Computer Vision Scientist

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G42
Abu Dhabi
AED 200,000 - 400,000
Be among the first applicants.
7 days ago
Job description

Job Responsibilities

  1. Develop next generation AI-enabled software products for oil & gas industry;
  2. Formalize Oil & Gas problems into AI problems;
  3. Translate business objectives into actionable analyses and insights;
  4. Contribute to the solution design, in collaboration with other data scientists, engineers and SMEs;
  5. Data preparation: Extract, clean, audit and preprocess data for analysis;
  6. Data QC: Analyze quality of data produced and proactively develop solutions to data quality issues;
  7. Contribute to the creation of large-scale labeled databases leveraging our annotation team;
  8. Develop data-driven algorithms and prototypes for regression, classification, segmentation, anomaly detection, failure prediction and optimization;
  9. Evaluate proposed AI solutions with respect to the project objectives;
  10. Keep up to date with the latest technology trends;
  11. Apply state-of-the-art AI techniques to improve existing solutions;
  12. Deploy and maintain AI models in production;
  13. Help prepare and visualize interim and final results of analyses;
  14. Communicate ideas, plans, and results, effectively via oral presentations and written reports.

Qualifications

Required experience:

  1. At least 3 years of experience demonstrating depth and breadth in computer vision tasks (classification, segmentation, detection, pose estimation) with CV approaches, state-of-the-art machine-learning, deep-learning, or other AI technologies;
  2. Demonstrated experience in developing core AI algorithms in industry, industrial AI or for real-world AI problems;
  3. Demonstrated relevant experience in implementing robust and scalable industrial AI solutions;
  4. Experience in the oil & gas exploration & production company or oil field services company is a plus.
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