NewProject Manager JobotProject ManagerJessup, MD$90,000–$130,000 / 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 have a proven track record in managing construction projects, contract management, budgeting, negotiation and a deep understanding of the construction industry.
NewProject Manager - Construction JobotProject Manager - ConstructionColumbia, MD$90,000–$110,000 / 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. Manage project setup logistics—submittals, RFIs, change orders, materials, labor, budgets, punch lists.
NewSenior Construction Project Manager JobotSenior Construction Project ManagerJessup, MD$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 ideal candidate will have a proven track record in coordinating and overseeing a wide range of construction projects, from inception to completion.
NewProject Manager (Commercial Landscaping) JobotProject Manager (Commercial Landscaping)Gaithersburg, MD$70,000–$100,000 / year
NewMechanical Construction Project Manager JobotMechanical Construction Project ManagerPikesville, MD$110,000–$165,000 / 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. Skilled in overseeing HVAC, piping, and plumbing systems; coordinating subcontractors; preparing RFIs; managing schedules and budgets; and maintaining project documentation in fast-paced environments.
NewProject Manager - T&D/Substation JobotProject Manager - T&D/SubstationClearwater Beach, MD$120,000–$200,000 / 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. Qualifications: Bachelor's degree in Engineering, Construction Management, or relevant experience leading HV Transmission, Distribution, and/or Substation projects.
NewElectrical Project Manager JobotElectrical Project ManagerGettysburg, PA$120,000–$200,000 / 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. By applying for this job, you agree to receive calls, AI-generated calls, text messages, or emails from Jobot, and/or its agents and contracted partners.
NewAssistant Project Manager-Commercial Construction JobotAssistant Project Manager-Commercial ConstructionBaltimore, MD$70,000–$85,000 / yearA day in the life of an Assistant Project Manager involves providing assistance to the Project Manager through construction planning, scheduling equipment deliveries, facilitation document distribution, and serving as a liaison between project team members and the community with the common goal of promoting the interests of both the firm and clients in all matters. MCN Assistant Project Managers work directly with the Project Managers, Superintendents, and Project Executives to provide technical expertise regarding cost estimates, negotiate contracts, change orders, and establish project objectives to ensure project success.
NewMechanical Engineer, Assistant Project Manager JobotMechanical Engineer, Assistant Project ManagerYork, PA$110,000–$140,000 / 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. Responsibilities: Design mechanical systems for large central cooling and heating plants, including boilers, chillers, cooling towers, pumps, large bore piping, and control systems.
NewSenior Electrical Project Manager – (Substation / T&D Projects) JobotSenior Electrical Project Manager – (Substation / T&D Projects)Gettysburg, PA$150,000–$200,000 / 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. As we continue expanding, we are looking to add a Senior Electrical Project Manager who can lead substation projects, manage resources, and drive execution across all phases of construction.
NewSenior BAS/HVAC Controls Project Manager JobotSenior BAS/HVAC Controls Project ManagerBaltimore, MD$140,000–$160,000 / 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. PM on our team, you will be responsible for overseeing all phases of assigned projects—including new construction, renovations, and upgrades—ensuring they are completed on time, within budget, and to client expectations in the Ft. Meade and Baltimore area.
NewProject Manager HTC Global Services IncProject ManagerColumbia, MDFull timeThis role will lead and support complex, multi-stakeholder technology projects from initiation through closure, ensuring clear requirements, defined scope, effective communication, and disciplined project execution. Seeking a Project Manager with strong business analysis capabilities to support the successful delivery of strategic and tactical IT initiatives.
NewProject Manager - Building Design Whitman, Requardt & Associates, LLPProject Manager - Building DesignBaltimore, MD$175,000–$210,000 / yearFull timeCome join our collaborative team of engineers and architects on a variety of challenging projects, including high-performance buildings, industrial and manufacturing facilities, office environments, mission critical/secure spaces, historic preservation, and higher education. Lead multidiscipline A/E teams through concept studies, final design, and construction phase services for clients across a broad range of markets, including DoD, Federal/Local Government and Industrial.
NewPart-Time Project Manager - Building Design Whitman, Requardt & Associates, LLPPart-Time Project Manager - Building DesignBaltimore, MD$90–$125 / hourPart timeCome join our collaborative team of engineers and architects on a variety of challenging projects, including high-performance buildings, industrial and manufacturing facilities, office environments, mission critical/secure spaces, historic preservation, and higher education. Lead multidiscipline A/E teams through concept studies, final design, and construction phase services for clients across a broad range of markets, including DoD, Federal/Local Government and Industrial.
NewProject Manager - Installation CoolSysProject Manager - InstallationCatonsville, MD$90,000–$130,000Responsibilities: The MEC Project Managerwill be responsible for overseeing the installation of products, equipment, or systems for clients, ensuring that projects are completed on time, within budget, and according to specifications. This role involves coordinating and managing the entire installation process, including logistics, scheduling, resource allocation, and communication between clients, vendors, and installation teams.
NewSenior Project Manager - High-Growth Opportunity Michael Page USASenior Project Manager - High-Growth OpportunityTimonium, MD$110,000–$130,000 / yearFull timeThis is a Senior Project Manager role overseeing multiple commercial construction projects, primarily within healthcare, higher education, and specialized environments. The Senior Project Manager will receive: Proven track record of promoting internally - genuine progression to senior leadership.
Construction Senior Project Manager BERING STRAITS PROFESSIONAL SERVICES LLCConstruction Senior Project ManagerHanover, MD$247,900–$247,900 / yearShows respect and sensitivity for cultural differences; Educates others on the value of diversity; Promotes a harassment-free environment; Builds a diverse workforce. Bering Straits Professional Services (BSPS) is committed to world-class management of global logistics, training and procurement services for U.S. Government agencies.
Project Manager - Public Works Projects - Baltimore, MD Michael Page USAProject Manager - Public Works Projects - Baltimore, MDBaltimore, MD$100,000–$125,000 / yearFull timeThis Project Manager will oversee ground‑up and renovation construction projects, taking full ownership of schedule, budget, subcontractors, and client relationships. Our client is a well‑capitalized, relationship‑driven construction firm known for delivering high‑quality projects across multiple sectors.
Construction Project Manager PARAGON PROFESSIONAL SERVICES LLCConstruction Project ManagerHanover, MDThe candidate will be performing all facets of the Bering Straits East Coast construction model to include business development and marketing, contract management, estimating, proposal writing, budget tracking, and other various tasks as assigned. Essential and marginal functions may require maintaining physical condition necessary for bending, stooping, sitting, walking or standing for prolonged periods of time; most of time is spent sitting in a comfortable position with frequent opportunity to move about.
Facility Manager/Project Manager BERING STRAITS GLOBAL INNOVATIONS LLCFacility Manager/Project ManagerBelcamp, MDBering Straits Global Innovations, LLC (BSGI) was developed to provide general construction services to a variety of commercial and government agencies and to take advantage of Bering Straits Native Corporation and its companies’ previous experience in commercial and institutional building construction, alarm system monitoring service, plumbing, heating and air conditioning, and other related services. Creates and tracks task lists; developed timelines for deliverables; creates and executes communications plan through scheduled meetings, E-mails and telephone calls while managing company resources to ensure quality performance from all employees.
Assistant Project Manager - Education Projects - Baltimore, MD Michael Page USAAssistant Project Manager - Education Projects - Baltimore, MDBaltimore, MD$60,000–$85,000 / yearFull timeThis Assistant Project Manager will support the delivery of commercial construction projects from preconstruction through final turnover. You'll work closely with Project Managers and Superintendents to keep projects on schedule, on budget, and moving efficiently.
GeoStructural Division Manager Hillis-CarnesGeoStructural Division ManagerAnnapolis Junction, MDFull timeHillis-Carnes Engineering Associates (HCEA) is a top tier, multi-disciplined engineering firm with advanced capabilities in geotechnical and geostructural engineering, environmental consulting, specialty construction, construction materials engineering and testing, and third-party inspections. This exciting and dynamic position requires excellence in the following competencies: · Division Management: Provide oversight of engineering and support staff, senior review of technical products, good loss prevention practices, and lead the growth of the division.
NewSenior Estimator JobotSenior EstimatorJessup, MD$75,000–$110,000 / 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. Collaborating with other team members, including project managers, engineers, and construction workers, to ensure all projects run smoothly.
NewEstimating Manager JobotEstimating ManagerHanover, PA$130,000–$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. With a strong presence in the Mid-Atlantic region, they specialize in structural steel design, engineering, detailing, fabrication, erection, and retrofitting of existing structural members.
Project Manager Keller North America, Inc.Project ManagerOdenton, MDAssembles proposals which includes performing risk assessment, evaluating opportunities to increase profit, estimating, engineering, technical writing, site visits and client Q & A. By connecting global resources and local experience, Keller develops innovative, practical, and cost-effective solutions to geotechnical challenges.
NewProject Superintendent Trane TechnologiesProject SuperintendentTowson, MD$44.69–$55.61 / hourAbility to operate rental equipment (i.e. forklifts, scissor lifts, boom lifts, etc.) Represents the company by serving as the direct customer contact and is responsible for servicing products and equipment on assigned projects, ensuring customer satisfaction by identifying, analyzing, diagnosing and repairing equipment and systems at customer’s location. Must possess a valid driver’s license for a minimum of 12 months, with no major or frequent traffic violations including, but not limited to: DUI, Hit & Run, License Suspension, Reckless / Careless Driving or multiple smaller infractions or preventable collisions in the previous 3 years.
NewProject Engineer - Rough and Finish Carpentry JRB LLCProject Engineer - Rough and Finish CarpentryBel Air, MDJRB LLC is a premier Rough and Finish Carpentry contractor, specializing in the installation of doors, frames, hardware, shelving, wood trim, paneling, and interior fixtures for multifamily and commercial projects. Assist with cost tracking, change order documentation specific to scope changes (e.g., hardware upgrades, trim profile changes), and compiling final project documentation.
Construction Project Engineer BERING STRAITS GLOBAL INNOVATIONS LLCConstruction Project EngineerHanover, MDThe Project Engineer (PE) is responsible for the assistance in the development, execution and maintenance of a fully effective Project as required by our contract with the Client and Subcontractors and as further defined by the Contractor’s Quality Control Plan (CQCP), Health/Safety/Quality program and in accordance with Company’s policies and procedures; and performs additional managerial responsibilities as necessary or assigned. The candidate will be performing all facets of the Bering Straits East Coast model to include quality control management, submittal tracking, daily reporting, communicating deficiencies to the customer, and other various tasks as assigned.
NewProject Specialist Precision Custom Components, LLCProject SpecialistYork, PAWhether you’re driving results in the office or making them happen on the shop floor, you’ll collaborate across departments to solve problems, support efficient operations, and help ensure every component is completed safely, accurately, and with precision! Update routine customer submittals to support Program Mangers through interaction with Engineering and other functions as necessary to obtain the required data for submittal.
Superintendent Keller North America, Inc.SuperintendentOdenton, MD$100,000–$135,000 / yearResponsible for delivering proper Kickoff Meeting to crew• Completes daily field log reports (InSite)• Alerts management of potential project impacts relating to resource management, crew make-up/size and schedule restraints. Background Requirements (Knowledge, Skills, Experience, Qualifications)• Minimum 5 years experience in supervising construction crews on civil and/or geotechnical construction projects• Experience with various drilling techniques and ground improvement methods.•
Superintendent 1BritcomSuperintendentOdenton, MD$100,000–$135,000 / yearBy connecting global resources and local experience, Keller develops innovative, practical, and cost-effective solutions to geotechnical challenges. Actual salary will be based on a variety of factors including relevant internal and external experience, knowledge, skills, scope of job, geographical location or other factors permitted by law .
NewCONSTRUCTION SUPERINTENDENT - COMMERCIAL BUILDINGS Brawner Builders, Inc.CONSTRUCTION SUPERINTENDENT - COMMERCIAL BUILDINGSBaltimore, MDBrawner Builders has been involved in Building Renovations, new construction of offices, shopping centers, heavy industrial plants, academic institutions, road, and bridges. We have completed hundreds of projects at the University of Maryland affiliated campuses, the United States Naval Academy, K-12 facilities, and major infrastructure projects throughout the region.
NewConstruction Foreman/Superintendent Warwick Supply & Equipment Co., Inc.Construction Foreman/SuperintendentHunt Valley, MDMust be able to lift, push, pull or carry objects, use abdominal and lower back muscles to provide support over time without fatigue and to effectively climb, jump, sprint or throw an object. Requires good manual dexterity (hand, hand with arm, two hands) and multi-limb coordination, which may also involve using tools with associated tasks.
NewConstruction Superintendent Great Falls Construction CoConstruction SuperintendentGreat Falls, VAConducts field lay-outs and verifies measurements/dimensions for cabinetry, millwork, plumbing, electrical rough-ins, material installations, etc. • Schedule daily activities of all associated labor, subcontractor and vendor crews and equipment to achieve maximum production in the most efficient manner.
NewSolar Installer (Entry Level - Foreman) Commercial Rooftop Solar Pfister Energy, Inc.Solar Installer (Entry Level - Foreman) Commercial Rooftop SolarBaltimore, MDPfister Energy is seeking Solar Installers at all experience levels—from entry-level candidates to experienced installers, Crew Leads, and Foremen—to support the mechanical installation of commercial rooftop solar PV systems. We are committed to safety, quality craftsmanship, and developing skilled field professionals through hands-on training, paid apprenticeship programs, and clear career advancement pathways.
Risk and Insurance Manager - Real Estate/Multi-Family Property Management Company ConfidentialRisk and Insurance Manager - Real Estate/Multi-Family Property ManagementGaithersburg, MD$100,000–$120,000 / yearFull timeWhile performing the duties of this job which coincide with visits to property sites, the employee may occasionally be exposed to wet and/or humid conditions; moving mechanical parts; high, precarious places; fumes or airborne particles; toxic or caustic chemicals; outside weather conditions; extreme cold; extreme heat; risk of electrical shock; and vibration. This role is exempt and has an anticipated annual pay range of $100k-$120k for a new employee depending on a number of relevant factors including individuals’ experience, qualifications, knowledge, skills, abilities, client/property or company budgetary limitations/guidelines, and other job-related company and market considerations.
Senior Program Manager Company ConfidentialSenior Program ManagerFort Meade, MD$126,000–$220,000Full timeThis high-impact role involves management of operational planning, training and exercise coordination, managing security operations, developing strategic initiatives, and cultivating strong relationships with joint force partners. HII-Mission Technologies’ Cyber & Intelligence team is seeking a driven and experienced Program Manager to lead all on-site cyberspace operations and program support for a key customer at Fort Meade, MD.
Due Diligence Manager Lennar HomesDue Diligence ManagerColumbia, MD$80,297.82–$125,948 / yearFull timeLennar is one of the nation's leading homebuilders, dedicated to making an impact and creating an extraordinary experience for their Homeowners, Communities, and Associates by building quality homes and providing exceptional customer service, giving back to the communities in which we work and live in, and fostering a culture of opportunity and growth for our Associates throughout their career. Research and analyze approvals/permits, zoning, engineering plans, improvement estimates, off-site, phase 1 environmental reports, improvements/contributions, soils/geology, wetlands, utilities, affordable housing component/contribution, surveys and building costs.
Project Manager - Staff Management, Administrative & Project Management Support Lynker CorporationProject Manager - Staff Management, Administrative & Project Management SupportSilver Spring, MarylandRemoteContractorOur continually expanding team combines scientific expertise with mature, results-driven processes and tools to achieve technically sound, cost effective solutions in hydrology/water sciences, geospatial analysis, information technology, resource management, conservation, and management and business process improvement. Develop and execute a plan, with schedules, to meet the needs of the NMFS Regional Offices and the Atlantic Highly Migratory Species Division using staff resources available to achieve the outcomes described in the Seafood EO and respond to the requests of NOAA and NMFS leadership.
ICT Supervisor - Project Management (Perm/FT/Benefits) Harford County MDICT Supervisor - Project Management (Perm/FT/Benefits)Forest Hill, MarylandJob Description Summary: Under the direction of the ICT Manager, the Supervisor, Project Management supervises a team of Project Managers and Business Analysts involved in the ICT project management lifecycles. Supervises a team of Project Managers and Business Analysts, including work planning and delegation, process improvement, problem resolution, career mentoring, leadership guidance and performance management.
Technical Project Manager I, II & III - Essex Management (Contingent Role) Emmes GroupTechnical Project Manager I, II & III - Essex Management (Contingent Role)RockvilleRemoteAcross all levels, TPMs partner with technical teams, program leadership, and government stakeholders to ensure projects are delivered on time, within budget, and in compliance with contractual, regulatory, and organizational requirements. The Essex team comprises experts with extensive experience in strategically developing and managing complex health and biomedical information programs for clients in the Federal Government, research academia, and private sectors.
Change Management Project Manager (Global Supply Chain) Northrop Grumman CorpChange Management Project Manager (Global Supply Chain)Baltimore, MD$126,400–$219,500 / yearBasic Qualifications: Bachelor's degree in Organizational Development, Business Administration, Human Resources, Applied Project Management or related field and minimum 12 years of relevant experience OR Master's Degree and 10 years of relevant experience. Key Responsibilities: Develop and execute comprehensive change management plans to support Global Supply Chain key strategic initiatives including major digital tool deployments across all sectors.
Project Manager - Essex Management (Contingent Role) Emmes GroupProject Manager - Essex Management (Contingent Role)RockvilleRemote
Manager, Desktop Support & Project Management LCG, Inc.Manager, Desktop Support & Project ManagementMaryland, MD$100,000–$140,000Additionally, the candidate will serve as the primary technical escalation point for the team, demonstrating strong hands-on expertise in Active Directory (including OU structure), endpoint management tools such as JAMF and SCCM, and mobile device management platforms like Intune or MobileIron. The ideal candidate will also lead day-to-day contract and project activities across multiple task areas, including scheduling meetings, briefing stakeholders, and tracking actions to closure, while keeping leadership informed of mission-impacting issues such as outages or security events.
Project Management Intern (NCS) - BCIT City of BaltimoreProject Management Intern (NCS) - BCITBaltimore, MDEligible candidates under final consideration for appointment to positions identified as positions of trust will be required to complete authorization for a Criminal Background Check and/or Fingerprint must be successfully completed. This role offers hands-on exposure to real projects, tools, and decision-making processes that drive enterprise initiatives.
Commercial HVAC Project Management Titan Mechanical Group LLCCommercial HVAC Project ManagementGermantown, MDThe ideal candidate is an expert in building methods and has a proven track record of successful construction management projects. In this role, you will oversee all aspects of the commercial projects and ensure they progress on schedule and within budget.
Director of Project Management Office, Cell Therapy Technical Operations AstraZeneca PlcDirector of Project Management Office, Cell Therapy Technical OperationsGaithersburg, MD$149,806–$224,708 / yearBy leveraging artificial intelligence and digital automation aligned with AstraZeneca's 2030 ambition, this role will empower technical leaders to manage projects independently, utilizing dedicated PMO resources primarily for complex initiation and planning phases. The Director of Project Management Office, Cell Therapy Technical Operations is a highly strategic leadership role responsible for establishing, digitizing, and leading the Operations branch of the centralized Cell Therapy Technical Operations (CTTO) PMO.
Project Management Intern DAP Global IncProject Management InternBaltimore, MDYou will find DAP products in the hands of professional painters, remodelers, builders, and do-it-yourselfers, and in 60,000 retail outlets, ranging from home centers and mass merchandisers to your local hardware, pro contractor channels and paint stores. About DAP DAP is a market leading manufacturer, innovator and marketer of home repair and construction products including caulks, sealants, spray foam insulation, adhesives, and patch and repair products.
Project Management Summer Intern Orano SAProject Management Summer InternBethesda, MDRemotedata-css="[data-component="cookie-banner"] { --a-cookieBannerWidget-wrapper-color: #0000004D; --a-cookieBannerWidget-text-font-weight: 400; --a-cookieBannerWidget-text-text-decoration: none; --a-cookieBannerWidget-link-text-decoration: underline; --a-cookieBannerWidget-label-font-weight: 600; --a-cookieBannerWidget-label-text-decoration: none; --a-cookieBannerWidget-divider-border-style: solid; --a-cookieBannerWidget-text-margin-top: 0px; --a-cookieBannerWidget-text-margin-right: 0px; --a-cookieBannerWidget-text-margin-bottom: 0px; --a-cookieBannerWidget-text-margin-left: 0px; --a-cookieBannerWidget-text-padding-top: 0px; --a-cookieBannerWidget-text-padding-right: 0px; --a-cookieBannerWidget-text-padding-bottom: 0px; --a-cookieBannerWidget-text-padding-left: 0px; --a-cookieBannerWidget-divider-margin-top: 24px; --a-cookieBannerWidget-divider-margin-right: 0px; --a-cookieBannerWidget-divider-margin-bottom: 24px; --a-cookieBannerWidget-divider-margin-left: 0px; --a-cookieBannerWidget-divider-border-width: 1px; }">. Orano's activities in the U.S. include developing uranium enrichment facility in Oak Ridge, TN ; packages and transportation of uranium & nuclear fuel assemblies ; fabricating & installing used nuclear fuel dry storage canisters and casks, conducting pool-to-pad used nuclear fuel transfers ; providing solutions to the National Labs and to the Dept of Energy ; and supplying U.S. nuclear energy utilities with uranium, conversion, and enrichment services.
Manager, Project Management - Medicare Reporting and Analytics CVS Health CorpManager, Project Management - Medicare Reporting and AnalyticsWork At Home, MD$54,300–$145,860 / yearThis role operates at the intersection of business program requirements, data processing, and system integration, translating regulatory and business needs into scalable solutions that support member eligibility determination, enrollment processes, and downstream reporting. The role also benefits from a working knowledge of enterprise data platforms (e.g., GCP/BigQuery) and the ability to perform targeted data analysis to support requirements validation, issue triage, and operational decision-making.