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GE Aerospace · 1 day ago

Senior AI Architect

United States

Full-time

Remote

Senior Level

$131K/yr - $175K/yr

5+ years exp

GE Aerospace is looking for a Senior AI Architect to lead the creation of transformative AI capabilities in the Supply Chain domain. The role involves architecting scalable AI solutions and mentoring talent while integrating cutting-edge technologies to enhance decision-making and operational efficiency.

AerospaceCommercialManufacturing

No H1B

U.S. Citizen Only

Responsibilities

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

Qualification

Generative AI solutionsLarge Language ModelsAI/ML developmentOpenAI GPT 3.5/4.0LangChain frameworkProblem resolutionTechnical leadershipMentorshipInterpersonal skills

Required

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

Preferred

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

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

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