Senior Civil Roadway Design Engineer Parsons CorpSenior Civil Roadway Design EngineerBoston, MA$88,400–$154,700 / yearWe take special pride in projects and solutions that improve communities as well as people's quality of life by promoting economic growth, enhancing mobility, and increasing sustainability and resiliency. Your responsibilities will include: Developing geometric layouts, 3D roadway models, and performing civil engineering calculations and analyses for progressive DOT and regional projects.
Sr Automation Engineer (Onsite - Acton, MA) Insulet CorpSr Automation Engineer (Onsite - Acton, MA)Acton, MA$105,700–$158,500 / yearThe demonstrated ability to understand user requirements of complex types of products, translate these into a complete conceptualized automated solution; Creates or coordinates the design solutions for novel or complex problems; integrates regulatory and operational needs, and assesses cost benefit. The ideal candidate brings 6+ years of machine design experience, strong problem-solving and project leadership skills, and a proven ability to deliver scalable automation solutions while supporting technology transfers, validation activities, and continuous improvement initiatives.
Design Engineer II SIG SAUER CareersDesign Engineer IIExeter, New HampshirePosition Summary: The Design Engineer II is responsible for developing moderately complex sub-system designs for new products as well as design improvements for legacy products. A basic understanding of manufacturing methods including machining, metal injection molding, plastic injection molding, stamping/fine blanking, extrusion, forging, and casting is required, as is knowledge in material selection, heat treatment, and coatings.
Mechanical Engineer - Contract Commonwealth Fusion SystemsMechanical Engineer - ContractDevens, MA$45–$65 / hourCombining decades of research, top talent, and new technologies, we're designing and building commercially viable fusion power plants. Dedication to safety to mitigate hazards that may include heat, cold, noise, fumes, strong magnets, lead, high voltage, and cryogenics.
Senior Design Engineer Advanced 3D Modeler RTX CorpSenior Design Engineer Advanced 3D ModelerMarlborough, MAYou will conceptualize, design, integrate, and document mechanical-focused hardware using computer-aided design, mechanical analyses, and consistent coordination and communication across teams to ensure successful hardware performance. As part of our commitment to maintaining a secure hiring process, candidates may be asked to attend select steps of the interview process in-person at one of our office locations, regardless of whether the role is designated as on-site, hybrid or remote.
NewProduct Development Engineer Johnson & JohnsonProduct Development EngineerDanvers, MA$76,000–$121,900 / yearRequired Skills: Preferred Skills: Analytical Reasoning, Auto-CAD Design, Design Thinking, Execution Focus, Industrial Hygiene, Issue Escalation, Lean Supply Chain Management, Mechanical Engineering, Problem Solving, Product Reliability, Project Engineering, Project Management, Project Management Methodology (PMM), Quality Control Testing, Regulatory Compliance, Safety-Oriented, Science, Technology, Engineering, and Math (STEM) Application, Technical Credibility, Technologically Savvy. Perform literature reviews, engage with physician, and heart failure care professionals, and develop quantitative analyses to unique problem sets spanning materials science, systems thinking, mechanical design, and biomechanical dynamics.
Principal RF Design Engineer RTX CorpPrincipal RF Design EngineerTewksbury, MAAs part of our commitment to maintaining a secure hiring process, candidates may be asked to attend select steps of the interview process in-person at one of our office locations, regardless of whether the role is designated as on-site, hybrid or remote. RTX considers several factors when extending an offer, including but not limited to, the role, function and associated responsibilities, a candidate's work experience, location, education/training, and key skills.
2026 ADGE Senior Mechanical Engineer - On-Site RTX Corp2026 ADGE Senior Mechanical Engineer - On-SiteTewksbury, MAMechanical & Electromechanical Skills: Design, fabrication, and integration of electronic assemblies, shelters, racks, power distribution units; electromechanical troubleshooting; machined parts and CNC manufacturing; welded structure design and fabrication; structural design and/or analysis; Geometric Dimensioning and Tolerancing (GD&T) per ASME Y14.5. Collaborate with cross-functional teams including other engineering disciplines, operations, supply chain, quality, and external suppliers to resolve technical challenges and develop effective design solutions.
Senior Mechanical Engineer Allegro MicroSystems IncSenior Mechanical EngineerManchester, NHFull-Cycle Development: Drive projects through all phases of development, from generating detailed specifications and creating 3D parametric models to overseeing prototype builds and executing comprehensive validation plans. Electromagnetic Sub-Module Design: Assist in the design, development, and validation of new configurations for electromagnetics, enabling test capabilities for next-generation products.
NewSenior Manufacturing Engineer – Electrical Systems (US Citizenship Required) Teledyne TechnologiesSenior Manufacturing Engineer – Electrical Systems (US Citizenship Required)Billerica, MassachusettsOur products include advanced surveillance sensors, unmanned air and ground vehicles, sensing devices used to detect chemicals, biological agents, radiation and explosives, and a host of other solutions that help warfighters, first responders, and search-and-rescue teams do their jobs better. These markets include aerospace and defense, factory automation, air and water quality environmental monitoring, electronics design and development, oceanographic research, deepwater oil and gas exploration and production, medical imaging and pharmaceutical research..
Sr Test Development Engineer NR Consulting LLCSr Test Development EngineerTewksbury, MA$58–$63 / hourEngineers in this role will also have exposure to the full lifecycle development process - from the requirements definition phase of the test solution design process through the verification and final system sell-off in a production facility or field/depot environment. Lead smaller teams of engineers, overseeing the technical execution of project tasks as well as reporting of project status (cost and schedule) to STS department leadership.
Forward Deployed Engineer - Remote (US West Coast) SyneraForward Deployed Engineer - Remote (US West Coast)Boston, MassachusettsRemoteAt Synera, we’re looking for a Forward Deployed Engineer (FDE) who enjoys solving meaningful problems, collaborating with customers, and crafting innovative workflows that make a real impact. Work alongside a team of passionate engineers who are not only building cutting-edge tech solutions — but also genuinely care about helping customers and each other succeed.
Senior Mechanical Design Engineer RTX CorpSenior Mechanical Design EngineerMATeaming/Communication: Collaborate with cross-functional teams including other engineering disciplines, operations, supply chain, quality, and external suppliers to resolve technical challenges and develop effective design solutions. Lead small teams utilizing strong mechanical hardware design experience and knowledge in a fast-paced collaborative environment with ruggedized structures, interconnects, cooling, electronics packaging, tooling and/or array integration.
Senior Design Quality Engineer PhilipsSenior Design Quality EngineerCambridge, MARemote$103,000–$145,000 / yearExpertise in Application of Risk Management to Medical Devices (IEC 14971), Medical Device Software Life Cycle Processes (IEC 62304), and Application of Usability Engineering to Medical Devices (IEC 62366), 21CFR820 are pluses. The actual base pay offered may vary within the posted ranges depending on multiple factors including job-related knowledge/skills, experience, business needs, geographical location, and internal equity.
Digital Design Engineer Connexion Systems + EngineeringDigital Design EngineerLexington, MA$75–$100 / hourYou'll contribute to sophisticated FPGA-based systems supporting advanced research and prototype development while tackling technically challenging problems in digital design, high-speed communications, and system integration. We're seeking a Digital Design Engineer to help develop advanced FPGA-based solutions supporting cutting-edge optical communications and high-performance networking systems used in mission-critical applications.
2027 Mechanical Engineer Intern Anduril Industries Inc2027 Mechanical Engineer InternBoston, MA$30–$45 / hourTo ensure your safety and help you navigate your job search with confidence, please keep the following critical points in mind: No Financial Requests: Anduril will never solicit payment or demand personal financial details (such as banking information, credit card numbers, or social security numbers) at any stage of our hiring process. This third-party service provider provides risk-intelligence services that may include analysis of sanctions and watchlists, adverse media, public-record information, and other lawful open-source or commercial data sources.
Senior Mechanical Engineer IPG Photonics CorpSenior Mechanical EngineerMarlborough, MADuties: Lead development of complex medical devices and subsystems through all development phases from design input through verification and validation to manufacturing transfer stages and in coordination with overall system requirements. Assure products are designed to meet stringent global regulatory requirements of medical devices, such as FDA regulations, ISO 13485 CE mark for medical product, and others.
NewSenior Implantable Lead Manufacturing Engineer Nia TherapeuticsSenior Implantable Lead Manufacturing EngineerBoston, MALocated in Boston, the ideal candidate will collaborate closely with the Senior Mechanical Engineer in process design and manufacturing for innovative medical devices. The role involves substantial bench work, requiring a strong background in medtech manufacturing, particularly with miniature implantable systems.
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Traction Power Engineer AECOMTraction Power EngineerBoston, MA$150,000–$200,000 / yearExperience writing technical papers and technical presentations + Experience with technical studies for traction power systems, including train performance simulations AC and DC load flow simulations, short circuit calculations, EMF/EMI studies + Leadership positions held on professional societies or technical committees + Experience in providing technical training + Experience in writing project proposals and delivery of oral presentations for purpose of business development + Experience with MBTA, CTDOT, Amtrak and Metro North. We invite you to bring your bold ideas and big dreams and become part of a global team of over 50,000 planners, designers, engineers, scientists, digital innovators, program and construction managers and other professionals delivering projects that create a positive and tangible impact around the world.
Product Development Engineer Amphenol TCSProduct Development EngineerNashua, New HampshireAmphenol High Speed Products Group is the market leader for high speed, high bandwidth electrical connectors for the Telecom/Datacom market (Mobile Networks, Storage, Servers, Routers, Switches, etc.). Amphenol Corporation is one of the world’s largest designers and manufacturers of electrical, electronic and fiber optic connectors and interconnect systems, antennas, sensors and sensor-based products and coaxial and high-speed specialty cable.
NewStructural Engineer, Advanced Analysis Simpson Gumpertz and HegerStructural Engineer, Advanced AnalysisWaltham, MA$93,600–$120,120 / yearWe leverage our collective and diverse experience, technical expertise, and industry knowledge of structures and building enclosures, advanced analysis, performance & code consulting, and applied science & research to deliver unrivaled, comprehensive solutions that drive superior performance. What Youll Need:Master of Science or Doctorate Degree in Civil, Structural, or Mechanical Engineering plus 5-8 years of professional experience in structural engineering or engineering mechanics, and Professional Engineering licensed (PE) to practice Civil, Structural, or Mechanical Engineering.
Senior Hardware Reliability Engineer ANDURIL INDUSTRIESSenior Hardware Reliability EngineerWaltham, MA$166,000–$220,000 / yearYour responsibilities will include conducting reliability predictions and allocations during architecture trades, leading design FMEAs and fault tree analyses to identify and mitigate failure modes, developing and executing design verification test plans, performing stress-derating analysis and parts selection reviews, and assessing design changes for reliability impact throughout the development cycle. The right person for this role brings deep technical knowledge of hardware reliability and failure mechanisms, has practical experience on product development programs, and can engage credibly with design engineers and Anduril's subcontractors on technical details while maintaining focus on system-level reliability outcomes.
Senior Reliability Engineer ANDURIL INDUSTRIESSenior Reliability EngineerWaltham, MA$166,000–$220,000 / yearYour responsibilities will include conducting reliability predictions and allocations during architecture trades, leading design FMEAs and fault tree analyses to identify and mitigate failure modes, developing and executing design verification test plans, performing stress-derating analysis and parts selection reviews, and assessing design changes for reliability impact throughout the development cycle. The right person for this role brings deep technical knowledge of hardware reliability and failure mechanisms, has practical experience on product development programs, and can engage credibly with design engineers and Anduril's subcontractors on technical details while maintaining focus on system-level reliability outcomes.
NewProject Engineer Futura Energy GroupProject EngineerWaltham, MA$120,000–$130,000 / yearwork authorization and ability to report to the Weston, MA office (hybrid schedule)Preferred: PE license, MBA, or PMP certificationExperience in energy, water, wastewater, or anaerobic systems is highly desirableIdeal CandidateA proactive team player with strong technical acumen, capable of managing complex engineering deliverables and driving projects to completion in dynamic, sustainability-focused environments. - $130,000.00/yrDirect message the job poster from Futura Energy GroupBuilding teams in Infrastructure | Energy | Investment Travel: Up to 20%Industry: Renewable Energy / InfrastructureWe are working with a leader in sustainable energy solutions to hire a Project Engineer who will support engineering deliverables across design, construction, procurement, and commissioning.
Commissioning Project Engineer Jones Lang LaSalle IncCommissioning Project EngineerBoston, MARemoteThis role requires experience with all commissioning processes and deliverables covered in ASHRAE, CSA, and LEED commissioning requirements along with working knowledge of mechanical, electrical, and plumbing equipment/systems inspections, testing, and associated commissioning activities. You'll monitor, review, and execute all facets of commissioning-related projects by providing exceptional technical and field activities while demonstrating strong technical functions throughout design, pre-construction, construction, and post-construction phases of projects.
PRINCIPAL R&D/PRODUCT DVL ENGINEER(SA) TE Connectivity plcPRINCIPAL R&D/PRODUCT DVL ENGINEER(SA)Marlborough, MADrive thought leadership by educating and influencing internal and external stakeholders, from executives and product teams to key decision-makers in customer organizations, on emerging industry trends, TE's technical capabilities, and high-value engineering solutions. Serve as the primary technical liaison for TE's customers, actively engaging with hyperscalers, OEMs, and system architects to gain deep insights into next-generation compute, AI, storage, and networking challenges.
NewNPI Hardware Quality Engineer II, Accessories WhoopNPI Hardware Quality Engineer II, AccessoriesBoston, MA$120,000–$160,000 / yearIn this role, you will partner closely with Accessories & Apparel, Mechanical Engineering, Supply Chain & Operations, Deployment, Global Support Services, and Quality teams to drive quality planning, risk management, validation readiness, root cause analysis, and continuous improvement across the accessory product lifecycle. At WHOOP, we view total compensation as the combination of base salary, equity, and benefits, with equity serving as a key differentiator that aligns our employees with the long-term success of the company and allows every member of our corporate team to own part of WHOOP and share in the company's long-term growth and success.
Senior Designs Assurance Quality Engineer Access Vascular IncSenior Designs Assurance Quality EngineerBillerica, MAWorking knowledge with various quality tools such as Failure Mode and Effects Analysis (FMEA) and Use Related Risk Analysis (URRA), Statistical Process Control (SPC), Root Cause Analysis (RCA), Measurement Systems Analysis (MSA) & Gage Repeatability and Reproducibility (Gage R&R). This is a key contributor position working closely with R&D, Operations, Commercial, Regulatory and Operations Quality to ensure compliance with AVI's QMS and FDA QMSR requirements, with particular focus on Design Controls and Risk Management.
Electrical Hardware Design Engineer General Dynamics Mission Systems, IncElectrical Hardware Design EngineerDedham, MA$136,837–$145,000 / yearWe encourage you to apply if you have any of these preferred skills or experiences: designing electrical hardware using the Siemens/Mentor Graphics Xpedition tool suite, high-speed digital and high-density circuit card design incorporating embedded processors or FPGAs, designs using fiber optic interfaces, and advanced working knowledge of lab equipment including oscilloscopes and Ethernet network testers. You will have the opportunity to be involved in all program phases, including requirements analysis, schematic capture, defining routing constraints, directing PCB/PWB layout and routing activities, and supporting the manufacturing, integration & test, and qualification of the hardware system.
Senor Mixed-Signal System Design Engineer (Compute Test Division: N. Reading, MA)) Teradyne IncSenor Mixed-Signal System Design Engineer (Compute Test Division: N. Reading, MA))MA$150,000–$240,600 / yearThis role owns hardware from early system definition through production, working closely with internal cross-functional teams to deliver reliable, high-performance products at scale. Benefits: Teradyne offers a variety of robust health and well-being benefit programs, including medical, dental, vision, Flexible Spending Accounts, retirement savings plans, life and disability insurance, paid vacation & holidays, tuition assistance programs, and more.
Photonics Design Engineer Ayo SemiconductorPhotonics Design EngineerBoston, MassachusettsThe engineer will expand Ayo’s component library in Ayo’s custom InP platform; design, analyze, and test photonic circuits and sub-circuits; and support the electronics / systems teams to design and bring-up prototypes. Our photonic processors will provide orders of magnitude improvement in speed and power efficiency in comparison to conventional digital compute platforms by taking advantage of the natural parallelism, speed and energy efficiency of light.
NewAgentic Photonic Design Engineer Flexcompute Inc.Agentic Photonic Design EngineerWatertown, MARemoteYou'll extend our end-to-end platform for photonic integrated circuit (PIC) design, working in Python and navigating a C++ codebase to ship production integrations and AI-native workflows. PhotonForge unifies component simulation, circuit simulation, compact modeling, layout generation, PDK integration, and foundry handoff into a single platform backed by Flexcompute's GPU-accelerated Tidy3D multi-physics solvers.
Senor Mixed-Signal System Design Engineer (Compute Test Division: N. Reading, Ma)) Teradyne, Inc.Senor Mixed-Signal System Design Engineer (Compute Test Division: N. Reading, Ma))North Reading, MA$150,000–$240,600 / yearThis role owns hardware from early system definition through production, working closely with internal cross-functional teams to deliver reliable, high-performance products at scale. Benefits: Teradyne offers a variety of robust health and well-being benefit programs, including medical, dental, vision, Flexible Spending Accounts, retirement savings plans, life and disability insurance, paid vacation & holidays, tuition assistance programs, and more.
Senior Electrical Engineer Onto Innovation IncSenior Electrical EngineerWilmington, MAPosition Summary The Senior Electrical Engineer - Triggering & PCBA Design will lead the design, development, and validation of high‑precision triggering electronics and printed circuit board assemblies (PCBAs) that serve as core components for Onto Innovations capital equipment platforms. This engineer will design low‑latency, deterministic trigger architectures; integrate precision timing circuits; and develop robust PCBAs that ensure accurate system synchronization, motion coordination, sensor acquisition, and metrology performance.
FPGA Design Engineer III Kopin CorpFPGA Design Engineer IIIWestborough, MABy clicking "Accept All Cookies", you agree to the storing of cookies on your device to enhance site navigation, analyze site usage, and assist in our marketing efforts. They are usually only set in response to actions made by you which amount to a request for services, such as setting your privacy preferences, logging in or filling in forms.
Senior Product Engineer Amphenol Communications SolutionsSenior Product EngineerNashua, NHBe responsible for the successful transition of products and processes from NPI phase to volume manufacturing into low-cost regions and regular interfacing with NPI and manufacturing engineering groups at the connector manufacturing facilities globally. Actively participate / integrate with product designers in support of design reviews, component and product testing and qualification, and introduction of new products including product derivatives supporting market demands.
Product Engineer Amphenol Communications SolutionsProduct EngineerNashua, NHBe responsible for the successful transition of products and processes from NPI phase to volume manufacturing into low-cost regions and regular interfacing with NPI and manufacturing engineering groups at the connector manufacturing facilities globally. Actively participate / integrate with product designers in support of design reviews, component and product testing and qualification, and introduction of new products including product derivatives supporting market demands.
Principal Hardware Integration and Test Engineer The Charles Stark Draper LaboratoryPrincipal Hardware Integration and Test EngineerCambridge, MassachusettsThe Aiding Technologies Integration & Test Group at Draper is seeking a Principal Integration & Test Engineer with broad technical skills and a wealth of industry experience to lead/advise teams in a multidisciplinary environment to conceptualize, build, and test advanced electro-mechanical and electro-optical systems for a wide range of applications including GN&C (Guidance, Navigation and Control) systems, defense, space, and other related areas. Tasking will include leading and advising programs and business areas on the best practices for the development of test plans and procedures, supporting the design and development process (DFT), analysis and evaluation of sensors (custom and COTS) and sensor performance, and the design, manufacture, and implementation of all required supporting test equipment, fixturing, and test scripts.
Senior Sustaining Engineer - Electromechanical Systems SIG SAUER IncSenior Sustaining Engineer - Electromechanical SystemsNHToday, SIG SAUER is synonymous with industry-leading quality and innovation which has made it the brand of choice amongst the U.S. Military, the global defense community, law enforcement, competitive shooters, hunters, and responsible citizens. Your responsibilities include troubleshooting and resolving complex production issues on a short time frame, implementing design enhancements, and coordinating changes with Quality Assurance, Operations, and R&D teams.
Senior Hardware Integration and Test Engineer The Charles Stark Draper LaboratorySenior Hardware Integration and Test EngineerCambridge, MassachusettsThe Aiding Technologies Integration & Test Group at Draper is seeking a Senior Integration & Test Engineer with broad technical skills and experience to work in a multidisciplinary environment to conceptualize, build, and test advanced electro-mechanical and electro-optical systems for a wide range of applications including GN&C (Guidance, Navigation and Control) systems, defense, space, and other related areas. Tasking will include leading the development of test plans and procedures, supporting the design and development process (DFT), analysis and evaluation of sensors (custom and COTS) and sensor performance, and the design, manufacture, and implementation of all required supporting test equipment, fixturing, and test scripts.
Power Electronics - Thermal Engineer Senior Staff Shield AIPower Electronics - Thermal Engineer Senior StaffBoston, MALI-JM2 #LE Full-time regular employee offer package: Pay within range listed + Bonus + Benefits + Equity Temporary employee offer package: Pay within range listed above + temporary benefits package (applicable after 60 days of employment) Salary compensation is influenced by a wide array of factors including but not limited to skill set, level of experience, licenses and certifications, and specific work location. This role is best suited for an engineer who thrives on first-principles problem solving, is comfortable with ambiguous, open-ended challenges, and can bridge technical disciplines with strong communication and collaboration skills and the ability to simplify and communicate complex problems.
Staff Electrical Engineer Shield AIStaff Electrical EngineerBoston, MALI-JM2 #LD Full-time regular employee offer package: Pay within range listed + Bonus + Benefits + Equity Temporary employee offer package: Pay within range listed above + temporary benefits package (applicable after 60 days of employment) Salary compensation is influenced by a wide array of factors including but not limited to skill set, level of experience, licenses and certifications, and specific work location. Full-cycle hardware development: Own the entire flow — concept, modeling, worst case analysis, schematic capture, simulation, prototyping, design reiteration for improving design maturity, testing and validation.
Principal Laser Design Engineer MACOM Technology Solutions Holdings IncPrincipal Laser Design EngineerMA$98,000–$167,000 / yearAs a successful candidate, you will be a key member in our product development team and be responsible for the design, development, and validation of next-generation semiconductor laser products for datacenters, telecommunications, and emerging technologies. MACOM sells and distributes products globally via a sales channel comprised of a direct field sales force, authorized sales representatives, and leading industry distributors.
Mechatronics Specialist/ Engineer (Robotics) Hyphen Connect LimitedMechatronics Specialist/ Engineer (Robotics)Boston, MassachusettsAs a Mechatronics Specialist/Engineer, you will play a pivotal role in designing and optimizing state-of-the-art electromechanical systems. Specify, test, and tune BLDC motors, harmonic drives, and customized gearboxes.
NewMechatronics Engineer: Robotics & Motor Control Hyphen ConnectMechatronics Engineer: Robotics & Motor ControlBoston, MAHyphen Connect in Boston is seeking a Mechatronics Specialist/Engineer to design and optimize advanced electromechanical systems. Candidates should have a deep understanding of motor physics, experience in C/C++ firmware programming, and hands-on experience with industrial communication protocols.
Mechatronics Specialist/ Engineer (Robotics) Hyphen ConnectMechatronics Specialist/ Engineer (Robotics)Boston, MassachusettsAs a Mechatronics Specialist/Engineer, you will play a pivotal role in designing and optimizing state-of-the-art electromechanical systems. Specify, test, and tune BLDC motors, harmonic drives, and customized gearboxes.
Electrical Engineer III/IV Specter AerospaceElectrical Engineer III/IVBoston, MAA successful candidate will work closely with electrical, embedded software, GNC, mechanical, and test engineers to develop systems that support Specter's experimental and flight vehicle programs. Specter is headquartered just north of Boston in Peabody, MA where it leverages its advanced propulsion technologies, manufacturing, and testing capabilities to rapidly develop supersonic and hypersonic systems.
Electrical Engineer Level I/II Specter AerospaceElectrical Engineer Level I/IIBoston, MAA successful candidate will work closely with electrical, embedded software, GNC, mechanical, and test engineers to develop systems that support Specter's experimental and flight vehicle programs. Specter is headquartered just north of Boston in Peabody, MA where it leverages its advanced propulsion technologies, manufacturing, and testing capabilities to rapidly develop supersonic and hypersonic systems.
Principal Computational Engineer, 3D CAD & Geometric Intelligence Xometry IncPrincipal Computational Engineer, 3D CAD & Geometric IntelligenceWaltham, MA$200,000–$230,000 / yearDFM & Sub-Process Intelligence: Drive the methodology for combining classical computational geometry (B-Rep traversal, parametric surface analysis, medial axis, geodesic distance, curvature analysis) with modern learning-based approaches (graph neural networks on B-Reps, point-cloud and voxel encoders, differentiable geometry, neural implicit representations) to detect manufacturability risk across 12+ CNC sub-processes and the broader process catalog. AI/ML Fluency: Familiarity with ML/AI methods relevant to geometry - graph neural networks on B-Reps (BRepGAT, BRepFormer, AAGNet, UV-Net), point-cloud / voxel / SDF encoders, neural implicit representations, NURBS-aware learning - and clear judgment about when classical methods beat learned ones.