Senior Research Engineer

2 weeks ago

Bengaluru, Karnataka, India GE VERNOVA Full time ₹ 12,00,000 - ₹ 36,00,000 per year

We are seeking a highly motivated and skilled senior researcher to join our team in the field of Artificial Intelligence, Machine Learning (AIML). As a Senior research engineer, you will have the opportunity to work closely with our experienced engineers and researchers on cutting-edge projects that leverage AIML techniques for the development of state-of-the-art prognostics, diagnostic and modelling solutions.

Roles and Responsibilities

  • Lead the development of advanced algorithms and methodologies in artificial intelligence and machine learning (AIML) to drive process and product innovation.
  • Oversee the analysis of extensive datasets to identify complex patterns, trends, and insights, with an emphasis on diagnostics and prognostics for large-scale energy equipment.
  • Architect and optimize AIML algorithms and models to ensure superior performance and scalability.
  • Design, conduct, and supervise experiments to assess the efficacy and reliability of AIML-based solutions.
  • Document and disseminate research findings, methodologies, and implementation strategies for effective knowledge sharing and future reference.
  • Collaborate with and guide cross-functional teams, including engineers, researchers, and product managers, to seamlessly integrate AIML solutions into existing system platforms.
  • Stay at the forefront of advancements in AIML, control systems, and signal processing engineering, through literature reviews, and active participation in conferences and seminars.
  • Lead research initiatives to conceptualize and develop AI solutions for complex industrial challenges.
  • Mentor junior researchers and contribute to project leadership, ensuring alignment with strategic objectives.
  • Demonstrate the impact of AI through advanced prototypes and solutions that address real-world problems.
  • Utilize and advocate for best practices in software libraries, tools, and methodologies to implement efficient, scalable, and reusable solutions.
  • Drive intellectual property development by authoring invention disclosures and filing patents.
  • Publish research in high-impact scientific journals and present findings at leading conferences.

Required Qualifications

  • PhD with 5-10 years of relevant experience or a master's with 8-13 years of relevant experience from a reputed institution.
  • Extensive understanding and experience in machine learning, artificial intelligence, and related fields.
  • Proven track record of applying multiple advanced AIML concepts to practical applications.
  • Proficiency in programming languages and frameworks commonly used in AIML applications, such as Python, TensorFlow, PyTorch, and others.
  • Expertise in data analysis and manipulation using tools like pandas, NumPy, and proficiency in software development best practices, including version control (e.g., Git) and agile methodologies.
  • Strong leadership capabilities, excellent problem-solving skills, and ability to think critically and creatively.
  • Superior communication skills and ability to lead, mentor, and work effectively in a collaborative team environment.
  • Demonstrated ability to build advanced prototypes and rapidly develop proof-of-concepts to illustrate solution feasibility.

**Additional Information****

Relocation Assistance Provided: Yes

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