You will lead the design, development, and deployment of production-grade AI systems built on Python, modern LLM tooling, retrieval engines, embeddings, and vector databases. This is a hands-on ...
Quick apply
You will lead the design, development, and deployment of production-grade AI systems built on Python, modern LLM tooling, retrieval engines, embeddings, and vector databases. This is a hands-on ...
Quick apply
You will lead the design, development, and deployment of production-grade AI systems built on Python, modern LLM tooling, retrieval engines, embeddings, and vector databases. This is a hands-on ...
Atlanta, GA · On-site
$152K - $179K/yr
Vector-based search architectures (Vertex AI Vector Search, BigQuery vector) Multi-agent and agentic AI systems * Google Gemini Enterprise, Vertex with Agent Development * Define LLMOps / MLOps ...
Atlanta, GA · On-site
$152K - $179K/yr
Vector-based search architectures (Vertex AI Vector Search, BigQuery vector) Multi-agent and agentic AI systems * Google Gemini Enterprise, Vertex with Agent Development * Define LLMOps / MLOps ...
Alpharetta, GA · On-site
MUST HAVE SKILLS (Most Important): 8 years of Application Development and Technology Experience ... Vector Databases : Proficiency in using vector databases and Retrieval-Augmented Generation (RAG ...
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Alpharetta, GA · On-site
MUST HAVE SKILLS (Most Important): 8 years of Application Development and Technology Experience ... Vector Databases : Proficiency in using vector databases and Retrieval-Augmented Generation (RAG ...
Detailed JD: * 10+ years of professional software development experience, with demonstrated full ... Experience with vector databases (FAISS/Milvus/Pinecone/pgvector) and document processing (PDF/HTML ...
Detailed JD: * 10+ years of professional software development experience, with demonstrated full ... Experience with vector databases (FAISS/Milvus/Pinecone/pgvector) and document processing (PDF/HTML ...
Atlanta, GA · On-site +1
You will lead the development of Agentic AI frameworks and Data Intelligence platforms that drive ... Proficiency with Vertex AI Vector Search (formerly Matching Engine) and embedding strategies for ...
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Atlanta, GA · On-site +1
You will lead the development of Agentic AI frameworks and Data Intelligence platforms that drive ... Proficiency with Vertex AI Vector Search (formerly Matching Engine) and embedding strategies for ...
$98K - $129K/yr
Experience working with vector databases, knowledge graphs, and RAG pipeline development * Advising on best practices for AI agent development and enterprise AI integration processes * Experience in ...
$98K - $129K/yr
Experience working with vector databases, knowledge graphs, and RAG pipeline development * Advising on best practices for AI agent development and enterprise AI integration processes * Experience in ...
Atlanta, GA · On-site
$53.25 - $72.75/hr
Lead cloud-native development on GKE, Cloud Run, Pub/Sub, BigQuery, Cloud SQL/Spanner, Memorystore ... RAG with Vertex AI Search/Vector Search, prompt design, safety policies, observability). * Deep ...
Atlanta, GA · On-site
$53.25 - $72.75/hr
Lead cloud-native development on GKE, Cloud Run, Pub/Sub, BigQuery, Cloud SQL/Spanner, Memorystore ... RAG with Vertex AI Search/Vector Search, prompt design, safety policies, observability). * Deep ...
$53.25 - $72.75/hr
Lead cloud-native development on GKE, Cloud Run, Pub/Sub, BigQuery, Cloud SQL/Spanner, Memorystore ... RAG with Vertex AI Search/Vector Search, prompt design, safety policies, observability). * Deep ...
$53.25 - $72.75/hr
Lead cloud-native development on GKE, Cloud Run, Pub/Sub, BigQuery, Cloud SQL/Spanner, Memorystore ... RAG with Vertex AI Search/Vector Search, prompt design, safety policies, observability). * Deep ...
Alpharetta, GA · On-site
$51.25 - $66.25/hr
... vector databases (good to have for AI use cases). Qualifications: Bachelor's degree in Computer Science, Information Technology, or a related field. 7 10 years of experience in software development ...
Alpharetta, GA · On-site
$51.25 - $66.25/hr
... vector databases (good to have for AI use cases). Qualifications: Bachelor's degree in Computer Science, Information Technology, or a related field. 7 10 years of experience in software development ...
Deploy, optimize, and tune Vector Databases (e.g., Pinecone, Qdrant, Milvus) and Graph Databases (e ... Actively utilize AI-assisted development tools to accelerate the construction of data ingestion and ...
Deploy, optimize, and tune Vector Databases (e.g., Pinecone, Qdrant, Milvus) and Graph Databases (e ... Actively utilize AI-assisted development tools to accelerate the construction of data ingestion and ...
Atlanta, GA · On-site
$50.50 - $65.25/hr
... vector databases (good to have for AI use cases). Qualifications: Bachelor's degree in Computer Science, Information Technology, or a related field. 7 10 years of experience in software development ...
Atlanta, GA · On-site
$50.50 - $65.25/hr
... vector databases (good to have for AI use cases). Qualifications: Bachelor's degree in Computer Science, Information Technology, or a related field. 7 10 years of experience in software development ...
... expertise in LLMs and agentic AI development on platforms like Databricks or Cloudera. Key ... Knowledge of RAG, prompt engineering, vector DBs
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... expertise in LLMs and agentic AI development on platforms like Databricks or Cloudera. Key ... Knowledge of RAG, prompt engineering, vector DBs
Atlanta, GA · On-site
$115K - $155K/yr
... Agent Development Libraries: Hands-on with LangChain or similar frameworks for prompt management and agent logic. • Databases & Data Access: Working with SQL, NoSQL, and vector databases (e.g ...
Atlanta, GA · On-site
$115K - $155K/yr
... Agent Development Libraries: Hands-on with LangChain or similar frameworks for prompt management and agent logic. • Databases & Data Access: Working with SQL, NoSQL, and vector databases (e.g ...
$57K - $97K/yr
SOFTWARE DEVELOPMENT: Develops core platform services and automation using Python under guidance ... Assists with implementing and testing integrations across gateway, models, tools and vector stores ...
$57K - $97K/yr
SOFTWARE DEVELOPMENT: Develops core platform services and automation using Python under guidance ... Assists with implementing and testing integrations across gateway, models, tools and vector stores ...
Atlanta, GA · On-site
$100K - $138K/yr
... vector search and ML personalization model signals to optimize relevance and user experience * Contributing to the design and development of scalable serving systems for ML and GenAI/LLM models
Atlanta, GA · On-site
$100K - $138K/yr
... vector search and ML personalization model signals to optimize relevance and user experience * Contributing to the design and development of scalable serving systems for ML and GenAI/LLM models
Atlanta, GA · On-site
$100K - $138K/yr
... vector search and ML personalization model signals to optimize relevance and user experience * Contributing to the design and development of scalable serving systems for ML and GenAI/LLM models
Atlanta, GA · On-site
$100K - $138K/yr
... vector search and ML personalization model signals to optimize relevance and user experience * Contributing to the design and development of scalable serving systems for ML and GenAI/LLM models
Atlanta, GA · On-site
Hands-on execution of all stages of the development lifecycle, from rapid prototyping, to iterative ... Client-side mapping using Mapbox GL JS, including working with vector tiles, GeoJSON, and custom ...
Atlanta, GA · On-site
Hands-on execution of all stages of the development lifecycle, from rapid prototyping, to iterative ... Client-side mapping using Mapbox GL JS, including working with vector tiles, GeoJSON, and custom ...
Atlanta, GA · On-site
$100K - $138K/yr
... vector search and ML personalization model signals to optimize relevance and user experience * Contributing to the design and development of scalable serving systems for ML and GenAI/LLM models
Atlanta, GA · On-site
$100K - $138K/yr
... vector search and ML personalization model signals to optimize relevance and user experience * Contributing to the design and development of scalable serving systems for ML and GenAI/LLM models
Roswell, GA · On-site
$112K - $148K/yr
Apply knowledge of Elasticsearch, vector databases, or embedding pipelines where needed What We Look For: * Senior-level experience in fullstack development, including React, TypeScript, modern ...
Roswell, GA · On-site
$112K - $148K/yr
Apply knowledge of Elasticsearch, vector databases, or embedding pipelines where needed What We Look For: * Senior-level experience in fullstack development, including React, TypeScript, modern ...
Roswell, GA · On-site
$112K - $148K/yr
Apply knowledge of Elasticsearch, vector databases, or embedding pipelines where needed What We Look For: * Senior-level experience in fullstack development, including React, TypeScript, modern ...
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Roswell, GA · On-site
$112K - $148K/yr
Apply knowledge of Elasticsearch, vector databases, or embedding pipelines where needed What We Look For: * Senior-level experience in fullstack development, including React, TypeScript, modern ...
| Aspect | Vector Development | Data Analyst |
|---|---|---|
| Required Credentials | Bachelor's in Computer Science, Engineering, or related fields; programming skills | Bachelor's in Statistics, Mathematics, or related fields; analytical skills |
| Work Environment | Tech companies, R&D labs, software development teams | Business, finance, healthcare, and marketing sectors |
| Industry Usage | AI, machine learning, computer vision, robotics | Data interpretation, reporting, business insights |
Vector Development involves creating algorithms and models for AI and machine learning applications, often requiring programming expertise. Data Analysts focus on interpreting data, generating reports, and providing insights to support business decisions. While both roles work with data and require analytical skills, Vector Developers are more technical and programming-oriented, whereas Data Analysts emphasize data interpretation and communication.

Contractor
Posted 14 days ago
Title : Data Scientist with Python AI/ML
Location: Atlanta, GA (Inperson interview needed)
Position type: W2 contract.
Job Description:
We are looking for a highly capable Technical Lead –Python & AI/ML with deep expertise in backend engineering, LLM-based applications, RAG architectures, and AI agent frameworks.
You will lead the design, development, and deployment of production-grade AI systems built on Python, modern LLM tooling, retrieval engines, embeddings, and vector databases.
This is a hands-on leadership role focused on building scalable and intelligent AI products.
Investment Banking and financial domain is needed.
Key Responsibilities
Backend Engineering (Python)
LLMs, RAG, and AI Agent Development
• Develop autonomous or semi-autonomous AI agents with tool calling and workflow graphs.
• Implement Retrieval-Augmented Generation (RAG), embedding pipelines, chunking strategies, reranking, and grounding techniques.
• Work with OpenAI SDK and other LLM providers (Anthropic, Azure OpenAI, Cohere, etc.).
• Manage prompt engineering, prompt routing, safety guardrails, and evaluation metrics.
Data & Vector Search Engineering
• Build data pipelines for indexing, embeddings, and retrieval workflows.
• Work with SQL databases (PostgreSQL, MySQL, etc.) for metadata and application storage.
• Work with vector databases such as: Redis, Postgres with pgvector, Elasticsearch, Neo4j, or others.
• Implement and optimize search workflows using FAISS or similar similarity search libraries.
MLOps, Deployment & Observability
• Deploy AI services using Docker, container orchestration, and cloud environments.
• Implement monitoring for AI behavior, performance, error rates, and retrieval accuracy.
• Set up CI/CD pipelines for backend and AI components.
• Optimize inference cost, latency, and reliability.
Cross-Functional Collaboration
• Collaborate with product, data engineering, and business teams to understand requirements.
• Translate business problems into scalable AI architectures and deliver practical solutions.
• Communicate technical decisions, trade-offs, and progress to stakeholders.
Required Qualifications
• Bachelor’s/Master’s degree in Computer Science, AI/ML, Data Science, or related fields.
• 10+ years of experience in Python backend development.
• Strong proficiency in FastAPI or Flask.
• Strong working knowledge of SQL databases (Postgres, MySQL, etc.).
• Hands-on expertise with vector databases:
Redis, Postgres/pgvector, Elasticsearch, or Neo4j.
• Practical experience with FAISS for similarity search.
• Hands-on experience with modern LLM frameworks:
LangChain, LangGraph, Semantic Kernel, Haystack, LlamaIndex, AutoGen.
• Strong understanding of:
• Experience building AI apps using OpenAI SDK or similar.
• Experience deploying APIs/services using Docker and cloud environments.
• Leadership experience: guiding teams, conducting reviews, driving architecture decisions.
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