Sr Staff Data Scientist
Sr Staff Data Scientist
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1 Vacancy
Job Description
Job Description Summary
As a Sr Staff Data Scientist you will lead and work within teams as a technical domain expert addressing statistical machine learning and artificial intelligence problems in a commercial technology and consultancy development environment. You will be part of a data science or crossdisciplinary team driving AI business solutions involving large complex data sets. Potential application areas include time series forecasting machine learning regression and classification root cause analysis (RCA) simulation and optimization large language models and computer vision. The ideal candidate will be responsible for developing and deploying machine learning models in production environments. This role requires a strong technical background excellent problemsolving skills and the ability to work collaboratively with data engineers analysts and other stakeholders.Job Description
Roles and Responsibilities:
- Understand business problems and identify opportunities to implement data science solutions.
- Develop verify and validate analytics to address customer needs and opportunities.
- Design develop and deploy machine learning models and algorithms
- Work in technical teams on the development deployment and application of applied analytics predictive analytics and prescriptive analytics.
- Develop and maintain pipelines for RetrievalAugmented Generation (RAG) and Large Language Models (LLM).
- 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.
- Interact with cloud services and develop and deploy models within cloud environments such as AWS Azure Google Cloud and Databricks
- Perform exploratory and targeted data analyses using descriptive statistics and other methods.
- Work with data engineers on data quality assessment data cleansing data analytics and model productionization
- Generate reports annotated code and other projects artifacts to document archive and communicate your work and outcomes.
- Communicate methods findings and hypotheses with stakeholders.
- Mentor colleagues in technical areas and drive standardization across the analytics enterprise
- Review data science/AI projects for technical rigor
Minimum Qualifications:
- Bachelors degree from accredited university or college with minimum of 6 years of professional experience OR associates degree with minimum of 8 years of professional experience
- 4 years proficiency in Python (mandatory)
- 3 years demonstrated expertise in cloud platforms (e.g. AWS Azure Google Cloud Databricks) and their machine learning services
- 3 years demonstrated expertise working and leading in team settings in various roles
- 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 defining and delivering customer value.
- Demonstrated expertise communicating complex information to executive stakeholders
- Demonstrated expertise in critical thinking and problemsolving methods
- Demonstrated experience deploying and managing CI/CD pipelines
- 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 serving as a change agent.
- Demonstrated skill in working in ambiguous environments.
Note:
To comply with US immigration and other legal requirements it is necessary to specify the minimum number of years experience required for any role based within the USA. For roles outside of the USA to ensure compliance with applicable legislation the JDs should focus on the substantive level of experience required for the role and a minimum number of years should NOT be used.
This Job Description is intended to provide a high level guide to the role. However it is not intended to amend or otherwise restrict/expand the duties required from each individual employee as set out in their respective employment contract and/or as otherwise agreed between an employee and their manager.
This role requires access to U.S. exportcontrolled information. If applicable final offers will be contingent on ability to obtain authorization for access to U.S. exportcontrolled information from the U.S. Government.
Additional Information
GE Aerospace offers a great work environment professional development challenging careers and competitive compensation. GE Aerospace is anEqual 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: Yes
Required Experience:
Staff IC
Employment Type
Full-Time
