Commissioning Project Engineer (Data Centers) JobotCommissioning Project Engineer (Data Centers)Richmond, VARemote$90,000–$160,000 / yearMust be self-motivated and well versed in Data Center projects touching on large building MEP systems design, commissioning, retro-commissioning, energy modeling/analysis and construction for complex buildings. Information collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal.
NewData Center Manager, DCC Communities Amazon Data Services, Inc.Data Center Manager, DCC CommunitiesMineral, VAWe pioneered cloud computing and never stopped innovating — that’s why customers from the most successful startups to Global 500 companies trust our robust suite of products and services to power their businesses. - 2+ years of operations and on-call support for data center facilities, mission critical plants, or production facilities, or 1+ years of operations and on-call support for data center facilities, mission critical plants, or production facilities experience.
Automation Engineer Amazon.com Services LLC - A57Automation EngineerRockville, VAYou will understand, maintain and troubleshoot material handling control systems, including PLC/PC controllers and industrial networks such as Ethernet, ControlNet, DeviceNet, Profibus, motor control systems, servo drives, frequency drives, and electrical distribution systems. - Bachelor's degree in computer science, electrical engineering, automation engineering, or equivalent, or 2+ years of experience with Ladder Logic and structure programming from Siemens, Allen-Bradley, or Codesys PLCs.
NewControls Engineer – Power Infrastructure JobotControls Engineer – Power InfrastructureRichmond, VA$100,000–$150,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. The product portfolio includes Power Distribution Units ranging from 300 kVA to 2,000 kVA, Remote Power Panels, control panels, and advanced integrated infrastructure modules.
NewSenior Civil Engineer JobotSenior Civil EngineerRichmond, VA$110,000–$145,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. The successful candidate will be involved in a wide array of projects, ranging from residential to commercial developments, land development, and roadway projects.
NewSr. Infrastructure Engineer CYNET SYSTEMSSr. Infrastructure EngineerRichmond, VA$65–$70 / hourTemporaryContractorPart timeAs a nationally and locally certified Minority Business Enterprise (MBE), Cynet Systems is committed to helping organizations build high-performing teams while empowering professionals to grow rewarding careers. We deliver agile, scalable talent solutions across IT, engineering, life sciences, clinical, and professional staffing, powered by a high-performing recruitment engine operating across North America and Asia.
Cybersecurity Engineer 3 CYNET SYSTEMSCybersecurity Engineer 3Richmond, VA$70–$75 / hourTemporaryContractorPart timeAs a nationally and locally certified Minority Business Enterprise (MBE), Cynet Systems is committed to helping organizations build high-performing teams while empowering professionals to grow rewarding careers. We deliver agile, scalable talent solutions across IT, engineering, life sciences, clinical, and professional staffing, powered by a high-performing recruitment engine operating across North America and Asia.
NewIndustrial Engineer II - Continuous Improvement GeodisIndustrial Engineer II - Continuous ImprovementPrince George, VAPrepares engineering documents to describe solution and detailed operating concepts such as storage and shipping capacity, zoning, slotting, waving, etc. and facilitates reviews with key work stream leads including engineering peers, WMS Implementation, and operations. Performs detailed engineering on building/operational changes to take a design from conceptualization to full detailed design ready for implementation, by performing data analyses, providing material specifications, and generating final AutoCAD layout with fitment into the selected facility.
Oracle OCI Cloud Engineer CYNET SYSTEMSOracle OCI Cloud EngineerRichmond, VA$55–$60 / hourTemporaryContractorPart timeAs a nationally and locally certified Minority Business Enterprise (MBE), Cynet Systems is committed to helping organizations build high-performing teams while empowering professionals to grow rewarding careers. We deliver agile, scalable talent solutions across IT, engineering, life sciences, clinical, and professional staffing, powered by a high-performing recruitment engine operating across North America and Asia.
NewAutomation Hardware Engineer LEGO GroupAutomation Hardware EngineerRichmond, VA$84,674–$127,010 / yearThe Automation Hardware Engineer is responsible for the performance, reliability, and continuous improvement of the physical automation systems within the High Bay Warehouse - including conveyors, robotic arms, stacker cranes, and washing equipment. Being part of the LEGO Group also means taking part in our annual Play Day, playing a part in building a sustainable future and continuing our mission to "inspire and develop the builders of tomorrow.".
NewTest Engineer II - Electrical (Prince George, VA) JABIL CIRCUIT, INCTest Engineer II - Electrical (Prince George, VA)Prince George, VASolicit ongoing feedback from Assistant Test Engineering Manager, Workcell Manager (WCM), Business Unit Manager (BUM), peers and team member on team member’s contribution to the Workcell team. Direct and coordinate engineering activities concerned with development, procurement, installation, and calibration of instruments, equipment, and control devices required to test, record, and reduce test data.
NewIndustrial Engineer III (Prince George, VA) JABIL CIRCUIT, INCIndustrial Engineer III (Prince George, VA)Prince George, VAProven record of accomplishment of successful change management accomplishments, implementing and management continuous improvements and cost reduction programs. Design, develop, and implement efficient manufacturing processes for large form-factor products, including assembly lines, workstations, and material flow.
Service Engineer AxelonService EngineerChester, VAProvide on-site support for Dell server and data center systems, ensuring rapid issue resolution and minimal downtime. Experience supporting servers or data center hardware in a field, enterprise, or customer-facing environment.
NewBusiness Director, Enterprise Tech Analytics Discover Financial ServicesBusiness Director, Enterprise Tech AnalyticsRichmond, VA$230,400–$263,000 / yearInsights & analysis: Analyze the impact of our programs and combine those insights with the latest thinking in organizational science to help our clients make data-driven, informed decisions. Candidates hired to work in other locations will be subject to the pay range associated with that location, and the actual annualized salary amount offered to any candidate at the time of hire will be reflected solely in the candidate’s offer letter.
NewEntry-Level Java Developer (Spring Boot, Microservices, DevOps)/Data Scientist SynergisticITEntry-Level Java Developer (Spring Boot, Microservices, DevOps)/Data ScientistRichmond, VA$82,000–$127,000 / yearFull timeSince 2010, Synergisticit has helped thousands of candidates land full-time jobs at tech leaders like Google, Apple, PayPal, Visa, Western Union, Wells Fargo, Intel, Paypal, JPMC, Wayfair, BOA, CITI and hundreds more with Job offers of $95k to $154k. Candidates can strengthen their technical stack, build portfolio-style projects, improve resume keywords, and prepare for interviews where they may need to explain SQL logic, dashboards, data-cleaning decisions, and business impact.
Senior Data Engineer StratAcuity Staffing Partners IncSenior Data EngineerRichmond, VA$65–$70.24 / hourIn terms of professional development, Everforth Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA. The position involves designing data solution frameworks, ingesting data from various sources, and processing it using technologies like Hadoop, Spark, and SQL databases.
Data Engineer StratAcuity Staffing Partners IncData EngineerRichmond, VAIn terms of professional development, Everforth Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA. Everforth Apex also offers a HSA (Health Savings Account on the HDHP plan), a SupportLinc Employee Assistance Program (EAP) with up to 8 free counseling sessions, a corporate discount savings program and other discounts.
Senior Lead Data Engineer Capital One Financial CorpSenior Lead Data EngineerRichmond, VA$209,000–$238,500 / yearShare your passion for staying on top of tech trends, experimenting with and learning new technologies, participating in internal & external technology communities, and mentoring other members of the engineering community. Candidates hired to work in other locations will be subject to the pay range associated with that location, and the actual annualized salary amount offered to any candidate at the time of hire will be reflected solely in the candidate's offer letter.
Lead Data Engineer Capital One Financial CorpLead Data EngineerRichmond, VA$179,400–$204,700 / yearShare your passion for staying on top of tech trends, experimenting with and learning new technologies, participating in internal & external technology communities, and mentoring other members of the engineering community. Candidates hired to work in other locations will be subject to the pay range associated with that location, and the actual annualized salary amount offered to any candidate at the time of hire will be reflected solely in the candidate's offer letter.
Lead Data Engineer - Data Transformation (Modeling and Architecture) Capital OneLead Data Engineer - Data Transformation (Modeling and Architecture)Richmond, VirginiaShare your passion for staying on top of tech trends, experimenting with and learning new technologies, participating in internal & external technology communities, and mentoring other members of the engineering community. Candidates hired to work in other locations will be subject to the pay range associated with that location, and the actual annualized salary amount offered to any candidate at the time of hire will be reflected solely in the candidate’s offer letter.
Lead Data Engineer - Risk Tech (Python, AWS) Capital One Financial CorpLead Data Engineer - Risk Tech (Python, AWS)Richmond, VA$197,300–$225,100 / yearOur mission is divided into two primary functional pillars: Risk Management Tech (RMT), which develops the frameworks and tools for monitoring risks, testing controls, and managing regulatory requirements; and AML and Compliance Tech (ACT), which ensures our products are delivered ethically and in strict compliance with BSA/AML regulations and global laws. Share your passion for staying on top of tech trends, experimenting with and learning new technologies, participating in internal & external technology communities, and mentoring other members of the engineering community.
Data Engineer, Consultant Blue Cross and Blue Shield AssociationData Engineer, ConsultantRichmond, VAThe DE‑C partners closely with Solution Design Leads, Architects, Product Managers, and business stakeholders to translate solution designs and business requirements into scalable, secure, and production‑ready data products. We are looking for leaders that are energized by creative and critical thinking, building and sustaining high-performing teams, getting results the right way, and fostering continuous learning.
["Managing Consultant, Data Engineer","Managing Consultant, Data Engineer"] Thought Logic Consulting["Managing Consultant, Data Engineer","Managing Consultant, Data Engineer"]RichmondWe partner with clients to solve their most complex business problems and we do it in a highly collaborative, local-market approach, giving clients senior-level attention and giving our consultants room to grow, lead, and build. In this role, you'll work closely with cross-functional teams to build modern data pipelines, develop scalable solutions, and help clients unlock insights from their data.
Lead Data Engineer - HR Tech Capital One Financial CorpLead Data Engineer - HR TechRichmond, VA$197,300–$225,100 / yearShare your passion for staying on top of tech trends, experimenting with and learning new technologies, participating in internal & external technology communities, and mentoring other members of the engineering community. Candidates hired to work in other locations will be subject to the pay range associated with that location, and the actual annualized salary amount offered to any candidate at the time of hire will be reflected solely in the candidates offer letter.
Senior Data Engineer Elevance HealthSenior Data EngineerRichmond, VA$127,200–$228,960 / yearMinimum Requirements: Requires BS/BA in information Technology or related field of study and a minimum of 8 years experience in systems administration and security aspects of information systems, access management and network security technologies, network communications, computer networking, telecommunications, systems development and management, hardware, software, data, and people; experience with multiple technical and business disciplines required; or any combination of education and experience, which would provide an equivalent background. Maintains relationship with key vendors; Serve as the technical escalation for results of preventative maintenance routines; Supervise preventative maintenance; Creates presentations and seeks IT management approval and acceptance of significant replacements or reconfigurations of the data pipeline.
Data base Administrator / Data Engineer Career Land CenterData base Administrator / Data EngineerRichmond, VirginiaRole Summary: Seeking a Database Administrator / Data Engineer with experience migrating on-prem SQL Server databases to AWS and Snowflake. The role will support database migration, Python-based data processing, and development of AWS data pipelines for applications using Amazon RDS and DynamoDB.
Business Intelligence Data Engineer Knack SolutionsBusiness Intelligence Data EngineerRichmond, VirginiaRemoteAs one of the Business Intelligence Data Engineers, you'll be able to work closely with customers, product management, and other subject matter experts in the technology industry to drive forward solutions that have immediate impact on the day-to-day ability for other data scientists and machine learning engineers to productionize their models by iteratively improving how we instrument our software-systems for observability and consequentially help enable infrastructure automation, product analysis, application performance. Our team culture allows you to work in a highly collaborative team of professionals in a horizontal job role that is excellent in written and communication skills to ensure that instrumentation, practices, processes, and tools are documented and released in a way that helps others understand the stability and functionality of each application.
Managed Services - Senior Data Engineer - Senior Manager PricewaterhouseCoopers LLPManaged Services - Senior Data Engineer - Senior ManagerRichmond, VA$124,000–$280,000 / yearPreference for at least one of the following fields of study: Computer and Information Science, Computer and Information Science & Accounting, Economics, Economics and Finance, Economics and Finance & Technology, Operations Management/Research, Statistics, Engineering. PwC does not intend to hire experienced or entry level job seekers who will need, now or in the future, PwC sponsorship through the H-1B lottery, except as set forth within the following policy: https://pwc.to/H-1B-Lottery-Policy .
Data Engineer, Principal Blue Cross and Blue Shield AssociationData Engineer, PrincipalRichmond, VAIn this role you will be partnering with Enterprise Architects, Portfolio, Analytics and Data engineering teams for designing technical solutions and building data products to meet enterprise data needs. Expert in understanding data management practices, data modelling (data vault 2.0), master data management, data integration, data architecture, data virtualization, data warehousing, data privacy and security.
Data Engineer, Senior Blue Cross and Blue Shield AssociationData Engineer, SeniorRichmond, VAThis role is responsible for independent designing, building, and operating complex data pipelines and cloud data solutions while embedding security, automation, and reliability throughout the software development lifecycle (SDLC). We are looking for leaders that are energized by creative and critical thinking, building and sustaining high-performing teams, getting results the right way, and fostering continuous learning.
Data Engineer - Project Delivery Specialist Deloitte Touche Tohmatsu LtdData Engineer - Project Delivery SpecialistRichmond, VA$102,750–$171,250 / yearIndependently and collaboratively lead client engagement workstreams focused on improvement, optimization, and transformation of processes including implementing leading practice workflows, addressing deficits in quality, and driving operational outcomes. Communicate regularly with Engagement Managers (Directors), project team members, and representatives from various functional and / or technical teams, including escalating any matters that require additional attention and consideration from engagement management.
Data Engineer - Capital One Shiftcode Analytics, IncData Engineer - Capital OneRichmond, VAThe ideal candidate will have experience building, optimizing, and maintaining data pipelines and working with visualization tools. We are seeking a skilled Data Engineer with strong expertise in Python and SQL to support data-driven initiatives.
NewCloud Data Engineer Stride, Inc.Cloud Data EngineerRichmond, VirginiaBachelor's degree in Computer Science, Information Technology, or equivalent training; Three (3) years of relevant professional experience working with, building, and/or managing AWS cloud services including AWS Lambda, Step Functions, DMS, Kinesis, S3, RDS, Glue, EC2, CloudWatch, CloudFormation or equivalent Azure/GCP services; Proficiency in Python development; Proficiency in using SQL and APIs to automate interactions with various data stores and systems; Familiarity with pub/sub event-based architecture and ETL data pipeline patterns with an ability to determine which is appropriate for what use-cases; Demonstrated experience with software development best practices including developing robust unit, integration, functional, and performance tests; Demonstrated experience following enterprise-grade DevOps practices including version control branching and release management, CI/CD pipelines; Demonstrated success in working with a highly collaborative and agile remote development team; Excellent verbal and written communication skills; Proficiency in the Microsoft Office Suite (Excel, Word, PowerPoint and SharePoint); Ability to travel up to 10% of the time; Ability to clear required background check; Certificates and Licenses : None required. Experience in education and/or educational technology industries; Experience developing pub/sub event-based architectures, data streaming, data integration, and batch data pipelines; Experience working with various data storage types including relational databases, object storage, graph databases, data warehouses; Experience with Snowflake or equivalent data warehousing and services; AWS or Azure cloud certifications; WORK ENVIRONMENT : The work environment characteristics described here are representative of those an employee encounters while performing the essential functions of this job.
Senior Data Engineer Elevance Health IncSenior Data EngineerRichmond, VA$127,200–$228,960 / yearMinimum Requirements: Requires BS/BA in information Technology or related field of study and a minimum of 8 years experience in systems administration and security aspects of information systems, access management and network security technologies, network communications, computer networking, telecommunications, systems development and management, hardware, software, data, and people; experience with multiple technical and business disciplines required; or any combination of education and experience, which would provide an equivalent background. Maintains relationship with key vendors; Serve as the technical escalation for results of preventative maintenance routines; Supervise preventative maintenance; Creates presentations and seeks IT management approval and acceptance of significant replacements or reconfigurations of the data pipeline.
Cyber AI Data Engineer Senior Consultant Deloitte Touche Tohmatsu LtdCyber AI Data Engineer Senior ConsultantRichmond, VA$105,400–$207,800 / yearExperience supporting governance, risk, and compliance workflows, including risk reporting, audit data requests, controls monitoring, controls testing, compliance metrics, governance, risk, and compliance tool integrations, and large language model-enabled applications using retrieval-augmented generation, vector or hybrid retrieval, tool or function calling, evaluation or monitoring, prompt-injection defenses, and secure access patterns. Developing AI-enabled capabilities that accelerate governance, risk, and compliance and cyber operations, including evidence summarization, control testing assist, policy question-and-answer, investigation copilots, ticket triage, and exception reasoning using agentic patterns, workflow orchestration, and retrieval-augmented generation.
Data Engineer Career Land CenterData EngineerRichmond, VirginiaRole Summary: Seeking a Database Administrator / Data Engineer with experience migrating on-prem SQL Server databases to AWS and Snowflake. The role will support database migration, Python-based data processing, and development of AWS data pipelines for applications using Amazon RDS and DynamoDB.
Principal Data Engineer Genworth Financial IncPrincipal Data EngineerRichmond, VAYOUR ROLE The Life, Annuity, and Long-Term Care Data Solutions team -responsible for end-to-end-to-end data architecture, data governance, and data engineering from source systems to data consumers-is seeking a Principal Data Engineer with strong Databricks expertise and proven experience in a Tech Lead capacity. Generous Paid Time Off - Including 12 Paid Holidays, Volunteer Time Off and Paid Family Leave Disability, Life, and Long Term Care Insurance Tuition Reimbursement, Student Loan Repayment and Training & Certification Support Wellness support including gym membership reimbursement and Employee Assistance Program resources (work/life support, financial & legal management) Caregiver and Mental Health Support Services.
Senior Project Superintendent - Data Center Construction The Weitz Company LLCSenior Project Superintendent - Data Center ConstructionRichmond, VAThe Senior Project Superintendent is also responsible to establish the safety culture on the jobsite and work closely with the Project Manager to manage schedule, budget, and staff to achieve profitable outcomes. The Senior Project Superintendent is responsible for the profitable field operations on complex large projects after demonstrating ability to successfully complete smaller projects.
Lead Data Engineer - Data Publication and Transformation Capital One Financial CorpLead Data Engineer - Data Publication and TransformationRichmond, VA$197,300–$225,100 / yearShare your passion for staying on top of tech trends, experimenting with and learning new technologies, participating in internal & external technology communities, and mentoring other members of the engineering community. Candidates hired to work in other locations will be subject to the pay range associated with that location, and the actual annualized salary amount offered to any candidate at the time of hire will be reflected solely in the candidate's offer letter.
PCA Data Engineer DPR ConstructionPCA Data EngineerRichmond, VAYou will work closely with engineers, business stakeholders, and cross-functional teams to design, develop, and maintain data pipelines that integrate, process, and manage data from various source, enabling business insights and enhancing operational efficiency. DPR Construction is a forward-thinking, self-performing general contractor specializing in technically complex and sustainable projects for the advanced technology, life sciences, healthcare, higher education and commercial markets.
Data Engineer-Lead - Project Planning And Execution DPR ConstructionData Engineer-Lead - Project Planning And ExecutionRichmond, VADPR Construction is a forward-thinking, self-performing general contractor specializing in technically complex and sustainable projects for the advanced technology, life sciences, healthcare, higher education and commercial markets. We are proud to be recognized as a great place to work by our talented teammates and leading news organizations like U.S. News and World Report, Forbes, Fast Company and Newsweek.
GCP Data Engineer Expert In Recruitment SolutionsGCP Data EngineerArkansas, ARDesign and build scalable ETL/ELT pipelines using Apache Airflow, Apache Spark, and GCP Dataflow. • Collaborate with AI Developers to ensure high-quality, low-latency data access for model training.
Senior Data Engineer Page UpSenior Data EngineerRichmond, VirginiaSupporting both project delivery and BAU operations, you’ll work closely with business stakeholders, BI teams, and technology partners to deliver reliable, scalable, and high-quality data solutions that drive smarter business outcomes. Develop and maintain data pipelines, transformations, and analytical data models using Azure Databricks, Azure Data Factory, ADLS, SQL, Python, PySpark, and Databricks SQL.
Sr. Data Engineer Artech LLCSr. Data EngineerRichmond, VA$60–$70 / hourWe are seeking a highly skilled professional with a robust data engineering background to help us build and maintain our data infrastructure. For immediate consideration please click APPLY to begin the screening process with Alex or send resumes to a.wesly@artech.com.
Big Data Engineer AdvanSix IncBig Data EngineerHopewell, VA$104,600–$156,800 / yearAdvanSix plays a critical role in global supply chains, innovating and delivering essential products for our customers in a wide variety of end markets and applications that touch people's lives, such as building and construction, fertilizers, plastics, solvents, packaging, paints, coatings, adhesives, and electronics. Job Responsibilities: AdvanSix is seeking a Big Data Engineer to build and operate our enterprise Unified Data Layer (UDL) - spanning IT and OT - to deliver trustworthy, performant data products that power Finance, Operations, Supply Chain & Logistics, HSE, Commercial, and corporate analytics.
Managing Consultant, Data Engineer Thought Logic ConsultingManaging Consultant, Data EngineerRichmond, VirginiaWe partner with clients to solve their most complex business problems and we do it in a highly collaborative, local-market approach, giving clients senior-level attention and giving our consultants room to grow, lead, and build. In this role, you'll work closely with cross-functional teams to build modern data pipelines, develop scalable solutions, and help clients unlock insights from their data.
Sr. Data Engineer PlanIT GroupSr. Data EngineerRichmond, VAAdvanced experience working with relational and non-relational databases, dimensional models, advanced SQL queries, stored procedures and functions, data warehouses, ETL processes, and database management systems. • Intermediate working knowledge of Azure Logic Apps, scripting languages like ARM, Bicep DSL, Python, PowerShell or other custom solutions.
Managed Services - Data Engineer (Databricks & Kafka) - Senior Associate PricewaterhouseCoopers LLPManaged Services - Data Engineer (Databricks & Kafka) - Senior AssociateRichmond, VA$77,000–$202,000 / yearPwC does not intend to hire experienced or entry level job seekers who will need, now or in the future, PwC sponsorship through the H-1B lottery, except as set forth within the following policy: https://pwc.to/H-1B-Lottery-Policy . You are expected to focus on building client relationships and developing a deeper understanding of the business context, while navigating increasingly complex situations and growing your personal brand and technical proficiency.
Managed Services - Data Engineer (Databricks & Kafka) - Manager PricewaterhouseCoopers LLPManaged Services - Data Engineer (Databricks & Kafka) - ManagerRichmond, VA$99,000–$232,000 / year10 years of experience in data and analytics management with at least 8 years of experience of leading various data and analytics program/initiatives of large sizes with 3 years experience managing and delivering Managed Data and Analytics programs (Managed services and Managed assets). PwC does not intend to hire experienced or entry level job seekers who will need, now or in the future, PwC sponsorship through the H-1B lottery, except as set forth within the following policy: https://pwc.to/H-1B-Lottery-Policy .
Data Engineer II Deloitte Touche Tohmatsu LtdData Engineer IIRichmond, VA$84,400–$140,600 / yearOur purpose comes through in our work with clients that enables impact and value in their organizations, as well as through our own investments, commitments, and actions across areas that help drive positive outcomes for our communities. The wage range for this role takes into account the wide range of factors that are considered in making compensation decisions including but not limited to skill sets; experience and training; licensure and certifications; and other business and organizational needs.