Post Doc Machine Learning

Bengaluru - India

Monthly Salary: Not Disclosed

Posted on: 15 hours ago

Vacancies: 1 Vacancy

Job Summary

Job Description Summary

We are looking to grow our AI Systems team at GE Aerospace Research & are looking for top notch researchers to be part of this exciting journey. As a group we innovate and execute on the R&D strategy for GE Aerospace on a range of problems from designing inspections solutions for aircraft engines to building predictive/prescriptive analytics for a variety of applications that improve process efficiencies in the business.

Job Description

Site Overview

Established in 2000 the John F. Welch Technology Center (JFWTC) in Bengaluru is our multidisciplinary research and engineering center. Engineers and scientists at JFWTC have contributed to hundreds of aviation patents pioneering breakthroughs in engine technologies advanced materials and additive manufacturing.

Job Description

We are looking for highly motivated people with proven track record to conduct research in natural language processing artificial intelligence and machine learning. As a Research Intern you will be working with scientists in GE Aerospace Research to develop search and recommendation systems to improve the productivity of our Engineering teams. Your responsibilities will include developing and implementing algorithms to process Aerospace domain data for recommendation systems design experiments conduct thorough evaluations and document your work (e.g. publications invention disclosures). It will also include effectively communicating your findings with the appropriate stakeholders. You will encounter and have an opportunity to tackle unique challenges posed by the data and problems in the Aerospace domain including data quality highly domain specific vocabulary and how to integrate NLP/LLM-based solutions into our safety critical and regulated workflows and processes.

Required Qualifications

Full-time Masters with 4 yrs exp or PhD Degree program in Computer Science Electronics Industrial Electrical Mechanical or related Engineering field with specialization in Natural Language Processing Machine Learning AI or Statistics.
At least one of year of experience in conducting independent research ideally in the following areas: Large Language Models Entity and Relation extraction Zero / Few-shot Learning.
Proficient in implementing algorithms data pipelines and solutions in Python.
Self-starter ability to work in ambiguous environments and excellent communication skills.

Ideal Candidate:

Should have experience in data analytics optimization estimation or detectionalgorithms.

Desired Characteristics

A PhD Degree program with at least three years of experience in conducting independent research.
Previous experience in training fine-tuning (including instruction-tuning) and deploying Large Language Models.
Proven track record of publications at top AI conferences (or co-located workshops).
Experience of working with problems and data from industrial domains (Aviation Energy Healthcare Manufacturing etc.).
Strong foundations in design analysis and implementation of algorithms in different computing architectures is desired.
Experience with computer vision algorithms is a plus.

At GE Aerospace we have a relentless dedication to the future of safe and more sustainable flight and believe in our talented people to make it happen. Here you will have the opportunity to work on really cool things with really smart and collaborative people. Together we will mobilize a new era of growth in aerospace and defense. Where others stop we accelerate.

Additional Information

Relocation Assistance Provided: Yes

Job Description SummaryWe are looking to grow our AI Systems team at GE Aerospace Research & are looking for top notch researchers to be part of this exciting journey. As a group we innovate and execute on the R&D strategy for GE Aerospace on a range of problems from designing inspections solutions ...