Help develop databases or working aids on target activity to enhance and build target knowledge and ... Knowledgeable of various technologies and/or topics to identify analytic vectors. Demonstrated ...
Help develop databases or working aids on target activity to enhance and build target knowledge and ... Knowledgeable of various technologies and/or topics to identify analytic vectors. Demonstrated ...
Target Analyst Reporter (TAR) - FULLY CLEARED with POLYGRAPH REQUIRED
Draper, UT · On-site
$85K - $235K/yr
... databases or working aids on target activity to enhance and build target knowledge and improve ... vectors. • Demonstrated application of advanced SIGINT reporting, e.g. the use of STI, unusual ...
Target Analyst Reporter (TAR) - FULLY CLEARED with POLYGRAPH REQUIRED
Draper, UT · On-site
$85K - $235K/yr
... databases or working aids on target activity to enhance and build target knowledge and improve ... vectors. • Demonstrated application of advanced SIGINT reporting, e.g. the use of STI, unusual ...
Senior Data Engineer
American Fork, UT · On-site
$94K - $128K/yr
Contribute to AI data infrastructure--support RAG pipelines, vector storage, and Snowflake Cortex integrations as one component of the broader engineering scope. * Mentor junior engineers and build ...
Quick apply
Senior Data Engineer
American Fork, UT · On-site
$94K - $128K/yr
Contribute to AI data infrastructure--support RAG pipelines, vector storage, and Snowflake Cortex integrations as one component of the broader engineering scope. * Mentor junior engineers and build ...
Senior Data Engineer
American Fork, UT · On-site
$94K - $128K/yr
Contribute to AI data infrastructure-support RAG pipelines, vector storage, and Snowflake Cortex integrations as one component of the broader engineering scope. * Mentor junior engineers and build ...
Senior Data Engineer
American Fork, UT · On-site
$94K - $128K/yr
Contribute to AI data infrastructure-support RAG pipelines, vector storage, and Snowflake Cortex integrations as one component of the broader engineering scope. * Mentor junior engineers and build ...
AI systems using structured LLM outputs, evals, token budgets, embeddings/vector search, vLLM/local ... Deep experience with relational databases, especially Postgres, schema design, query performance ...
AI systems using structured LLM outputs, evals, token budgets, embeddings/vector search, vLLM/local ... Deep experience with relational databases, especially Postgres, schema design, query performance ...
Staff Software Engineer
Draper, UT · On-site
AI systems using structured LLM outputs, evals, token budgets, embeddings/vector search, vLLM/local ... Deep experience with relational databases, especially Postgres, schema design, query performance ...
Staff Software Engineer
Draper, UT · On-site
AI systems using structured LLM outputs, evals, token budgets, embeddings/vector search, vLLM/local ... Deep experience with relational databases, especially Postgres, schema design, query performance ...
Vector Databases information
What is the salary of a vector database developer?
The salary of a vector database developer typically ranges from $80,000 to $150,000 annually, depending on experience, location, and company size. Skilled developers with expertise in machine learning, data structures, and database management may earn higher salaries, especially in tech hubs or with advanced certifications.
Are vector databases the future?
Vector database jobs involve managing and optimizing databases designed for high-dimensional vector data, which are essential for AI and machine learning applications. As AI continues to grow, demand for professionals skilled in vector database technologies and related tools like embedding models is expected to increase, making this a promising field for future job opportunities.
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 can you do with a vector database?
A vector database is used in roles involving data management and machine learning to store, search, and retrieve high-dimensional vector representations of data such as images, text, or audio. It enables efficient similarity searches, supporting applications like recommendation systems, natural language processing, and computer vision. Working with a vector database often requires knowledge of data structures, indexing techniques, and programming skills in languages like Python or C++.
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 the top 5 vector databases?
Top vector databases used in data management and AI applications include Pinecone, Weaviate, FAISS, Milvus, and Annoy. These databases are optimized for storing and searching high-dimensional vector data, often requiring skills in machine learning and database management. They are widely adopted for tasks like similarity search and recommendation systems.
What are popular job titles related to Vector Databases jobs in Provo, UT? For Vector Databases jobs in Provo, UT, the most frequently searched job titles are:
What job categories do people searching Vector Databases jobs in Provo, UT look for? The top searched job categories for Vector Databases jobs in Provo, UT are:
What cities near Provo, UT are hiring for Vector Databases jobs? Cities near Provo, UT with the most Vector Databases job openings:
Target Analyst Reporter (TAR) - FULLY CLEARED with POLYGRAPH REQUIRED
Bluffdale, UT
$85K - $235K/yr
Other
Medical, Dental, Vision, Life, Retirement, PTO
Re-posted 9 days ago
Job description
About us: Mission Driven, Employee Focused
At CTI, you'll be at the center of an award-winning corporate culture, breaking technological barriers and solving real-world problems for our federal government customers. We are committed to hiring the best of the best, and in return, we offer a world-class, truly unique employee experience that is rare within our industry.
If you're a technical changemaker with a passion for Cyber Operations, Cloud and Data Analytics, or Engineering, we're looking for you! Love what you do AND where you work - alongside a supportive, innovative team of like-minded individuals. After all, we know that your best work happens when you live your best life, and we do everything we can to make that possible. Are you ready for your best career move? Intel Agency polygraph is strongly preferred.
Due to federal contract requirements, United States citizenship and an active TS/SCI security clearance is required for the position.
Description:
CTI is seeking an experienced TS/SCI polygraph (Intel Agency) cleared Target Analyst Reporter (TAR) to join our team in the Annapolis Junction area and other field sites.
The day-to-day:
Prepare synthesized product for customers by researching, analyzing, and reporting intelligence via appropriate reporting vehicles, in response to Intelligence Community (IC) requirements and in accordance with Agency missions of Signals Intelligence, Information Assurance and Computer Network Operations.
Prioritize, assess, evaluate, and report information obtained from passive and active collection, network evaluation and analysis, and from related collateral sources (for example IMINT, MASINT, open source and others as needed) for use or decision by Government personnel.
Maintain awareness of internal and external customer needs.
Collaborate with collectors and analysts to refine collection and reporting requirements.
Share target-related information and provide feedback to customers as appropriate.
Issue appropriate products, which relay developments, trends, indications, warnings and/or situational awareness regarding specific targets, as well as countermeasures and courses of action, if applicable.
Help develop databases or working aids on target activity to enhance and build target knowledge and improve collection to execute Agency and the Intelligence Community's missions.
Perform pre-release quality control functions.
The qualifications (required):
Must be a US Citizen
Must have TS/SCI clearance w/ active polygraph
This position is open to multiple levels of years of experience; two (02) years within the last five (05) years must be directly related to serialized, strategic, 2nd echelon target analysis reporting:
o Level 04 requires a minimum fifteen (15) years of experience
o Level 03 requires a minimum twelve (12) years of experience
o Level 02 requires a minimum nine (09) years of experience
o Level 01 requires a minimum six (06) years of experience
Minimum of High School Diploma
Relevant experience must be in an area directly related to an Agency mission (e.g., collection, cyber and intelligence analysis) and/or a similar mission in the IC or DoD and include drafting/editing intelligence reports.
Ability to author reports based off simple traffic or a limited amount of traffic.
Knowledgeable of various technologies and/or topics to identify analytic vectors.
Demonstrated application of advanced SIGINT reporting, e.g. the use of STI, unusual tearlines, Post-Publication actions, RFIs, etc
Experienced in the use of software applications and databases associated with SIGINT report writing and target development.
Experience in drafting and/or editing for release finished, serialized SIGINT product reports.
The nice-to-haves (desired, not required):
DOD 8140/DOD 8570 IAT Certification, (Security+, CCNA Security, SSCP, or equivalent).
Familiarity with cyber security of Intelligence Community networks and operations.
May require familiarization with SIGINT and collateral report repositories to conduct research that would enhance reporting the ability to pull information from multiple sources and combine it into reports/products in response to requests by management and external customers.
Is familiar with basic SIGINT reporting policies.
Demonstrated ability to independently discover reportable information within office workflow tools.
Familiar with SIGINT and collateral report repositories and demonstrates incorporating independent research to enhance reporting
$85,000 - $235,000 a year
The pay range for this job, with multi-levels, is a general guideline only and not a guarantee of compensation or salary. Additional factors considered in extending an offer include (but are not limited to) responsibilities of the job, education, experience, knowledge, skills, and abilities, as well as internal equity, alignment with market data, applicable bargaining agreement (if any), or other law.
The benefits package:
Affordable healthcare options with 80% employer paid premium PLUS a company-funded HSA
Dental insurance with 100% employer paid premium
Vision with 80% employer paid premium
Employer paid Life insurance 100%
Employer paid Short-term and Long-term disability 100%
Annual training, continued education, and professional memberships reimbursement
Unlimited access to Red Hat Enterprise Linux and AWS training and accreditation
Annual reimbursement for technology i.e. phones, computers, printers, etc.
401(k) with company match up to 5% with 100% immediate vesting (after 90 days of employment)
The environment and perks:
Professional development investment and paid time off for training
Contract and work locations in Maryland, Virginia, Colorado, Texas, Utah, California, Florida and Hawaii.
Team building events throughout the year such as Destination Family Events, Holiday Party, Monthly Get-Togethers
Leadership Team engagement and mentorship
Performance Recognition Program
Complimentary branded apparel
Don't see a job opening that's the perfect fit? Apply to our General Position to join our talent pool for consideration for future opportunities.
Know someone else who may be a good fit? Refer them through the CTI External Referral Program and you could receive a one-time referral bonus of up to $10,000! Email [email protected] for more information.
Constellation Technologies is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, religion, creed, color, national origin, ancestry, sex (including pregnancy, childbirth, breastfeeding, or medical conditions related to pregnancy, childbirth, or breastfeeding), age, medical condition, marital or domestic partner status, sexual orientation, gender, gender identity, gender expression and transgender status, mental disability or physical disability, genetic information, military or veteran status, citizenship, low-income status or any other status or characteristic protected by applicable law. Job applicants can submit questions about CTI's equal employment opportunity policy to [email protected].
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.
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About Constellation Technologies
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