Research Scientist, Machine Learning

Company: GE Vernova

About the Role

GE Vernova’s Advanced Research business is the central innovation engine for GE’s portfolio of energy businesses. The research organization is comprised of 400+ researchers across scientific and engineering disciplines, driving research programs to decarbonize power, accelerate renewables, promote electrification, and build a 21st-century grid. We are seeking a motivated and experienced Senior Researcher to join our team in Artificial Intelligence, Machine Learning (AIML). As a Senior Research Engineer, you will lead and drive cutting-edge projects leveraging AIML and computer vision techniques for state-of-the-art visual inspection, anomaly detection, prognostics, diagnostics, and modeling solutions.

Key Responsibilities

• Develop advanced algorithms and methodologies in artificial intelligence, machine learning (AIML), and computer vision for process and product innovation.
• Analyze extensive datasets to identify patterns, trends, and insights, focusing on computer vision-based diagnostics, visual inspection, and prognostics for large-scale energy equipment.
• Design and optimize AIML and computer vision algorithms and models, including convolutional neural networks and generative models, for high performance and scalability.
• Design and conduct experiments to assess the efficacy and reliability of AIML-based solutions.
• Document research findings, methodologies, and implementation strategies for knowledge sharing.
• Collaborate with cross-functional teams (engineers, researchers, product managers) to integrate AIML solutions into system platforms.
• Stay current with advancements in AIML, computer vision, control systems, and signal processing engineering.
• Contribute to research initiatives to develop AI and computer vision solutions for industrial challenges, including image-based defect detection, object recognition, and visual analytics.
• Support senior researchers and contribute to project execution, ensuring alignment with strategic objectives.
• Demonstrate the impact of AI through prototypes and solutions for real-world problems.
• Utilize best practices in software libraries, tools, and methodologies for efficient, scalable, and reusable solutions.
• Contribute to intellectual property development through invention disclosures and patent filings.
• Publish research in scientific journals and present findings at conferences.

Requirements & Tech Stack

• Proficiency in programming languages and frameworks for AIML and computer vision applications, such as Python, TensorFlow, PyTorch, OpenCV, and related libraries.
• Experience in data analysis and manipulation using tools like pandas, NumPy.
• Familiarity with software development best practices, including version control (Git) and agile methodologies.

Qualifications

• PhD from a premier Indian institution (IISc, IITs) with 0-2 years of relevant experience, OR Masters from a premier Indian institution (IISc, IITs) with 5+ years of relevant experience in AIML or related fields.
• Strong understanding and hands-on experience in machine learning, artificial intelligence, computer vision, and related fields.
• Knowledge of image processing, object detection, segmentation, and deep learning architectures (e.g., CNNs, Vision Transformers).
• Experience applying AIML and computer vision concepts to practical applications, including industrial visual inspection, image classification, or real-time object detection.
• Good problem-solving skills and critical, creative thinking.
• Strong communication skills and ability to work collaboratively in a team environment.
• Ability to build prototypes and develop proof-of-concepts to illustrate solution feasibility.
• A good record of peer-reviewed publications in reputed journals and conferences in AIML, computer vision, or related fields.

Relocation Assistance Provided: Yes