- Develop next generation AI-enabled software products for oil & gas industry;
- Formalize Oil & Gas problems into AI problems;
- Translate business objectives into actionable analyses and insights;
- Contribute to the solution design, in collaboration with other data scientists, engineers and SMEs;
- Data preparation: Extract, clean, audit and preprocess data for analysis;
- Data QC: Analyze quality of data produced and proactively develop solutions to data quality issues;
- Contribute to the creation of large-scale labeled databases leveraging our annotation team;
- Develop data-driven algorithms and prototypes for regression, classification, segmentation, anomaly detection, failure prediction and optimization;
- Evaluate proposed AI solutions with respect to the project objectives;
- Keep up to date with the latest technology trends;
- Apply state-of-the-art AI techniques to improve existing solutions;
- Deploy and maintain AI models in production;
- Help prepare and visualize interim and final results of analyses;
- Communicate ideas, plans, and results, effectively via oral presentations and written reports.
- 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;
- Demonstrated experience in developing core AI algorithms in industry, industrial AI or for real-world AI problems;
- Demonstrated relevant experience in implementing robust and scalable industrial AI solutions;
- Experience in the oil & gas exploration & production company or oil field services company is a plus.
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Senior Data Scientist Computer Vision - Abu Dhabi, United Arab Emirates - G42
Description
Qualifications
Required experience: