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Vector Databases Jobs in South Carolina (NOW HIRING)

Greenville Water

GIS Analyst I

Greenville, SC · On-site

Applies map projections and geo-referencing to raster and vector data. * Assists in backing up production and database files for storage. * Ensures that accurate conversion operations and data are ...

Greenville Water System

GIS Analyst I

Greenville, SC

Applies map projections and geo-referencing to raster and vector data. * Assists in backing up production and database files for storage. * Ensures that accurate conversion operations and data are ...

1 point system

GenAI Product Engineering Lead

Rock Hill, SC · On-site

$85K - $112K/yr

Direct experience integrating LLMs (e.g., Azure OpenAI), developing RAG workflows, and using vector databases (e.g., Azure AI Search). * Strong proficiency in languages like Python, with experience ...

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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?

AspectVector DatabasesData Engineers
Required SkillsDatabase management, data modeling, query optimizationData pipeline development, ETL processes, programming
Work EnvironmentData storage systems, AI/ML projects, cloud platformsData infrastructure, cloud environments, big data tools
Industry UsageAI, machine learning, recommendation systemsData 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 South Carolina? For Vector Databases jobs in South Carolina, the most frequently searched job titles are:
What job categories do people searching Vector Databases jobs in South Carolina look for? The top searched job categories for Vector Databases jobs in South Carolina are:
What cities in South Carolina are hiring for Vector Databases jobs? Cities in South Carolina with the most Vector Databases job openings:
Vector Databases jobs near you

GIS Analyst I

Greenville Water

Greenville, SC • On-site

Full-time

Posted 18 days ago

Job description

GIS Analyst I or Trainee
Department: Engineering
Reports To: GIS Supervisor
FLSA Status: Non-Exempt
The GIS Analyst assists in the construction, maintenance, implementation and application of the GIS databases for Greenville Water operations; Compiles, organizes, enters, stores and retrieves as needed various technical and historical data; Assists in the maintenance of the department's general computer systems and network.
ESSENTIAL JOB FUNCTIONS:
  • Compiles historical data from plat files, field books, engineering contract files, design drawings, meter accounts files, block books, and various governmental and technical sources for use in the construction of the utility mapping database.
  • Performs Global Positioning System (GPS) field surveying techniques for the collection of raw data; creates and maintains data dictionary files.
  • Instructs data for the spatial and relational database system through field acquisition, digital data input and manipulation through the use of various technical software.
  • Assists in maintaining and updating the GIS database; performs quality assurance checks and records data into system.
  • Creates and maintains digital maps for use by Greenville Water employees; creates and converts AutoCAD drawings into appropriate system formatting.
  • Applies map projections and geo-referencing to raster and vector data.
  • Assists in backing up production and database files for storage.
  • Ensures that accurate conversion operations and data are set to standards.
  • Assists with installation, maintenance, troubleshooting and/or repairs computer hardware, software, work stations, network hardware, printers, plotters, etc.
  • Attends workshops, seminars and/or classes to keep abreast of new GIS technology and applications.
  • Performs general office work as required, including but not limited to attending meetings, preparing reports and correspondence, compiling data for reports, entering computer data, copying and filing documents, answering the telephone, etc.
  • Assists in receiving, reviewing, preparing and/or submitting various records and reports including digital files, database reports, work orders, blue book, meter orders, memos, correspondence, etc.
  • Interacts and communicates with various groups and individuals such as the immediate supervisor, co-workers, other department supervisors and employees, customers, engineers, contractors, plumbers, City/County personnel, property/business owners, and the general public.
  • Scan and updates digital plat, baseline and other files.
  • Determines location and correct project for work orders.
  • Creates new plat files-scanning, finishing and preparing pipe kill reports.

MINIMUM QUALIFICATIONS:
GIS Trainee: A High school Diploma or GED is required. Six months of technical experience in GIS, CAD, surveying or related field; or possession of any equivalent combination of education, training, and experience which provides the requisite knowledge, skills, and abilities for this job. Must possess and maintain a valid South Carolina driver's license.
GIS Analyst I: College course work in Geomatics, or related field is required. Three (3) years of technical experience in GIS, CAD, surveying or related field; or possession of any equivalent combination of education, training, and experience which provides the requisite knowledge, skills, and abilities for this job. Must possess a State of South Carolina Water Distribution Level C Operator's License.

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