Data Scientist_5

Fractal Analytics Ltd.; California (MO); On-site; USD 150,000 - 170,000; Full time

Benefits offered by this job

Health insurance

Dental insurance

Vision insurance

Life insurance

Disability plan

401(k)

Job summary

Fractal Analytics Ltd. is seeking a GenAI Data Scientist to build production‑grade LLM‑powered applications such as agentic chatbots, semantic search, and contextual assistants.

The role requires deep technical expertise in LLM architectures and fine‑tuning within enterprise environments. You will fine‑tune models (GPT‑4, LLaMA, Claude), implement RAG frameworks, and integrate AI assistants with internal systems and APIs for multi‑step reasoning.

Qualifications

• Strong experience with LLMs (GPT-4, LLaMA, Claude) and related frameworks.
• Experience designing agent-based architectures for autonomous task execution.
• Solid NLP foundation: embeddings, vector databases, summarization, QA systems.
• Proficient in Python and ML libraries (PyTorch, TensorFlow, scikit‑learn).
• Experience with cloud platforms (AWS, GCP, Azure) and containerization (Docker, Kubernetes).
• Familiarity with MLOps practices and deployment/monitoring tools.
• Ability to translate business needs into technical blueprints and prototypes.
• Proven track record delivering scalable GenAI solutions in enterprise environments.

Responsibilities

• Design and develop LLM-powered applications such as agentic chatbots, smart search, and summarizers.
• Fine‑tune foundation models for domain tasks using best practices.
• Implement Retrieval‑Augmented Generation (RAG) for enterprise knowledge access.
• Integrate AI assistants with internal systems and APIs for multi‑step reasoning.
• Evaluate emerging GenAI tools and incorporate scalable architectures.
• Experiment with few‑shot, prompt tuning, instruction tuning and tool use.

Skills

LLMs

NLP techniques

Python

ML libraries

Cloud platforms

MLOps

Communication

Delivery of GenAI solutions

Education

Master’s/PhD in CS/AI

Tools

Hugging Face

LangChain

LlamaIndex

Haystack

PyTorch

TensorFlow

Job description

Position Overview

Fractal Analytics is seeking a GenAI Data Scientist with hands‑on expertise in building production‑grade Large Language Model (LLM)-powered applications such as agentic chatbots, semantic search engines, and contextual assistants. The ideal candidate will be deeply technical with a strong foundation in LLM architecture and fine‑tuning, a strong understanding of Foundation Model capabilities, RAG design and performance evaluation frameworks. This role is central to driving the development of innovative generative AI experiences that empower users and transform enterprise decision‑making.

Key Responsibilities

• Design and develop LLM-powered applications such as agentic chatbots, smart search, contextual recommendation systems, and document summarizers.
• Fine‑tune open‑source and proprietary foundation models (e.g., GPT, LLaMA, Claude) for domain‑specific tasks using best practices.
• Implement Retrieval‑Augmented Generation (RAG) frameworks for enterprise‑grade knowledge access.
• Integrate AI assistants with internal systems and APIs for multi‑step reasoning and tool usage.
• Evaluate emerging GenAI tools and frameworks and incorporate them into scalable architectures.
• Experiment with techniques such as few‑shot learning, prompt tuning, instruction tuning, and tool use (e.g., LangChain, LlamaIndex).
• Contribute to IP and internal assets for reusable components and accelerators.
• Design robust benchmarking and evaluation pipelines for LLM outputs (e.g., factual accuracy, hallucination rates, usefulness).
• Ensure responsible AI practices—bias detection, safety constraints, and interpretability.
• Collaborate with AI Governance and MLOps teams to ensure scalable and auditable deployments.
• Work closely with solution architects, UI engineers, and domain experts to define end‑to‑end product flows.
• Translate business requirements into technical blueprints and iterate through prototypes to production.
• Provide technical mentorship to junior data scientists and AI engineers.

Required Qualifications & Skills

• Strong experience working with LLMs (e.g., GPT‑4, LLaMA, Claude, PaLM) and frameworks such as Hugging Face, LangChain, LlamaIndex, or Haystack.
• Experience implementing agent‑based architectures for autonomous task execution.
• Solid grounding in NLP techniques including embeddings, vector databases, text classification, summarization, and QA systems.
• Proficiency in Python and ML libraries like PyTorch, TensorFlow, scikit‑learn.
• Experience with cloud platforms (AWS, GCP, or Azure) and containerization (Docker, Kubernetes).
• Familiarity with MLOps practices and tools for model deployment and monitoring.
• Ability to understand user pain points and propose intuitive AI solutions.
• Strong problem‑solving and communication skills to work across technical and business stakeholders.
• Proven track record of delivering scalable GenAI solutions in enterprise environments.

Preferred Qualifications

• Master’s/PhD in Computer Science, AI, Data Science, or a related field.
• Experience deploying GenAI solutions in a B2B enterprise or consulting environment.
• Familiarity with vector databases (e.g., FAISS, Pinecone, Weaviate, Chroma) and hybrid search strategies.

Why Join Fractal Analytics?

Opportunity to work on impactful projects and develop scalable solutions for our clients which are some of the world’s most valuable companies. Learn and grow with a diverse, high‑performing team building cutting‑edge AI, ML and engineering solutions. Competitive compensation and benefits, with opportunities for professional growth and development.

Pay

The wage range for this role is $150,000 to $170,000 yearly, with eligibility for a discretionary bonus. Compensation is based on skill set, experience, training, licensure, certifications, and other business and organizational factors.

Benefits

Benefits include health, dental, vision, life insurance and disability plan; 401(k) plan after 30 days; 11 paid holidays; 12 weeks of parental leave; and a “free time” PTO policy allowing flexibility for sick time or vacation.

Equal Employment Opportunity

Fractal provides equal employment opportunities to all employees and applicants and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.