Staff Engineer - Cmaas (Platform And Tools - Vms) Geico InsuranceStaff Engineer - Cmaas (Platform And Tools - Vms)Bethesda, MD$110,000–$230,000 / yearThe Platform and Tools - VMs team is dedicated to realizing a secure, reliable, scalable, and highly efficient next-generation virtual machine management and orchestration platform running on Kubernetes. This role requires deep technical expertise in configuration management systems, infrastructure as code, and the ability to drive technical strategy across engineering teams.
Senior Data Engineer Absolute Business Solutions CorpSenior Data EngineerBethesda, MD$125,000–$255,000 / yearWorking closely with data scientists, software engineers, and infrastructure teams, you will build and maintain Elasticsearch and graph-based data platforms that enable efficient storage, discovery, and analysis of complex hierarchical data. Provide specific input to the software components of system design to include hardware/software trade-offs, software reuse, use of COTS/GOTS in place of new development, and requirements analysis and synthesis from system level to individual software components.
Data Engineer GrvtyData EngineerChantilly, VirginiaThis project regularly needs various types of people - Data Scientists, Data / ETL Engineers, Analytic Software Engineers, Full Stack Developers, UI/UX Developers, and AWS/DevOps experts. The tech stack used is extremely broad - anything cutting edge in the commercial market, the open source community, or the academic research community is likely involved: and if something isn't being looked at yet, you can make that happen.
Senior Staff Engineer Geico InsuranceSenior Staff EngineerBethesda, MD$115,000–$260,000 / yearContribute directly to and leading by example in day-to-day engineering activities (writing feature code and automated tests, raising PRs and reviewing peers' PRs, developing and managing CI/CD pipelines, production support, among others). Provide thought leadership in GIA Platform, staying ahead of industry trends and emerging technologies to create effective strategy that minimizes business disruption while balancing the modernization of legacy platform components.
Senior Data Engineer 540Senior Data EngineerArlington, VALocation : Arlington, VA Citizenship & Clearance Requirement : Per client requirements, candidates must be U.S. Citizens with an active DoW Secret (or higher) clearance Education Requirement: Bachelor’s degree in Computer Science, Engineering, or a related technical field preferred; equivalent combinations of education and relevant experience will be considered 540 Internal Thrive Level: SeniorData Engineer. Working with engineers, architects, cybersecurity teams, and mission stakeholders, you will translate complex requirements into secure, scalable solutions using Databricks, Apache Spark, and Delta Lake.
Actionet, Inc. Careers - Wireless Engineer W Travel - Secret Clearance ActioNet, Inc.Actionet, Inc. Careers - Wireless Engineer W Travel - Secret ClearanceVienna, VARemoteOverview: The Wireless Engineer designs, installs, optimizes, and maintains mobile broadband, cellular, and WLAN systems across enterprise Base Area Networks (BAN). The Wireless Engineer supports the design, deployment, and optimization of 4G LTE and 5G NR (New Radio) wireless solutions across enterprise and mission environments, ensuring resilient broadband connectivity and low‑latency performance for critical applications.
2026 University Hire (U.S.) - Startup Engineer Bechtel Corp2026 University Hire (U.S.) - Startup EngineerDC$81,372–$97,656 / yearExtraordinary teams building inspiring projects: Since 1898, we have helped customers complete more than 25,000 projects in 160 countries on all seven continents that have created jobs, grown economies, improved the resiliency of the world''s infrastructure, increased access to energy, resources, and vital services, and made the world a safer, cleaner place. Bachelor's degree in Electrical (including Electronics and Computer Engineering), Mechanical, Chemical, Marine, Industrial, Nuclear Engineering, or Engineering Technology, from an accredited college or university within the past 12 months or the next 12 months.
Project Field Engineer Bechtel CorpProject Field EngineerReston, VA$157,700–$231,000 / yearExtraordinary teams building inspiring projects: Since 1898, we have helped customers complete more than 25,000 projects in 160 countries on all seven continents that have created jobs, grown economies, improved the resiliency of the world''s infrastructure, increased access to energy, resources, and vital services, and made the world a safer, cleaner place. Required Knowledge and Skills: Previous experience delivering a combined cycle power plant, and leading teams of Field Engineers, either as a Lead Discipline Field Engineer, Area Field Engineer, Project Field Engineer or equivalent.
Senior Palo Alto Networks Engineer CELESTIAL INNOVATIONS GROUP LLCSenior Palo Alto Networks EngineerWashington, DCFull timeIn this role, you will serve as a trusted security advisor and hands-on technical lead, designing and implementing cutting-edge network and cloud security solutions for civilian, defense, and intelligence community agencies. You will work closely with CIG's delivery team and government stakeholders to ensure that security architectures meet the stringent requirements of federal compliance frameworks including FedRAMP, FISMA, NIST SP 800-53, and CMMC.
Database Engineer (DBE) - Skill Level 2 Kaizen Approach, Inc.Database Engineer (DBE) - Skill Level 2Annapolis Junction, MDThe position involves developing database structures aligned with overall system architecture, making trade-offs among data volumes, user populations, distribution, response times, retention rules, security, and domain controls, while supporting the lifecycle from requirements through system acceptance testing and Initial Operational Capability. The Database Engineer will develop and manage requirements from project inception through completion, assist with analysis and evaluation of system improvements, optimization, development, and maintenance efforts, and translate requirements and data into usable documentation through queries, scripts, macros, and master data files.
Expert DevOps Engineer SAP SEExpert DevOps EngineerReston, VAOriginally known for leadership in enterprise resource planning (ERP) software, SAP has evolved to become a market leader in end-to-end business application software and related services for database, analytics, intelligent technologies, and experience management. In this role, you will join the Platform Engineering, and by relied upon to provide high level of technical expertise in building, hardening, and operating the interal SAP Sovereign Cloud environments used as reference by the regional Operations teams.
Software Engineer 2 T-Rex Solutions LLCSoftware Engineer 2Hanover, MDThe Software Engineer develops, maintains, and enhances complex and diverse software systems (e.g., processing-intensive analytics, novel algorithm development, manipulation of extremely large data sets, real-time systems, and business management information systems) based upon documented requirements. Provides specific input to the software components of system design to include hardware/software tradeoffs, software reuse, use of Commercial Off-the-shelf (COTS)/Government Off the-shelf (GOTS) in place of new development, and requirements analysis and synthesis from system level to individual software components.
Wireless Engineer w Travel - SECRET Clearance ActioNet IncWireless Engineer w Travel - SECRET ClearanceWashington, DCRemoteOverview: The Wireless Engineer designs, installs, optimizes, and maintains mobile broadband, cellular, and WLAN systems across enterprise Base Area Networks (BAN). The Wireless Engineer supports the design, deployment, and optimization of 4G LTE and 5G NR (New Radio) wireless solutions across enterprise and mission environments, ensuring resilient broadband connectivity and low‑latency performance for critical applications.
Software Engineer 3 T-Rex Solutions LLCSoftware Engineer 3Hanover, MDThe Software Engineer develops, maintains, and enhances complex and diverse software systems (e.g., processing-intensive analytics, novel algorithm development, manipulation of extremely large data sets, real-time systems, and business management information systems) based upon documented requirements. Provides specific input to the software components of system design to include hardware/software tradeoffs, software reuse, use of Commercial Off-the-shelf (COTS)/Government Off the-shelf (GOTS) in place of new development, and requirements analysis and synthesis from system level to individual software components.
Forward Deployed Engineer Istari, IncForward Deployed EngineerArlington, VA$143,000–$165,000 / yearOur platform lets customers simply and securely integrate engineering models across disciplines, organizations, and security levels -- whether they''re designing prototypes, performing virtual testing, or training AI and autonomy for complex systems. Challenges like connecting CAD, CFD, FEM pipelines to Istari''s platform; unlocking cross-discipline and cross-clearance collaboration; enabling organizations to actually use the tools in which they''ve invested.
DevOps Engineer WalkMe LtdDevOps EngineerWashington, DC$100,000–$150,000 / yearBy leveraging WalkMe''s features-guidance, engagement, insights, and automation-employees boost efficiency, executives gain greater visibility into digital usage, and organizations maximize their digital assets, driving successful digital transformation. SAP''s acquisition of WalkMe highlights a commitment to enhancing user experience and streamlining software interactions, offering opportunities to work with cutting-edge technology that drives efficiency and innovation in the workplace.
Staff Engineer Geico InsuranceStaff EngineerBethesda, MD$110,000–$230,000 / yearGEICO's Platform-as-a-Service (PaaS) - Serverless team is looking for a Staff Engineer to help design, build, and evolve our Application Container Services (ACS) platform, enabling our engineering teams to deploy and operate modern cloud workloads with speed, reliability, and confidence. The ideal candidate brings a deep understanding of Cloud technologies, risk analysis, engineering best practices, and strategic planning with the ability to design and implement highly scalable, available, and reliable systems with effective observability.
Distinguished Machine Learning Engineer Geico InsuranceDistinguished Machine Learning EngineerBethesda, MD$210,000–$350,000 / yearLead evaluation and selection of core technologies, frameworks, and infrastructure components with a emphasis on building and scaling Generative AI applications, including LLM orchestration(e.g., LangChain, LlamaIndex), agentic workflows, RAG systems, and evaluation/observability tooling, while partnering on underling AI platform infrastructure and services to support production readiness. The ideal candidate brings a proven track record of designing and architecting complex, multi-system AI/ML platforms at scale, deep hands-on expertise, and a strong passion for Generative AI technologies in real-world production environments.
Senior Electrical Engineer DPR ConstructionSenior Electrical EngineerBaltimore, MDWorking with increasing independence, the Senior Electrical Engineer collaborates with multidisciplinary teams to develop coordinated, constructible electrical systems and supports successful project execution through technical leadership, construction administration, scope management, and risk evaluation. 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.
Sr Staff Software Engineer - (Platform Engineering/Java/Distributed Systems) - *Hybrid* Geico InsuranceSr Staff Software Engineer - (Platform Engineering/Java/Distributed Systems) - *Hybrid*Bethesda, MD$115,000–$260,000 / yearContribute directly to and leading by example in day-to-day engineering activities (writing feature code and automated tests, raising PRs and reviewing peers' PRs, developing and managing CI/CD pipelines, production support, among others). Provide thought leadership in GIA Platform, staying ahead of industry trends and emerging technologies to create effective strategy that minimizes business disruption while balancing the modernization of legacy platform components.
Senior Lead Software Engineer - Network Infrastructure and Automation Nightwing Intelligence SolutionsSenior Lead Software Engineer - Network Infrastructure and AutomationAnnapolis Junction, Maryland$122,000–$253,000 / yearIn this role, you will collaborate with an innovative team to design cutting-edge network automation systems using advanced technologies like software-defined networking, infrastructure-as-code, and AI-driven operational intelligence. Drive adoption and governance of approved AI-assisted engineering practices across teams to improve code quality, delivery speed, and operational outcomes (e.g., AI-assisted code review/refactoring, test acceleration, release readiness, incident/root-cause analysis).
Senior Cyber Engineer Nightwing Intelligence SolutionsSenior Cyber EngineerSterling, VirginiaThe team comprises engineers of multiple disciplines including vulnerability research, reverse engineering, CNO/CNE development, hardware emulation, system engineering, and data analytics. Cyber Offense and Defense Experts (CODEX) is seeking a cyber engineer to join our team to solve real-time cyber challenges, working on site with our end users in their spaces.
Senior Principal Cyber Software Engineer (iOS) Nightwing Intelligence SolutionsSenior Principal Cyber Software Engineer (iOS)Sterling, Virginia$122,000–$253,000 / yearThe team comprises engineers of multiple disciplines including vulnerability research, reverse engineering, CNO/CNE development, hardware emulation, system engineering, and data analytics. Cyber Offense and Defense Experts (CODEX) is seeking a cyber engineer to join our team to solve real-time cyber challenges, working on site with our end users in their spaces.
Staff Network Engineer Geico InsuranceStaff Network EngineerBethesda, MD$100,000–$230,000 / yearDesign, implement, and maintain network infrastructure, including five-stage Clos data center fabrics, routers, switches, Palo Alto next-generation firewalls, VPN, hybrid connectivity to Azure, AWS and supporting services such as enterprise DNS. Hands-on experience with Microsoft Azure networking (for example, VNets, ExpressRoute/VPN, hub/spoke, Private Link, load balancing, NSGs, route tables, and DNS integration).
Senior Principal Cyber Engineer Nightwing Intelligence SolutionsSenior Principal Cyber EngineerSterling, Virginia$122,000–$253,000 / yearThe team comprises engineers of multiple disciplines including vulnerability research, reverse engineering, CNO/CNE development, hardware emulation, system engineering, and data analytics. Cyber Offense and Defense Experts (CODEX) is seeking a cyber engineer to join our team to solve real-time cyber challenges, working on site with our end users in their spaces.
Project Engineer II (APM) Brave New WorldProject Engineer II (APM)Baltimore, MarylandWe are currently seeking applications for a Project Engineer II (Assistant Project Manager), we are hiring for both traveling roles and on-site roles in the Washington D.C - Baltimore area. Your main role will be to support project managers in coordinating projects by utilizing engineering skills, labor, equipment, materials, tools, and subcontracted services.
Systems Engineer Bridge Core (BCore)Systems EngineerHerndon, Virginia$145,000–$165,000 / yearFull timeBcore accelerates decisive advantage for warfighters and intelligence professionals by fusing human insight, rapid-fire engineering, precision-measured outcomes, and relentless grit into mission-ready solutions. Engineering experience supporting a Windows platform environment with the following core Microsoft Windows platforms, services and tools: Windows 10 (and up) Desktop Operating Systems.
Senior Mechanical Engineer Heven AeroTechSenior Mechanical EngineerWashingtonThis role collaborates cross-functionally to solve challenging problems, supports engineering excellence through mentorship, and may influence project direction through informal technical leadership or interaction with customers, suppliers, and manufacturing partners. Lead the design, development and integration of new functional payloads and designs while assessing complex airframe structures, subsystems, and tooling across analysis, design, prototype and production stages.
Senior Principal Cyber Mobile CNO Engineer Nightwing Intelligence SolutionsSenior Principal Cyber Mobile CNO EngineerSterling, Virginia$122,000–$253,000 / yearThe team comprises engineers of multiple disciplines including vulnerability research, reverse engineering, CNO/CNE development, hardware emulation, system engineering, and data analytics. Cyber Offense and Defense Experts (CODEX) is seeking a cyber engineer to join our team to solve real-time cyber challenges, working on site with our end users in their spaces.
Network Engineer ArcfieldNetwork EngineerChantilly, VirginiaFull timeTo include providing network maintenance and system upgrades including service packs, patches, hot fixes and security configurations, and troubleshooting complex network issues involving various factors ; m onitoring network performance to ensure availability and reliability . Our solution areas include space mission engineering, atmospheric science, digital engineering, mission assurance, and advances in modeling and simulation that together with our enterprise-wide adoption of artificial intelligence and machine learning, lead to better systems and timely, reliable decision-making.
Civil Engineer - Land Development GpacCivil Engineer - Land DevelopmentSilver Spring, MD85000–145000In this role, you'll contribute to projects from the early planning stages through final design, working closely with clients, regulatory agencies, and internal team members to develop practical and efficient engineering solutions. GPAC (Growing People and Companies) is an award-winning search firm specializing in placing quality professionals within multiple industries across the United States since 1990.
Staff Software Engineer - Cybersecurity Geico InsuranceStaff Software Engineer - CybersecurityBethesda, MD$100,000–$260,000 / yearThe Staff Engineer brings in expertise in requirements identification, feasibility analysis, secure infrastructure designs, technology evaluation and selection, and implementation of scalable systems using CI/CD and DevSecOps to raise the bar on engineering excellence and security best practices. This role will be responsible for leading enterprise initiatives and collaboration with cross-functional teams as well as designing and implementing secure and scalable solutions to drive Vulnerability Management initiatives.
DevOps Engineer GrvtyDevOps EngineerChantilly, Virginia$150,000–$200,000 / yearThe DevOps Engineer will leverage the latest industry DevOps tools and containerization processes to provide and maintain a DevOps and development environment to support production efforts and pilot programs within the organization’s secure and low-side environments, on-premises equipment, and AWS cloud services. We embed skilled Data Engineers, Data Scientists, DevOps Engineers, and ETL Developers directly into intelligence analyst groups to be their go-to data wranglers.
Senior Mission / Systems Engineer Nightwing Intelligence SolutionsSenior Mission / Systems EngineerAnnapolis Junction, Maryland$122,000–$253,000 / yearOur work environment is passionate, highly collaborative, and provides engineers the freedom to strengthen and expand their skills, explore new and creative ideas, and work closely with our nation's finest service members—all while embracing integrity, innovation, and work-life balance. Nightwing provides technically advanced full-spectrum cyber, data operations, systems integration and intelligence mission support services to meet our customers’ most demanding challenges.
Staff Engineer - PKI Geico InsuranceStaff Engineer - PKIBethesda, MD$115,000–$230,000 / yearEngineers to innovate and build new systems, improve, and enhance existing systems as well as identify new opportunities to apply your knowledge to solve critical problems. Our teams are led by dynamic, multi-faceted teams led by supportive leaders, driven by performance excellence and unified under a shared purpose.
Staff Engineer - Platform Security Engineering - Encryption And Tokenization Geico InsuranceStaff Engineer - Platform Security Engineering - Encryption And TokenizationBethesda, MD$110,000–$230,000 / yearYou will lead the design and delivery of key components within the platform security domain, contributing directly to production‑ready implementations while helping shape technical direction, execution plans, and engineering practices that enable reliable product delivery and support new platform capabilities. Position Description: As a Staff Engineer, you will work closely with engineers and partner teams to design, build, and evolve secure data protection platforms, enhancing existing systems and applying your expertise in encryption and tokenization to solve complex technical problems.
Principal Cyber Software Engineer (iOS) Nightwing Intelligence SolutionsPrincipal Cyber Software Engineer (iOS)Sterling, Virginia$99,000–$206,000 / yearThe team comprises engineers of multiple disciplines including vulnerability research, reverse engineering, CNO/CNE development, hardware emulation, system engineering, and data analytics. Cyber Offense and Defense Experts (CODEX) is seeking a cyber engineer to join our team to solve real-time cyber challenges, working on site with our end users in their spaces.
SME Network Engineer Bridge Core (BCore)SME Network EngineerHerndon, Virginia$195,000–$225,000 / yearFull timeBachelor's or Master’s Degrees are preferred in one or more of the disciplines described below where specific skills may include the following: Design, implement, and manage firewall solutions utilizing Cisco, Pala Alto, and Juniper network devices. Bcore accelerates decisive advantage for warfighters and intelligence professionals by fusing human insight, rapid-fire engineering, precision-measured outcomes, and relentless grit into mission-ready solutions.
Senior Cyber Test Engineer (Onsite) Nightwing Intelligence SolutionsSenior Cyber Test Engineer (Onsite)Annapolis Junction, Maryland$77,000–$163,000 / yearThe team comprises engineers of multiple disciplines including vulnerability research, reverse engineering, CNO/CNE development, hardware emulation, system engineering, and data analytics. Our capabilities include cyber space operations, cyber defense and resiliency, vulnerability research, ubiquitous technical surveillance, data intelligence, lifecycle mission enablement, and software modernization.
Senior Principal Cyber RF Engineer Nightwing Intelligence SolutionsSenior Principal Cyber RF EngineerSterling, VirginiaThe team comprises engineers of multiple disciplines including vulnerability research, reverse engineering, CNO/CNE development, hardware emulation, system engineering, and data analytics. Nightwing provides technically advanced full-spectrum cyber, data operations, systems integration and intelligence mission support services to meet our customers’ most demanding challenges.
Senior Cyber Software Engineer (iOS) Nightwing Intelligence SolutionsSenior Cyber Software Engineer (iOS)Sterling, Virginia$77,000–$163,000 / yearThe team comprises engineers of multiple disciplines including vulnerability research, reverse engineering, CNO/CNE development, hardware emulation, system engineering, and data analytics. Cyber Offense and Defense Experts (CODEX) is seeking a cyber engineer to join our team to solve real-time cyber challenges, working on site with our end users in their spaces.
Network Engineer Bridge Core (BCore)Network EngineerHerndon, Virginia$170,000–$185,000 / yearFull timeResponsibilities: We are seeking a talented and experienced Network Engineer with a specialized focus on Firewalls, particularly with expertise in CISCO, Palo Alto, and Netscaler firewall network devices and associated management software to join our technology-based program supporting a key Government customer. Bachelor's or Master’s Degrees are preferred in one or more of the disciplines described below where specific skills may include the following: Design, implement, and manage firewall solutions utilizing Cisco, Pala Alto, and Netscaler firewall network devices.
Senior Airframe Design Engineer Electra Aero IncSenior Airframe Design EngineerManassas, VAIn this role, you will take ownership of major structural design deliverables, collaborate deeply with multidisciplinary teams, and help ensure the aircraft's structures meet performance, safety, manufacturability, and certification goals. At Electra, we're pioneering sustainable aviation through the development of hybrid-electric Ultra Short Takeoff and Landing (eSTOL) aircraft designed to transform regional mobility.
Software Engineer, Mission Dev - Federal Nominal IncSoftware Engineer, Mission Dev - FederalWashington, DCWhy Nominal Mission-critical impact with top-tier federal and commercial customers Backed by world-class investors Work alongside elite engineers from SpaceX, Palantir, Anduril, and more Build and deploy real systems powering rockets, aircraft, autonomous systems, and national security infrastructure At Nominal, your code doesn't sit in a demo environment - it powers real missions. That might mean deploying Nominal onto a classified network for a Navy flight test squadron, building a custom telemetry pipeline for a DoD autonomy program, or standing up integrations at a NASA test facility, then watching an engineer use what you shipped yesterday and iterating on the spot.
OT Cybersecurity Engineer Applied Control Engineering, Inc.OT Cybersecurity EngineerBaltimore, MDPREFERRED EDUCATION Bachelors (or higher) degree in Chemical Engineering, Electrical Engineering, Mechanical Engineering, Robotics Engineering, Bioengineering, Industrial Engineering, Computer Engineering or Computer Science. This is a hands-on engineering role focused on building and securing servers and networks for industrial control systems including documenting system hardening and deploying security tools.
Lead Piping Field Engineer Bechtel CorpLead Piping Field EngineerReston, VA$123,400–$178,500 / yearRequired Knowledge and Skills: Strong knowledge and experience with aboveground and underground piping systems, pipe supports, piping commodities, modularization, quantity tracking and reporting, field material management, hydrostatic and pneumatic testing programs, flushing and cleaning activities, chemical cleaning operations, steam blow execution, and system turnover processes. Extraordinary teams building inspiring projects: Since 1898, we have helped customers complete more than 25,000 projects in 160 countries on all seven continents that have created jobs, grown economies, improved the resiliency of the world''s infrastructure, increased access to energy, resources, and vital services, and made the world a safer, cleaner place.
Senior/Principal Airframe Stress Engineer Electra Aero IncSenior/Principal Airframe Stress EngineerManassas, VA$130,000–$180,000 / yearOur technology enables aircraft to take off and land in soccer field-sized spaces, unlocking thousands of new operating locations and enabling what we call Direct Aviation: quiet, efficient, point-to-point travel closer to where people live and work. You will work closely with design engineering, loads, materials & processes, manufacturing, structural test, suppliers, and certification teams to develop robust airframe structures that meet performance, safety, and FAA certification requirements.
Senior Engineer - Artificial Intelligence Geico InsuranceSenior Engineer - Artificial IntelligenceBethesda, MD$105,000–$215,000 / yearAs a Senior Engineer, you will: Design, develop, and deploy large-scale distributed AI applications that power customer self-service across multiple communication channels (voice, IVR, chat, SMS Email) in CRM application. Utilize programming languages like Python, SQL, and NoSQL databases, Container Orchestration services including Docker and Kubernetes, and a variety of Azure tools and services.
Engineer, AI & Process Automation Carlyle Group Inc.Engineer, AI & Process AutomationWashington, DC$160,000–$180,000 / yearYou will embed directly with Carlyle's Corporate Services functions Finance, Tax, Human Capital, Legal & Compliance, Marketing & Communications, and the other enterprise teams that run the firm working with your manager and team to take the highest leverage AI opportunities from idea to production, and translating ambiguous business problems into working software in weeks, not quarters. In the first 12 months, you will have shipped multiple production AI products embedded in real Corporate Services workflows, contributed reusable patterns and building blocks that accelerate the team's subsequent work, and earned a reputation as a trusted technical partner to the business stakeholders you serve.
Mechanical Engineer, AI Integration Xometry IncMechanical Engineer, AI IntegrationNorth Bethesda, MD$82,000–$97,000 / yearWorking closely with our Data Science and Product teams, you will act as a hands-on domain expert to translate physical manufacturing constraints, 2D technical drawings, and 3D geometry into structured inputs that train and improve Xometry's proprietary AI engine. Geometric Feature Analysis: Analyze native 3D CAD models to identify complex geometric topologies, specific features (such as deep pockets, complex threads, thin walls), and GD&T annotations to verify that Xometry''s automated engine is reading them accurately.