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Sr Data Scientist

AT GE Aerospace
GE Aerospace

Sr Data Scientist

Bangalore, India

Job Description Summary

The Senior NLP Data Scientist will work in teams addressing natural language processing, large language models (LLMs), and agentic AI problems in a commercial technology and consultancy development environment. In this role, you will contribute to the development and deployment of advanced NLP techniques, large language models, agentic AI systems, and semantic analysis methods for extracting and understanding structure in large text data sets.

Job Description

Essential Responsibilities:

- Develop and implement state-of-the-art NLP models and algorithms, with a focus on large language models (LLMs) and agentic AI.
- Collaborate with cross-functional teams to identify and solve complex NLP problems in various domains.

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- Design and conduct experiments to evaluate the performance of NLP models and improve their accuracy and efficiency.
- Deploy NLP models into production environments, ensuring scalability and robustness.
- Analyze large text data sets to uncover insights and patterns using advanced statistical and machine learning techniques.
- Stay up-to-date with the latest research and advancements in NLP, LLMs, and agentic AI, and apply this knowledge to ongoing projects.
- Communicate findings and recommendations to stakeholders through clear and concise reports and presentations.
- Mentor and guide junior data scientists and engineers in best practices for NLP and machine learning.
- Develop and maintain documentation for NLP models, algorithms, and processes.
- Collaborate with product managers and engineers to integrate NLP solutions into products and services.
- Conduct code reviews and ensure adherence to coding standards and best practices.
- Participate in the development of data collection and annotation strategies to improve model performance.
- Contribute to the development of intellectual property, including patents and publications, in the field of NLP and AI

Qualifications/Requirements:

Bachelor's Degree in Computer Science or "STEM" Majors (Science, Technology, Engineering and Math) with advanced experience.

Desired Characteristics:
- Proven experience in developing and deploying NLP models, particularly large language models (LLMs) and agentic AI systems.
- Strong programming skills in Python and familiarity with NLP libraries and frameworks such as TensorFlow, PyTorch, Hugging Face Transformers, Langchain, Langgraph and spaCy.
- Experience with cloud platforms and tools for deploying machine learning models (e.g., AWS, GCP, Azure).
- Excellent problem-solving skills and the ability to work independently and as part of a team.
- Strong communication skills, with the ability to explain complex technical concepts to non-technical stakeholders.
- Experience with transfer learning, fine-tuning, and prompt engineering for LLMs.
- Knowledge of agentic AI principles and their application in real-world scenarios.
- Familiarity with big data technologies and tools such as Hadoop, Spark, and SQL.
- Publications or contributions to the NLP and AI research community.

Technical Expertise:
• Demonstrated awareness of data management methods
• Demonstrated awareness of Realtime analytics development and deployment

Domain Knowledge:
• Demonstrated awareness of industry and technology trends in one or more sectors where GE operates
• Demonstrated awareness of customer and stakeholder management and business metrics

Leadership:
• Demonstrated skill at function in a team setting
• Demonstrated awareness of critical thinking and problem solving methods
• Demonstrated awareness of presentation and influencing skills

Personal Attributes:
• Demonstrated awareness of how to succeed in ambiguous circumstances

  • Humble: respectful, receptive, agile, eager to learn
  • Transparent: shares critical information, speaks with candor, contributes constructively
  • Focused: quick learner, strategically prioritizes work, committed
  • Leadership ability: strong communicator, decision-maker, collaborative
  • Problem solver: analytical-minded, challenges existing processes, critical thinker

Additional Information

Relocation Assistance Provided: No

Client-provided location(s): Bengaluru, Karnataka, India
Job ID: GE_Aerospace-GAOGAYGLOBALR5000452EXTERNALENGLOBAL
Employment Type: Other

Perks and Benefits

  • Health and Wellness

    • Health Insurance
    • Health Reimbursement Account
    • Dental Insurance
    • Vision Insurance
    • Life Insurance
    • Short-Term Disability
    • Long-Term Disability
    • FSA
    • FSA With Employer Contribution
    • HSA
    • HSA With Employer Contribution
    • Mental Health Benefits
  • Work Flexibility

    • Flexible Work Hours
    • Remote Work Opportunities
    • Hybrid Work Opportunities
  • Vacation and Time Off

    • Unlimited Paid Time Off
  • Financial and Retirement

    • 401(K)
    • 401(K) With Company Matching
    • Performance Bonus
    • Relocation Assistance
  • Professional Development

    • Tuition Reimbursement
    • Learning and Development Stipend
    • Promote From Within
    • Mentor Program
    • Shadowing Opportunities
    • Access to Online Courses
    • Lunch and Learns
    • Internship Program
    • Leadership Training Program
    • Associate or Rotational Training Program
  • Diversity and Inclusion

    • Diversity, Equity, and Inclusion Program
    • Employee Resource Groups (ERG)

Company Videos

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