- Develop next generation AI-enabledsoftware products for oil & gasindustry;
- Formalize Oil & Gas problemsinto AI problems;
- Translate business objectivesinto actionable analyses andinsights;
- Contribute to the solution design, incollaboration with other data scientists, engineers andSMEs;
- Data preparation: Extract, clean, auditand preprocess data for analysis;
- Data QC:Analyze quality of data produced and proactively develop solutionsto data quality issues;
- Contribute to thecreation of large-scale labeled databases leveraging our annotationteam;
- Develop data-driven algorithms andprototypes for regression, classification, segmentation, anomalydetection, failure prediction andoptimization;
- Evaluate proposed AI solutionswith respect to the project objectives;
- Keep upto date with the latest technologytrends;
- Apply state-of-the-art AI techniques toimprove existing solutions;
- Deploy and maintainAI models in production;
- Help prepare andvisualize interim and final results ofanalyses;
- Communicate ideas, plans, andresults, effectively via oral presentations and writtenreports.
- At least 3 years of experiencedemonstrating depth and breadth in computer vision tasks(classification, segmentation, detection, pose estimation) with CVapproaches, state-of-the-art machine-learning, deep-learning, orother AI technologies;
- Demonstrated experiencein developing core AI algorithms in industry, industrial AI or forreal-world AI problems;
- Demonstrated relevantexperience in implementing robust and scalable industrial AIsolutions;
- Experience in the oil & gasexploration & production company or oil field servicescompany is a plus.
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Senior Data Scientist Computer Vision - Abu Dhabi, United Arab Emirates - G42
Description
Qualifications
Requiredexperience: