object detection, OCR, and image segmentation.
  • Strong background in ETL processes, data governance, and database querying using   SQL.
  • Familiarity with cloud ML platforms like   AWS SageMaker, GCP AI, or Azure ML.
  • Hands-on experience with   Git, Docker, and CI/CD pipelines.
  • Excellent communication skills and experience presenting technical content to non-technical stakeholders.
Preferred Qualifications:
  • Experience with   OCR   and integration with vision systems.
  • Exposure to real-time video analytics and multi-camera environments.
  • Contributions to open-source projects or published research in computer vision or AI.
  • Understanding of data privacy, ethical AI practices, and secure handling of visual data.

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