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AI Research Scientist
2 weeks ago
LOCATION: FAIRWAY BUSINESS PARK, Bangalore.
Mode: Onsite.
We provide a broad spectrum of advanced engineering and operational support services with a key focus on Artificial Intelligence and other digital solutions and services for Energy, Oil & Gas, Refining, Petrochemicals, Chemicals, Mining, Supply Chain, Utilities, Power, and Manufacturing industries as well as Smart Cities across the region.
We provide a healthy environment to harmonize human intelligence with technological innovation that might develop our human assets and clients alike.
Key Responsibilities:
- Build computer vision applications for the data captured from fixed cameras or drones.
- Should be able to analyze the images for industrial complexes like power plants, power distribution, refineries, petrochemicals, etc.
- Ability to select the appropriate classified image libraries and algorithms to develop anomaly detection application
- Should be able to program the application to automate the detection.
- Should be well versed with various imaging formats.
- Assist in the installation and running of product demonstrations.
- Test and reform algorithms to analyze video images and improve detection sensitivity.
- Evaluate various state-of-the-art computer vision algorithms and recommend the best fit on a case-to-case basis.
- Develop and automate applications to support routine inspection through drones.
- Port, implement, and optimize analytics and machine learning algorithms using special-purpose computing architectures.
- Secondary support and bug fixing for active applications at client sites.
- Contribute to expanding and sustaining the knowledge base through the training and mentoring of peers and subordinates.
- Establish technical performance benchmark.
- Support the Sales team during the bidding process with technical clarifications.
- Support the project team with estimates, schedules, and resource loading.
- Develop solution architecture and generate draft for design reviews.
- Help in developing project documentation and client training.
Education And Qualifications:
- E/B.
Skills & Experience:
- 10+ years of overall experience in delivery of end-to-end analytical solutions (analyze, design, implement,. test and deploy) and implementation of AI and Advanced Analytics projects for Oil, Gas, and Chemical industries.
- 8-11 years of work in building computer vision applications using AI.
- Hands-on and strong project experience in developing computer vision applications using Framework and Image Libraries: Open CV, TensorFlow, and Keras.
- Well-versed and proficient in Python, C++ scripting languages.
- Experience in industrial computer vision applications using AI.
- Experience working with drone-based data (nice to have).
- Experience in the latest computer vision frameworks for pre-trained models.
- Experience in industrial automation use cases using computer vision AI.
- Certification in AI / Data Analytics / Deep Learning is desired.
- Having a personal Github account will be an advantage.
- Analytical capabilities to support engineering decisions.
- Experience in real-time video analytics pipeline.
- Drone-based data analytics and modeling for anomaly detection.
- Process or Power industry experience is desired.
- Good in documentation practices, writing reports and project protocols.
- High level of technical aptitude.
- Microsoft Office and technical presentation skills.
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