Research Scientist - Machine Learning

Posted 17 Days Ago
Be an Early Applicant
Bengaluru, Bengaluru Urban, Karnataka
In-Office
2-7 Annually
Mid level
Energy • Manufacturing • Solar • Renewable Energy
GE Vernova is accelerating the path to more reliable, affordable, and sustainable energy.
The Role
The role involves developing AIML algorithms for diagnostics in energy systems, analyzing datasets, conducting experiments, and collaborating with teams.
Summary Generated by Built In
Job Description SummaryGE Vernova’s Advanced Research business is the central innovation engine for GE’s portfolio of energy businesses, which is unified under one banner called GE Vernova. The research organization is made up of 250+ researchers representing virtually every major scientific and engineering discipline. Collectively, they are driving major research programs and initiatives to decarbonize power, accelerate renewables, and promote electrification and the creation of a 21st century grid fit to power a zero-carbon energy future.
We are seeking a highly motivated and skilled researcher to join our team in the field of Artificial Intelligence, Machine Learning (AIML). As a 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.

Job Description

Roles and responsibilities

  • Develop novel AIML algorithms and methodologies applicable to control systems engineering and anomaly detection problems.
  • Analyse large time series datasets to identify patterns, trends, and insights to deliver algorithms dealing with diagnostics and prognostics of large energy equipment.
  • Implement and optimize AIML algorithms and models.
  • Design and conduct experiments to test the performance and robustness of AIML-based solutions.
  • Document research findings, methodologies, and implementation details for knowledge sharing and future reference.
  • Collaborate with cross-functional teams, including engineers, researchers, and product managers, to integrate AIML solutions into existing system platforms.
  • Keep abreast of the latest advancements in AIML, control systems, and signal processing engineering through literature review and participation in relevant conferences and seminars.

Required Qualifications

  • PhD with 2 - 5 Years Experience or Master’s degree with 5 - 7 Years Experience from a reputed institution in Computer Science or other engineering field.
  • Strong understanding of fundamental concepts in statistics, machine learning, and artificial intelligence.
  • Proficiency in programming languages commonly used in AIML applications such as Python, PySpark, PyTorch, Pandas, or similar.
  • Experience with data analysis and manipulation using tools like Pandas, NumPy, or MATLAB. Familiarity with software development best practices, including version control (e.g., Git) and agile methodologies.
  • Basic knowledge of cloud-based architectures
  • Excellent problem-solving skills and ability to think critically and creatively.
  • Strong communication skills and ability to work effectively in a collaborative team environment.
  • Demonstrated ability to build prototypes and quickly develop proof of concepts to show solution feasibility.

Additional Information

Relocation Assistance Provided: Yes

Top Skills

Matlab
Numpy
Pandas
Pyspark
Python
PyTorch
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The Company
HQ: , Cambridge, MA
75,000 Employees
Year Founded: 2024

What We Do

GE Vernova is a planned purpose-built company on a mission to electrify the planet while simultaneously working to decarbonize it.

If we want our energy future to be different…we must be different.

Our mission is embedded in our name. We retain our treasured legacy, “GE,” in our name as an enduring and hard-earned badge of quality and ingenuity. “Ver” / “verde” signal Earth’s verdant and lush ecosystems. “Nova,” from the Latin “novus,” nods to a new, innovative era of lower carbon energy that GE Vernova will help deliver.

GE Vernova brings together GE’s portfolio of energy businesses including Power, Wind, Electrification and Digital businesses. With focus, GE Vernova is accelerating the path to more reliable, affordable, and sustainable energy, while helping our customers power economies and deliver the electricity that is vital to health, safety, security, and improved quality of life.

Together, we have The Energy to Change the World.

Why Work With Us

Join our team, to evolve and grow, surrounded by some of the brightest minds in the industry who help you get better every day. You’ll get the chance to rewrite the rules, work on cutting-edge technology, and be part of a global team for positive change.

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