Roles and Responsibilities
In this role, you will:
- Work in conjunction with business teams, data scientists, software engineers, and other relevant parties to comprehend business objectives and define technical requirements.
- Architect Generative AI solutions using the latest techniques such as retrieval augmented generation, transformer architectures, etc. to accommodate large-scale and intricate Generative AI solutions.
- Develop and implement applications using advanced Generative AI models such as OpenAI GPT 3.5 or 4.0, Anthropic Claude, Google Plam2, Meta Llama2 or Llama3.
- Apply frameworks such as LangChain and Llama Index for efficient indexing, retrieval, and chaining of language models, enhancing the contextual understanding and response generation of applications.
- Assess and choose suitable Generative AI technologies, tools, and frameworks to attain the required performance, precision, and scalability.
- Oversee the fine-tuning and deployment of Large Language Models, ensuring compliance with top-tier practices in Generative AI and machine learning.
- Construct and sustain Generative AI workflows, incorporating stages such as data cleansing, pre-processing, model training or fine-tuning, and feedback loop.
- Evaluate Large Language Models and systems for optimal performance, scalability, and efficiency.
- Conduct frequent code assessments and provide technical mentorship to less experienced team members.
- Stay up to date on the latest trends and progress in Generative AI technologies, frameworks, and algorithms, and pinpoint opportunities for their use within the organization.
- Cooperate with infrastructure teams to guarantee seamless deployment and monitoring of Large Language Models in operational environments.
- Document Generative AI design choices and technical specifications for reference and knowledge dissemination.
Minimum Required Qualifications:
- Bachelor's Degree in Computer Science or “STEM” Majors (Science, Technology, Engineering and Math) from an accredited college or university
- Minimum of 5 years of AI/ML/Software Engineering Development experience
GE Aerospace will not sponsor individuals for employment visas, now or in the future, for this job opening.
Desired Characteristics and Experience:
Technical Expertise:
- Ability to consult customer on alignment of outcomes and desired technical solutions at an enterprise level
- Ability to Analyze, design, and develop a software solution roadmap and implementation plan based upon a current vs. future state of the business.
- Working knowledge of configuration choices and related cost implications; Experience with complex solution configurations.
- Knowledgeable of full range of solution catalog within a business unit and able to discuss overall solution at depth.
- Experience sustaining operational stability through various life cycle phases (planning, implementation, steady state, de-commissioning); Ability to provision and budget via capital and operating.
- Able to lead early-stage customer interactions; Guide customers as they develop confidence and comfort with approaches, and integrate with their legacy tech investments.
Business Acumen:
- Adept at navigating the organizational matrix; understanding people's roles, can foresee obstacles, identify workarounds, leverage resources and rally teammates
- Understand how internal and/or external business model works and facilitate active customer engagement
- Able to articulate the value of what is most important to the business/customer to achieve outcomes
- Able to produce functional area information in sufficient detail for cross-functional teams to utilize, using presentation and storytelling concepts
- Possess extensive knowledge of full solution catalog within a business unit and proficiency in discussing each area at an advanced level
Leadership:
- Demonstrated working knowledge of internal organization
- Foresee obstacles, identify workarounds, leverage resources, rally teammates.
- Demonstrated ability to work with and/or lead blended teams, including 3rd party partners and customer personnel.
- Demonstrated Change Management /Acceleration capabilities
- Strong interpersonal skills, including creativity and curiosity with ability to effectively communicate and influence across all organizational levels
- Proven analytical and problem resolution skills
- Ability to influence and build consensus with other Digital Technology teams and leadership
This role requires access to U.S. export-controlled information. Therefore, employment will be contingent upon the ability to prove that you meet the status of a U.S. Person as one of the following: U.S. lawful permanent resident, U.S. Citizen, have been granted asylee or refugee status (i.e., a protected individual under the Immigration and Naturalization Act, 8 U.S.C. 1324b(a)(3)).
Additional InformationGE 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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