Computer Vision Scientist

• 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.
  
  

Qualifications

Required experience:

• 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.