Understanding of multidimensional and tabular modelling, vector databases, Graph DB * Experience using Microsoft Visual Studio or Visual Studio Code, Python, PyTorch, TensorFlow * Two to three years ...
Understanding of multidimensional and tabular modelling, vector databases, Graph DB * Experience using Microsoft Visual Studio or Visual Studio Code, Python, PyTorch, TensorFlow * Two to three years ...
Senior Applied AI Engineer
Nashville, TN · On-site +1
$100K - $138K/yr
Familiarity with RAG architecture, vector databases, or agentic orchestration. * Familiarity with developing APIs and clients. Bonus points for MCP experience. * JavaScript familiarity. * Excellent ...
Senior Applied AI Engineer
Nashville, TN · On-site +1
$100K - $138K/yr
Familiarity with RAG architecture, vector databases, or agentic orchestration. * Familiarity with developing APIs and clients. Bonus points for MCP experience. * JavaScript familiarity. * Excellent ...
Senior AI Engineer - Agentic Systems
Nashville, TN · On-site
$100K - $138K/yr
... APIs and databases, and operate under governance constraints that matter. Tool-use and ... Retrieval and knowledge architecture spanning Snowflake Cortex, vector search, and structuredgraphs ...
Senior AI Engineer - Agentic Systems
Nashville, TN · On-site
$100K - $138K/yr
... APIs and databases, and operate under governance constraints that matter. Tool-use and ... Retrieval and knowledge architecture spanning Snowflake Cortex, vector search, and structuredgraphs ...
Research Associate
Nashville, TN · On-site
... vector assembly, bacterial transformation, electrophoresis, microbial culturing, microscopy, and ... Maintain detailed electronic laboratory notebooks and laboratory databases for protocols, primers ...
Research Associate
Nashville, TN · On-site
... vector assembly, bacterial transformation, electrophoresis, microbial culturing, microscopy, and ... Maintain detailed electronic laboratory notebooks and laboratory databases for protocols, primers ...
Principal AI Agent / ML Software Engineer (OCI)
Nashville, TN · On-site
$130K - $174K/yr
Experience integrating AI systems with enterprise APIs, databases, cloud services, vector databases, embeddings, retrieval systems, identity systems, and policy enforcement layers. * Experience with ...
Principal AI Agent / ML Software Engineer (OCI)
Nashville, TN · On-site
$130K - $174K/yr
Experience integrating AI systems with enterprise APIs, databases, cloud services, vector databases, embeddings, retrieval systems, identity systems, and policy enforcement layers. * Experience with ...
Principal AI Agent / ML Software Engineer (OCI)
Nashville, TN · On-site
$114.60 - $234.60/hr
Experience integrating AI systems with enterprise APIs, databases, cloud services, vector databases, embeddings, retrieval systems, identity systems, and policy enforcement layers. * Experience with ...
Principal AI Agent / ML Software Engineer (OCI)
Nashville, TN · On-site
$114.60 - $234.60/hr
Experience integrating AI systems with enterprise APIs, databases, cloud services, vector databases, embeddings, retrieval systems, identity systems, and policy enforcement layers. * Experience with ...
Senior AI Software Engineer
Nashville, TN · On-site
$118K - $156K/yr
... vector retrieval, multi-agent coordination, policy enforcement, and evaluation. * Develop ... Integrate AI agents securely and reliably with enterprise APIs, cloud services, databases, identity ...
Senior AI Software Engineer
Nashville, TN · On-site
$118K - $156K/yr
... vector retrieval, multi-agent coordination, policy enforcement, and evaluation. * Develop ... Integrate AI agents securely and reliably with enterprise APIs, cloud services, databases, identity ...
Familiarity with vector databases and retrieval infrastructure such as Pinecone, Weaviate, or Milvus. Exposure to model adaptation and fine-tuning techniques such as LoRA or QLoRA. Understanding of ...
Familiarity with vector databases and retrieval infrastructure such as Pinecone, Weaviate, or Milvus. Exposure to model adaptation and fine-tuning techniques such as LoRA or QLoRA. Understanding of ...
Senior AI Software Engineer
Nashville, TN · On-site
$118K - $156K/yr
... vector retrieval, multi-agent coordination, policy enforcement, and evaluation. * Develop ... Integrate AI agents securely and reliably with enterprise APIs, cloud services, databases, identity ...
Senior AI Software Engineer
Nashville, TN · On-site
$118K - $156K/yr
... vector retrieval, multi-agent coordination, policy enforcement, and evaluation. * Develop ... Integrate AI agents securely and reliably with enterprise APIs, cloud services, databases, identity ...
Familiarity with vector databases and retrieval infrastructure such as Pinecone, Weaviate, or Milvus. Exposure to model adaptation and fine-tuning techniques such as LoRA or QLoRA. Understanding of ...
Familiarity with vector databases and retrieval infrastructure such as Pinecone, Weaviate, or Milvus. Exposure to model adaptation and fine-tuning techniques such as LoRA or QLoRA. Understanding of ...
Vector Databases information
What are vector databases?
What are some common challenges faced when working with vector databases, and how can they be addressed?
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?
Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Re-posted 2 days ago
Oak Ridge National Laboratory rating
8.8
Based on 16 frontline employees who took The Breakroom Quiz
14th of 120 rated laboratories
Job description
Requisition Id 16568
Overview:
We’re hiring an AI Software Engineer who has AI/ML development and deployment skills! The position and its focus are to design, develop and move to production AI/ML tools and analytics that enhance and evolve business operations and scientific decision-making capability and related activities at ORNL. Qualified applicants will have a solid foundation of Generative AI and Machine Learning skills. This position resides in the AI Operations Program office within the Application Development Division of the Information Technology Services Directorate. Our AI/ML models are heavily centered on Microsoft Azure and related AI cloud technologies with High Performance Computing (HPC) for on premise AI environments and Azure, AWS, and GCP for off premise environments.
Major Duties/Responsibilities:
- Development and support of models utilizing AI/ML and Microsoft Azure, Google Vertex AI, AWS Bedrock.
- Collaboration with business and classified business and scientific/technical stakeholders to understand needs and gather detailed actionable requirements at the highest security levels.
- Analysis of emerging trends and technologies to provide recommendations for roadmaps and AI strategy. This includes Generative AI and ML techniques and solution methods. LLM/GPT CI/CD pipelines and diagnostic monitoring for clients or set up for client self-monitoring.
- Ethical and responsible use of AI in line with ORNL policy and guidelines.
- Collaboration with other DOE labs and private sector companies to understand and mature ORNL capabilities.
- Help us become the Go-To DOE lab for AI/ML best practices across lab domains.
- Adherence to ORNL and ITSD software quality assurance standards and ITIL effective practices.
- Support of and adherence to ORNL and ITSD project management requirements and Guidance for Researchers and general users of AI models within ORNL guidelines.
- Deliver ORNL’s mission by aligning behaviors, priorities, and interactions with our core values of Impact, Integrity, Teamwork, Safety, and Service. Promote equal opportunity by fostering a respectful workplace – in how we treat one another, work together, and measure success.
Basic Qualifications:
- 1-2 years of recent AI experience including: agentic work experience, workflows, and development of agent fleets to accomplish specific tasks
- A BS in computer science, data science, artificial intelligence or a related field and a minimum of 5 years total relevant AI/ML experience
- An overall combination of equivalent experience may be considered
- Experience developing and deploying AI/ML solutions in cloud and/or on-prem including classified and secure environments, including gathering requirements, designing solutions, and delivering results
- Familiarity with modern AI/ML tools and platforms such as:
- Azure AI services (e.g., Azure OpenAI, Azure SQL) or similar cloud tools
- OpenAI APIs, Microsoft Azure AI Foundry, Google Vertex AI and AWS Bedrock, Hugging Face, LangChain, GitHub, GitLab or other LLM frameworks
- Experience working with data models, reporting solutions, or analytics environments
Preferred Qualifications:
- Advanced degree in a related field:
- Master’s degree with 4 years of experience
- Active DOE Q clearance, DoD TS with SCI and Poly
- Understanding of multidimensional and tabular modelling, vector databases, Graph DB
- Experience using Microsoft Visual Studio or Visual Studio Code, Python, PyTorch, TensorFlow
- Two to three years of experience leading group projects and programs with current AI/ML, Data Science or Data Analytic tools including using and teaching low code-no code skills to others
- Knowledge of current ORNL business processes and applications (or similar) is a bonus
- Knowledge of Microsoft SharePoint technologies is a bonus
- A curious, problem-solving mindset with the ability to learn and adapt in a fast-moving space
- Comfortable working independently and as part of a project-based team
- Strong communication skills and a focus on delivering value to customers and end users
Special Requirements:
- Visa sponsorship is not available for this position.
- This position requires the ability to obtain and maintain a clearance from the Department of Energy. As such, this position is a Workplace Substance Abuse (WSAP) testing designated position. WSAP positions require passing a pre-placement drug test and participation in an ongoing random drug testing program.
Hybrid Eligibility:
This position is located in Oak Ridge, Tennessee and requires onsite presence. We offer a flexible work environment that supports both the organization and the employee. A hybrid/onsite working arrangement may be available with this position, which provides flexibility to work periodically from your home, while reporting onsite to the Oak Ridge, Tennessee location on a weekly and regular basis.
About ORNL:
As a U.S. Department of Energy (DOE) Office of Science national laboratory, ORNL has an impressive 80-year legacy of addressing the nation’s most pressing challenges. Our team is made up of over 7,000 dedicated and innovative individuals! Our goal is to create an environment where a variety of perspectives and backgrounds are valued, ensuring ORNL is known as a top choice for employment. These principles are essential for supporting our broader mission to drive scientific breakthroughs and translate them into solutions for energy, environmental, and security challenges facing the nation.
ORNL offers competitive pay and benefits programs to attract and retain individuals who demonstrate exceptional work behaviors. The laboratory provides a range of employee benefits, including medical and retirement plans and flexible work hours, to support the well-being of you and your family. Employee amenities such as on-site fitness, banking, and cafeteria facilities are also available for added convenience.
Other benefits include the following: Prescription Drug Plan, Dental Plan, Vision Plan, 401(k) Retirement Plan, Contributory Pension Plan, Life Insurance, Disability Benefits, Generous Vacation and Holidays, Parental Leave, Legal Insurance with Identity Theft Protection, Employee Assistance Plan, Flexible Spending Accounts, Health Savings Accounts, Wellness Programs, Educational Assistance, Relocation Assistance, and Employee Discounts.
If you have difficulty using the online application system or need an accommodation to apply due to a disability, please email: ORNLRecruiting@ornl.gov
This position will remain open for a minimum of 5 days after which it will close when a qualified candidate is identified and/or hired.
We accept Word (.doc, .docx), Adobe (unsecured .pdf), Rich Text Format (.rtf), and HTML (.htm, .html) up to 5MB in size. Resumes from third party vendors will not be accepted; these resumes will be deleted and the candidates submitted will not be considered for employment.
If you have trouble applying for a position, please email ORNLRecruiting@ornl.gov.
ORNL is an equal opportunity employer. All qualified applicants, including individuals with disabilities and protected veterans, are encouraged to apply. UT-Battelle is an E-Verify employer.
What Oak Ridge National Laboratory employees say
Pay
Benefits
Hours and flexibility
Workplace
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About Oak Ridge National Laboratory
Sourced by ZipRecruiter
Industry
Scientific research and development services
Company size
5,001 - 10,000 Employees
Headquarters location
Oak Ridge, TN, US
Year founded
1943