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Brooksource

Artificial Intelligence Specialist

Hybrid

Charlotte metro, United states

Junior

Freelance

06-01-2026

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Skills

Python SQL Data Engineering DevOps Docker Databases AWS cloud platforms Data Science Langchain

Job Specifications

AI Engineer – LLM Integration & Agent Development

Core Skills Needed:

• Python Engineering: Strong Python development background; clean, modular code design for data pipelines, API’s and LLM integration

• LLM Integration: Experience connecting enterprise or proprietary data to open-source models (e.g., Claude, or similar).

• Vector Databases & Retrieval: Familiar with embeddings, RAG pipelines, and tools like Pinecone, FAISS, Weaviate, or Chroma. (Familiarity with those tools not required)

• Agent Frameworks: Hands-on with tools such as: LangChain, LlamaIndex, CrewAI, or OpenDevin for multi-agent orchestration and tool-use workflows.

• APIs & Infrastructure: Ability to build Python API services that connect data sources, functions, and LLM endpoints.

• Data Engineering Foundation: Experience preparing structured/unstructured data (SQL, document parsing, metadata tagging).

• Cloud & DevOps: Deploying models or RAG services on AWS (or other cloud platforms); Docker familiarity.

• Evaluation & Fine-Tuning: Basic understanding of model selection, prompt evaluation, and lightweight fine-tuning or adapters (ex: LoRA, PEFT).

Basic Qualifications:

• Bachelor's Degree in Computer Science, Data Science, or related field (or equivalent experience)

Specific Requirements:

• 3+ years professional Python development experience

• Hands on experience building and deploying AI or data driven applications

• Working knowledge of LLMs, embeddings, and retrieval-augmented generation (RAG)

• Familiarity with vector databases and AWS

About the Company

Here at Brooksource, relationships are at the center of everything we do. Since 2000, we have established and maintained lasting relationships with our clients, consultants, and internal employees to create an unparalleled experience. Brooksource is a trusted provider of Engineering & Technology solutions for Fortune 500 organizations, specializing in Experience-Driven Staffing, Professional Services, and our innovative Workforce Transformation program, Elevate. Leveraging our partnerships with Salesforce, AWS, Microsoft, ... Know more