You Are:
An AI practitioner, capable of hands-on development of Large Language Models, as well as, the ability to lead one or more delivery teams as required, in support of our Data and AI Practice.
Demonstrated Capabilities:
- Ability to build and execute fine-tuning pipelines for LLMs on target datasets.
- Capable of customizing LLMs for problem sets containing large amounts of data.
- Ability to design complex LLM workflows applicable to client-relevant use cases.
- Expertly incorporate and optimize prompts to enhance LLM outputs.
- Design and optimize RAG workflows.
- Design complex guardrail workflows that can be incorporated into LLM pipelines
- Ability to evaluate state of the art tooling and incorporate into LLM pipeline designs.
- Ability to converse in LLM design, solutioning, and lead trainings to technical peers.
- Experience characterizing LLM vulnerabilities, robustness, and performance.
- Experience mitigating LLM hallucinations, unwanted biases, low-quality, and poisoned data
Role Description / Expectations:
- The Generative AI Senior Principal Scientist leads in conceptualization, design, and building of tuned LLM capabilities as well as engineering leveraged capabilities derived from LLMs.
- Assists in developing programmed language capabilities, statistical analysis, NLP techniques.
- Develops novel LLM pipelines optimized for complex client use cases.
- Implements optimal models, prompts, tools, and infrastructure components weighed against use case demands.
- Carefully applies responsible AI methodologies and practices to reduce unwanted bias, ensure trustworthy application of LLMs, and mitigate risks.
- Contributes to enterprise-wide understanding of LLM guardrails based on emerging research and observations from open source and commercial models.
- Develops and incorporates novel optimizations to enhance LLM performance for applied use cases.
- Selectively applies LLM outputs to complex use cases.
- Expertly incorporates data retrieval tools which can be applied to a RAG framework to optimally apply LLMs for advanced client-use case.
- Assists and trains junior LLM engineers in concepts, methods, and best practices.
- Contributes to design and assessment of automated tools for insertion of guardrails into LLM workflows.
- Educates clients on ideal LLM use cases, prompting best practices, RAG workflows, and guardrail best practices.
- Rapidly iterates on data ingest, prompt, model, and guardrail improvements to enhance performance of LLM pipeline for a given use case after initial testing.
- Processes datasets for fine-tuning LLMs for target use cases.
Here's What You Need:
- Bachelor’s Degree or 5+ years of equivalent industry experience
- Proven track-record of leading innovative teams, while producing tangible results.
- Good communications skills.
- Ability to represent Accenture in client-facing roles.
Bonus Points If:
- Advanced Degree in science, technology, engineering, mathematics (STEM) related field, with Ph.D. preferred, but not required
- 10+ years of industry experience
- Experience with Federal Clients
The Extras:
- US Citizenship Required
As required by local law, Accenture Federal Services provides reasonable ranges of compensation for hired roles based on labor costs in the states of California, Colorado, Hawaii, New York, Washington, and the District of Columbia. The base pay range for this position in these locations is shown below. Compensation for roles at Accenture Federal Services varies depending on a wide array of factors, including but not limited to office location, role, skill set and level of experience. Accenture Federal Services offers a wide variety of benefits. You can find more information on benefits here. We accept applications on an on-going basis and there is no fixed deadline to apply.
Los Angeles County Information Only
If you live in or expect to work from Los Angeles County if hired for this position, please review below for important additional information.
Criminal history may have a direct, adverse, and negative relationship with some of the material job duties of this position. These include the duties and responsibilities listed in the job posting, as well as the abilities to adhere to company policies, exercise sound judgment, effectively manage stress and work safely and respectfully with others, exhibit trustworthiness, meet client expectations, standards, and accompanying requirements, and safeguard business operations and company reputation. Pursuant to the California Fair Chance Act, Los Angeles County Fair Chance Ordinance for Employers, Los Angeles Fair Chance Initiative for Hiring Ordinance, and San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.
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