Sr. Data Scientist Generative AI
Company: PRGX Global, Inc.
Location: Atlanta
Posted on: October 19, 2024
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Job Description:
We are seeking a talented Senior Data Scientist with expertise
in Generative AI to join our team. This role will report to the
Director, Artificial Intelligence and based out of PRGX's Atlanta
office. In this role, you will be responsible for designing,
developing, and implementing cutting-edge generative models,
driving innovation, and providing technical leadership to a team of
data scientists. You will work closely with cross-functional teams,
including engineers, product managers, and researchers, to identify
opportunities, design solutions, and deliver high-impact projects
that leverage Generative AI technologies.JOB DUTIES &
RESPONSIBILITIES:Design, develop, and deploy generative AI models
for various applications with a focus on text generation and
sematic entity extraction. -Collaborate with stakeholders to
identify business needs, define project scopes, and establish
data-driven solutions. -Mentor junior data scientists/interns,
providing guidance on best practices and industry standards. -Stay
up to date with the latest research and advancements in Generative
AI and related fields. -Collaborate with other teams, such as
engineering and product management, to integrate models into
production environments. -Establish and maintain documentation for
models, algorithms, and processes. -Ensure all projects meet
quality, performance, and security standards. -Communicate complex
concepts and findings effectively to both technical and
non-technical audiences.WORK EXPERIENCE AND EDUCATION
REQUIREMENTS:Master's degree in Computer Science, Statistics,
Mathematics, or a related field required. - Ph.D preferred. Proven
experience (3-5 years) as a Data Scientist or Machine Learning
Engineer, with experience in deploying Generative AI based
solutions in production. -Experience working on cutting-edge
technologies to solve problems using Retrieval Augmented Generation
(RAG), Fine tuning LLMs, Prompt tuning, Graph RAGs, Knowledge
graphs, etc. -Strong background in machine learning, deep learning,
and probabilistic modeling. -Proficiency in modern data science
tools and frameworks, such as PyTorch, Tensorflow, JAX,
Scikit-learn, and Keras. -Experience designing and implementing
large-scale data pipelines and processing systems. -Experience
working with server-side frameworks like FastAPI as well as API
development, documentation, and versioning. -Familiarity with cloud
platforms (AWS, GCP, or Azure), CI/CD tools (Jenkins) and
containerization technologies (Docker, Kubernetes). -Strong
programming skills in Python and experience working with version
control systems (Git). -Excellent communication and teamwork
skills. -Experience mentoring junior colleagues and interns. -
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Keywords: PRGX Global, Inc., Alpharetta , Sr. Data Scientist Generative AI, Other , Atlanta, Georgia
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