Senior Data Scientist

4 weeks ago

Cincinnati, Ohio, United States GE Aerospace Full time

Job Description Summary

As a Senior Data Scientist at GE Aerospace, you will lead teams as a technical domain expert addressing statistical, machine learning, and data understanding problems in a commercial technology and consultancy development environment. You will be part of a data science or cross-disciplinary team on commercially facing development projects, typically involving large, complex data sets. These teams typically include statisticians, computer scientists, software developers, engineers, product managers, and end users, working in concert with partners in GE business units. Potential application areas include large language models, computer vision, and machine learning analysis aligned with strategic engagements. The ideal candidate will be responsible for developing and deploying machine learning models. This role requires a strong technical background, excellent problem-solving skills, and the ability to work collaboratively with data engineers, analysts, and other stakeholders.

Key Responsibilities

  • Develop and maintain pipelines for Retrieval-Augmented Generation (RAG) and Large Language Models (LLM).
  • Ensure efficient data retrieval and augmentation processes to support LLM training and inference.
  • Collaborate with data scientists to optimize RAG and LLM pipelines for performance and accuracy.
  • Utilize semantic and ontology technologies to enhance data integration and retrieval. Ensure data is semantically enriched to support advanced analytics and machine learning models.
  • Participate in Data Science Workouts to shape Data Science opportunities and identify opportunities to use data science to create customer value.
  • Develop, verify, and validate analytics to address customer needs and opportunities.
  • Work as part of a cross-functional team to translate algorithms into commercially viable products and services.
  • Work in technical teams in development, deployment, and application of applied analytics, predictive analytics, and prescriptive analytics.
  • Perform exploratory and targeted data analyses using descriptive statistics and other methods.
  • Work with data engineers on data quality assessment, data cleansing, and data analytics.
  • Generate reports, annotated code, and other project artifacts to document, archive, and communicate your work and outcomes.
  • Communicate methods, findings, and hypotheses with stakeholders.

Requirements

  • Bachelor's degree from an accredited university or college with a minimum of 5 years of professional experience, or associate degree with a minimum of 8 years of professional experience, or high school diploma with a minimum of 10 years of professional experience.
  • Minimum 5 years of professional experience in Computer Science or STEM majors (Science, Technology, Engineering, and Math).
  • Note: Military experience is equivalent to professional experience.

Eligibility Requirement

  • Legal authorization to work in the U.S. is required. We will not sponsor individuals for employment visas, now or in the future, for this job.

Desired Characteristics

  • Demonstrated skill in data management methods and analytic scaling.
  • Demonstrated skill in prescriptive analytics and analytic prototyping.
  • Demonstrated skill in solutions integration.
  • Demonstrated skill in defining and delivering customer value.
  • Demonstrated expertise working in team settings in various roles.
  • Demonstrated expertise in critical thinking and problem-solving methods.
  • Demonstrated expertise in presentation and communications skills.
  • Demonstrated skill in serving as a change agent.
  • Demonstrated skill in working in ambiguous environments.

Additional Information

GE Aerospace offers a great work environment, professional development, challenging careers, and competitive compensation. GE Aerospace 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 Aerospace 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

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