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AI Research Intern for Time-series Modeling
7 hours ago
Join our AI research team to develop the next generation of intelligent systems for the energy sector. As an AI Research Intern for Time-series Modeling, you will tackle the unique challenges of analyzing and forecasting data from critical industrial assets. Your core mission will be to design, build, and validate advanced multi-variate time-series models that go beyond purely data-driven approaches.
The heart of your project will involve innovating on existing or new modeling architectures by integrating fundamental domain knowledge. You will explore cutting-edge techniques to embed physics-based principles, causal relationships, operational constraints, and robust uncertainty quantification directly into your models. This research aims to create more accurate, reliable, and interpretable AI that can enhance the performance and safety of industrial systems, with direct applications in power generation, renewables, and grid management.
Project Outcomes:
• Prototype: A functional proof-of-concept model that demonstrates the successful integration of physics, causality, or uncertainty quantification to improve forecasting or anomaly detection on industrial data.
• Comprehensive Experimental Analysis & Report: A detailed technical report and final presentation summarizing your research methodology, model architecture, and a rigorous comparative analysis against baseline time-series models.
• Validated Codebase: A well-documented and reusable codebase, including data processing pipelines and model implementation, contributed to the team's internal repository.
Potential Contribution to Intellectual Property: Novel research findings and techniques that could form the basis for a patent application or a publication in a leading AI or industrial AI conference.
Primary Skills Developed:
• Industrial Data Analysis: Proficiency in handling the complexities of real-world industrial sensor data, including preprocessing, feature engineering, and interpreting model behavior in the context of physical systems.
• Applied Research & Development Lifecycle: Practical experience of the end-to-end research process in an industrial setting—from problem formulation and experimental design to prototyping, rigorous validation, and results analysis.
• Technical Communication & Documentation: Advanced skills in documenting code, articulating complex technical concepts in reports, and presenting research findings and their implications to a team of experts and business stakeholders.
Basic Qualifications:
• Currently pursuing a M.S./Ph.D. in Computer Science or related fields in MIT Schwarzman College of Computing, School of Engineering (EECS, MechE, etc.), or School of Science (Brain and Cognitive Sciences, Mathematics).
• Legal authorization to work in the U.S. is required.
• Must be willing to work out of an office located in Niskayuna, NY.
• Minimum GPA 4.0 / 5.0 scale.
• Because of the specific categories of data handled by GE Vernova Advanced Research and the structure of our work environment, we are unable to accommodate employment of persons while they are considered nationals of countries subject to comprehensive restrictions under the US Export Administration Regulations (EAR), 15 CFR Section 746 et seq. (currently North Korea, Syria, Iran and Cuba). Please note that citizens of these countries who have either "U.S. person" status under U.S. export control laws or subsequent citizenship or permanent residency from a non-restricted country can be considered.
Desired Qualifications:
• Demonstrated proficiency in programming languages, such as Python
• Solid understanding of AI and machine learning principles
• Hands-on experience with machine learning model development and model training on GPUs
• Ability to work collaboratively within cross-functional teams
Benefits Available to you:
Addressing the climate crisis is an urgent global priority, and at GE Vernova, we take our responsibility seriously. That is the singular mission of GE Vernova: to continue electrifying the world while simultaneously working to help decarbonize it. In order to meet this mission, we provide varied, competitive benefits to help support our workforce: Our Culture | GE Vernova )
The pay for this position ranges from $1,000-2,000 weekly based on years of undergraduate/graduate field of study completed.
This position is also eligible for:
- Relocation Assistance: Co-op/Interns will be reimbursed for reasonable, proper, and documented expenditures incurred while initially reporting to work and returning to school/home upon completion of the assignment. Employees with a permanent address greater than 50 miles away from the work location are eligible.
- Housing Allowance: Co-op/Interns employees receive a weekly housing allowance to help off-set living expenses when the co-op/Intern's permanent residence is at least 50 miles away from the work location.
- Employee Assistance Program, providing 24/7 confidential assessment, counseling and referral services
- GE Retirement Savings Plan (RSP) after their accumulated service reaches 90 days, and they meet any other eligibility requirements as defined in the plans. (Eligibility occurs on the 1st of the month following the 90th day.)
General Electric Company, Ropcor, Inc., their successors, and in some cases their affiliates, each sponsor certain employee benefit plans or programs (i.e., is a Sponsor"). Each Sponsor reserves the right to terminate, amend, suspend, replace, or modify its benefit plans and programs at any time and for any reason, in its sole discretion. No individual has a vested right to any benefit under a Sponsor's welfare benefit plan or program. This document does not create a contract of employment with any individual.
Inclusion
At GE Vernova, we believe in the value of your unique identity, background and experiences. We are committed to fostering an inclusive culture, where everyone feels empowered to do their best work because they feel accepted, respected and that they belong. Click here to learn more:
This position will remain open until at least November 1, 2025.
Additional InformationGE Vernova offers a great work environment, professional development, challenging careers, and competitive compensation. GE Vernova is an Equal Opportunity Employer. Employment decisions are made without regard to race, color, religion, national or ethnic origin, sex, sexual orientation, gender identity or expression, age, disability, protected veteran status or other characteristics protected by law.
GE Vernova will only employ those who are legally authorized to work in the United States for this opening. Any offer of employment is conditioned upon the successful completion of a drug screen (as applicable).
Relocation Assistance Provided: No
