... vector databases and cloud deployments, Project Code
... vector databases and cloud deployments, Project Code
... vector databases and cloud deployments, Project Code
... vector databases and cloud deployments, Project Code
Develop Retrieval-Augmented Generation (RAG) solutions using vector databases and knowledge repositories. * Implement agent orchestration, tool calling, memory management, and workflow automation.
Develop Retrieval-Augmented Generation (RAG) solutions using vector databases and knowledge repositories. * Implement agent orchestration, tool calling, memory management, and workflow automation.
Information Technology_USA - USA_Developer
Jacksonville, FL · On-site
$53 - $67.75/hr
Integrate LLMs with mcp servers| vector databases| and observability systems for adaptive agent behavior.Ensure reliability| performance| and maintainability through rigorous testing| type safety ...
Information Technology_USA - USA_Developer
Jacksonville, FL · On-site
$53 - $67.75/hr
Integrate LLMs with mcp servers| vector databases| and observability systems for adaptive agent behavior.Ensure reliability| performance| and maintainability through rigorous testing| type safety ...
... vector databases, and embedding workflows • Develop runtime monitoring solutions for AI systems, including prompt logging, context analysis, and response validation • Secure LLM API endpoints ...
... vector databases, and embedding workflows • Develop runtime monitoring solutions for AI systems, including prompt logging, context analysis, and response validation • Secure LLM API endpoints ...
... vector databases, and prompt engineering techniques. • Integrate LLM applications into services/APIs and ensure performance, reliability, and scalability. • Establish model evaluation, monitoring ...
... vector databases, and prompt engineering techniques. • Integrate LLM applications into services/APIs and ensure performance, reliability, and scalability. • Establish model evaluation, monitoring ...
Vector databases (e.g., Pinecone, Milvus), FastAPI, LLM APIs, and data engineering tools. • Environment: Cloud services (AWS/Azure) Skills: AI Transformation for HR Experience Required: 8-10, ...
Vector databases (e.g., Pinecone, Milvus), FastAPI, LLM APIs, and data engineering tools. • Environment: Cloud services (AWS/Azure) Skills: AI Transformation for HR Experience Required: 8-10, ...
Exposure to vector databases & knowledge graphs for contextual correlation. Familiarity with MITRE ATT&CK-aligned detections and response workflows. Experience implementing human-in-the-loop controls ...
Exposure to vector databases & knowledge graphs for contextual correlation. Familiarity with MITRE ATT&CK-aligned detections and response workflows. Experience implementing human-in-the-loop controls ...
... Vector Databases to improve productivity and business outcomes. Skills : Java, AWS/Azure Services, Snowflake , Azure OpenAI Experience Required: 10 & Above
... Vector Databases to improve productivity and business outcomes. Skills : Java, AWS/Azure Services, Snowflake , Azure OpenAI Experience Required: 10 & Above
AWS (Bedrock), Azure (Azure OpenAI), or GCP (Vertex AI) Databases: Vector DBs (ChromaDB, Pinecone, FAISS, Weaviate) Microservices: FastAPI, Flask, Spring Boot, REST APIs DevOps / MLOps: Docker ...
AWS (Bedrock), Azure (Azure OpenAI), or GCP (Vertex AI) Databases: Vector DBs (ChromaDB, Pinecone, FAISS, Weaviate) Microservices: FastAPI, Flask, Spring Boot, REST APIs DevOps / MLOps: Docker ...
Basking Ridge, NJ- 100% onsite Duration: 6 months skill id: 10772179 Agentic AI, Python, LangChain, Vector databases, RAG pipelines, API integration Role Descriptions: Design| develop| and implement ...
Basking Ridge, NJ- 100% onsite Duration: 6 months skill id: 10772179 Agentic AI, Python, LangChain, Vector databases, RAG pipelines, API integration Role Descriptions: Design| develop| and implement ...
RAG architecture, Vector databases, Embeddings, Vector Search, Sematic search, Prompt engineering, Context Engineering, Agentic AI, Multi-agent orchestration, MCP, LangChain, LangGraph, LlamaIndex ...
RAG architecture, Vector databases, Embeddings, Vector Search, Sematic search, Prompt engineering, Context Engineering, Agentic AI, Multi-agent orchestration, MCP, LangChain, LangGraph, LlamaIndex ...
Architect a high-throughput Retrieval-Augmented Generation (RAG) pipeline that ingests streaming telemetry, PCAP files, and syslog data into Vector Databases for real-time agent context. • Network ...
Architect a high-throughput Retrieval-Augmented Generation (RAG) pipeline that ingests streaming telemetry, PCAP files, and syslog data into Vector Databases for real-time agent context. • Network ...
Senior AI Developer
Jacksonville, FL · On-site
$59 - $64/hr
... with vector databases and retrieval-augmented generation (RAG) systems Familiarity with enterprise API gateway and service mesh technologies Background in healthcare IT or HIPAA-regulated ...
Senior AI Developer
Jacksonville, FL · On-site
$59 - $64/hr
... with vector databases and retrieval-augmented generation (RAG) systems Familiarity with enterprise API gateway and service mesh technologies Background in healthcare IT or HIPAA-regulated ...
Work with LLM-based solutions| Generative AI frameworks| prompt engineering| vector databases| and RAG architectures. Evaluate AI tools and frameworks for business use cases. Mentor teams on adoption ...
Work with LLM-based solutions| Generative AI frameworks| prompt engineering| vector databases| and RAG architectures. Evaluate AI tools and frameworks for business use cases. Mentor teams on adoption ...
Senior Python- AI/Agentic Developer
Jacksonville, FL · On-site
$112K - $151K/yr
Experience with vector databases and retrieval-augmented generation (RAG) systems * Familiarity with enterprise API gateway and service mesh technologies * Background in healthcare IT or HIPAA ...
Senior Python- AI/Agentic Developer
Jacksonville, FL · On-site
$112K - $151K/yr
Experience with vector databases and retrieval-augmented generation (RAG) systems * Familiarity with enterprise API gateway and service mesh technologies * Background in healthcare IT or HIPAA ...
Sr. AI Developer
Jacksonville, FL · On-site
$59 - $64/hr
... with vector databases and retrieval-augmented generation (RAG) systems Familiarity with enterprise API gateway and service mesh technologies Background in healthcare IT or HIPAA-regulated ...
Sr. AI Developer
Jacksonville, FL · On-site
$59 - $64/hr
... with vector databases and retrieval-augmented generation (RAG) systems Familiarity with enterprise API gateway and service mesh technologies Background in healthcare IT or HIPAA-regulated ...
... Vector Databases Retrieval-Augmented Generation (RAG) Agentic AI Workflows Distributed Systems Software Architecture Cloud Security & Governance Summary - AI-accelerated Full Stack Engineer with ...
... Vector Databases Retrieval-Augmented Generation (RAG) Agentic AI Workflows Distributed Systems Software Architecture Cloud Security & Governance Summary - AI-accelerated Full Stack Engineer with ...
... and vector databases to enhance LLM outputs. • Strong understanding of prompt engineering, fine-tuning, and evaluation of generative models for real-world applications. • Ability to build ...
... and vector databases to enhance LLM outputs. • Strong understanding of prompt engineering, fine-tuning, and evaluation of generative models for real-world applications. • Ability to build ...
ERP AI Engineer - Manager
Jacksonville, FL · On-site
$99K - $232K/yr
... with vector databases and semantic search architectures - Translating complex business problems into AI solution designs - Contributing to business development and proposal writing - Cloud ...
ERP AI Engineer - Manager
Jacksonville, FL · On-site
$99K - $232K/yr
... with vector databases and semantic search architectures - Translating complex business problems into AI solution designs - Contributing to business development and proposal writing - Cloud ...
Vector Databases information
What are vector databases?
Vector databases are specialized databases designed to store, manage, and search high-dimensional vector data, which is commonly generated from machine learning models, such as embeddings from natural language processing or image recognition. They enable efficient similarity search operations, such as finding the most similar items to a given query vector, which is essential for applications like recommendation systems, semantic search, and AI-powered search engines. Unlike traditional databases that handle structured or unstructured data, vector databases are optimized for fast and scalable similarity searches on large datasets of vectors.
What are some common challenges faced when working with vector databases, and how can they be addressed?
Professionals working with vector databases often encounter challenges such as efficiently scaling to handle large datasets, ensuring low-latency similarity searches, and integrating the database with machine learning pipelines. To address these, teams typically implement distributed architectures, fine-tune indexing strategies, and collaborate closely with data engineers and machine learning specialists. Staying updated with the latest developments in vector database technologies and maintaining clear communication with cross-functional teams are also key to overcoming these challenges.
What is the difference between Vector Databases vs Data Engineers?
| Aspect | Vector Databases | Data Engineers |
|---|---|---|
| Required Skills | Database management, data modeling, query optimization | Data pipeline development, ETL processes, programming |
| Work Environment | Data storage systems, AI/ML projects, cloud platforms | Data infrastructure, cloud environments, big data tools |
| Industry Usage | AI, machine learning, recommendation systems | Data integration, analytics, data architecture |
While Vector Databases focus on storing and querying high-dimensional vector data for AI applications, Data Engineers build and maintain data pipelines and infrastructure to support data analysis and machine learning workflows. Both roles are essential in data-driven industries but serve different functions within the data ecosystem.
What are the key skills and qualifications needed to thrive as a vector database engineer, and why are they important?
Success as a Vector Database Engineer requires a strong background in computer science, database management, and experience with machine learning or AI-driven data systems. Familiarity with vector database platforms (such as Pinecone, Milvus, or Weaviate), cloud infrastructure, and proficiency in languages like Python are typically expected. Strong problem-solving skills, effective communication, and the ability to work cross-functionally help engineers stand out. These competencies are vital to efficiently design, deploy, and maintain scalable vector search solutions that power modern AI applications.
What are popular job titles related to Vector Databases jobs in Jacksonville, FL? For Vector Databases jobs in Jacksonville, FL, the most frequently searched job titles are:
What job categories do people searching Vector Databases jobs in Jacksonville, FL look for? The top searched job categories for Vector Databases jobs in Jacksonville, FL are:
What cities near Jacksonville, FL are hiring for Vector Databases jobs? Cities near Jacksonville, FL with the most Vector Databases job openings:
Contractor
Re-posted 14 days ago
Job description
Please strictly adhere to the following resume naming convention:
ALL CAPS, NO SPACES B/T UNDERSCORES
: MAX
PTN_US_GBAMSREQID_CandidateBeelineID
i.e. PTN_US_9999999_SKIPJOHNSON0413
MSP Owner: Shilpa Bajpai
Location: McLean, VA- 100% ONSITE
Duration: 6 months
skill id: 10724559
Note: Kindly share profiles who are local and ready for in-person interviews.
Note- 3 open positions
Role Descriptions: Role Gen Ai Architect
Skills: AI & Gen AI - Products & Tools
Experience Required: 8-10
AI Architect- Create overarching solution architecture.
- Define the vision for AI programs with extensive experience.
- Establish AI standards and guidelines for the enterprise.
- Specialize in large language models and frameworks| vector databases| and cloud deployments.
- Implement Responsible AI techniques| including strategy and execution
- Master's degree in computer science with 8 years of experience
- Expertise in AI specialization| particularly in large language models and frameworks
- Experience with vector databases and cloud deployments, Project Code :
ALL CAPS, NO SPACES B/T UNDERSCORES
: MAX
PTN_US_GBAMSREQID_CandidateBeelineID
i.e. PTN_US_9999999_SKIPJOHNSON0413
MSP Owner: Shilpa Bajpai
Location: McLean, VA- 100% ONSITE
Duration: 6 months
skill id: 10724559
Note: Kindly share profiles who are local and ready for in-person interviews.
Note- 3 open positions
Role Descriptions: Role Gen Ai Architect
Skills: AI & Gen AI - Products & Tools
Experience Required: 8-10
AI Architect- Create overarching solution architecture.
- Define the vision for AI programs with extensive experience.
- Establish AI standards and guidelines for the enterprise.
- Specialize in large language models and frameworks| vector databases| and cloud deployments.
- Implement Responsible AI techniques| including strategy and execution
- Master's degree in computer science with 8 years of experience
- Expertise in AI specialization| particularly in large language models and frameworks
- Experience with vector databases and cloud deployments, Project Code :
About Real Soft
Sourced by ZipRecruiter
Industry
It services
Company size
501 - 1,000 Employees
Headquarters location
Monmouth Junction, NJ, US
Year founded
1991