Staff Data Scientist
Staff Data Scientist
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Job Description
Job Description Summary
As a Staff Data Scientist you will work in teams 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:
- Design develop and deploy machine learning models and algorithms
- Understand business problems and identify opportunities to implement data science solutions.
- Develop verify and validate analytics to address customer needs and opportunities.
- Work in technical teams in 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).
- Ensure efficient data retrieval and augmentation processes to support LLM training and inference.
- 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.
- 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.
Minimum Qualifications:
- Bachelors degree from accredited university or college with minimum of 3 years of professional experience OR an associates degree with minimum of 5 years of professional experience
- 3 years of proficiency in Python (mandatory).
- 2 years experience with machine learning frameworks and deploying models into production environments
- 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:
- Strong analytical and problemsolving skills.
- Excellent communication and collaboration abilities.
- Familiarity with cloud platforms (e.g. AWS Azure Google Cloud) and their machine learning services.
- Experience with handling unstructured data including images videos and text.
- Understanding of computer vision techniques and tools
- Ability to work in a fastpaced dynamic environment.
- Experience with data preprocessing and augmentation tools.
- Demonstrated expertise in critical thinking and problemsolving methods
- Familiarity with cloud platforms (e.g. AWS Azure Google Cloud Databricks) and their machine learning services
- Demonstrated skill in defining and delivering customer value.
- Demonstrated expertise working in team settings in various roles
- Demonstrated expertise in presentation and communications skills.
- Experience with deep learning and neural networks.
- Knowledge of data governance and compliance standards.
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. Therefore for applicants who are not asylees refugees lawful permanent residents or U.S. Citizens (i.e. not a protected individual under the Immigration and Naturalization Act 8 U.S.C. 1324b(a)(3) otherwise known as a U.S. Person) final offers will be contingent on the 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
