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AI and LLM Architect

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General Dynamics Information Technology

10d ago

  • Job
    Full-time
    Senior Level
  • Data
    IT & Cybersecurity
  • Springfield

AI generated summary

  • You must have 6+ years in AI/ML, 1+ year in LLM/Gene AI, experience in architecting LLM applications, and be a US citizen willing to obtain clearance and travel 10%.
  • You will design and implement generative AI solutions, optimize LLM performance, analyze costs, collaborate with teams, and maintain technical documentation for advanced AI applications.

Requirements

  • Must be willing and able to obtain the required high level security clearance
  • Minimum of 6 years of experience in designing & deploying AI / ML solutions using various cloud vendors.
  • Minimum of 1 year of experience in the LLM and Generative AI space.
  • Minimum of 1 year of experience architecting and operationalizing LLM driven application architecture patterns.
  • Minimum of 6 years in engineering, machine learning, deep learning and NLP solutions and applications.
  • Bachelor's degree or equivalent work experience (minimum of 12 years), or an associate degree with a minimum of 6 years of equivalent work experience.
  • Must be willing to travel: Local travel 10%
  • US Citizenship Required

Responsibilities

  • Architect and design end to end Generative AI products, applications and solutions for specific business needs and provide implementation guidance during delivery.
  • Leverage, customize and implement Gen AI models, algorithms, and methodologies to improve the overall quality Gen AI products, applications and systems.
  • Analyze and evaluate the performance of Gen AI systems and provide design recommendations.
  • Estimate the effort and time required for deploying an end-to-end solution using LLMs.
  • Estimate cost of using LLMs in different forms for business use cases and the viability, develop cost models for different usage patterns.
  • Analyze and make right technological choices for generative ai solutions.
  • Design and prototype reusable components for LLM based solution patterns.
  • Architect components of an LLM solution to address Responsible AI & Security.
  • Design LLM Ops solutions for large scale operationalization.
  • Collaborate seamlessly with diverse, cross-functional teams to accurately identify and prioritize requirements, ensuring that the language model meets the needs and expectations of various stakeholders.
  • Create and maintain comprehensive technical documentation that comprehensibly captures the intricate details of the language model, facilitating seamless understanding, efficient troubleshooting, and future development.
  • Harness the power of transformer architecture, a cutting-edge deep learning model widely employed in natural language processing and computer vision, to optimize the language model's performance and efficiency.
  • Exploiting the transformative capabilities of transformer architectures to seamlessly process and reshape vast volumes of data, empowering the language model to achieve unprecedented levels of accuracy and versatility.

FAQs

What is the required clearance level for this position?

The required clearance level is Top Secret/SCI, and the candidate must be able to obtain Top Secret SCI + Polygraph.

What experience is needed for the AI and LLM Architect position?

A minimum of 8 years of related experience in systems engineering, with at least 6 years in engineering, machine learning, deep learning, and NLP solutions, as well as 1 year in LLM and Generative AI.

Is U.S. citizenship required for this role?

Yes, U.S. citizenship is required for this position.

Where is the job location for the AI and LLM Architect?

The job is located in Springfield, VA.

Will there be opportunities for travel in this role?

Yes, minimal local travel of about 10% may be required.

What is the salary range for this position?

The likely salary range for this position is $181,050 - $244,950, but actual salary will depend on experience, geographic location, and contractual requirements.

Are there any specific skills required for this job?

Required skills include Artificial Intelligence (AI), Generative AI, and Machine Learning.

What kind of benefits does the company offer?

The company offers a variety of medical plan options, dental and vision plans, a 401(k) plan with company match, paid time off, and other insurance benefits.

Is there a need for technical documentation in this role?

Yes, creating and maintaining comprehensive technical documentation is a crucial part of the role.

What educational background is preferred for candidates?

A Bachelor's degree or equivalent work experience is required, with a minimum of 12 years of experience or an associate degree with at least 6 years of equivalent work experience.

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General Dynamics Information Technology

Art of the possible.

Technology
Industry
10,001+
Employees
1962
Founded Year

Mission & Purpose

GDIT is a global technology and professional services company that delivers consulting, technology and mission services to every major agency across the U.S. government, defense and intelligence community. Our 30,000 experts extract the power of technology to create immediate value and deliver solutions at the edge of innovation. We operate across 30 countries worldwide, offering leading capabilities in digital modernization, AI/ML, Cloud, Cyber and application development. GDIT is part of General Dynamics, a global aerospace and defense company. We have shared our clients’ sense of purpose for over half a century and have a have a unique understanding of their missions, complex environments, and a rapidly changing world. Together with our clients, we strive to create a safer, smarter world by harnessing the power of deep expertise and advanced technology.