Sr. Manufacturing Engineering Manager - Aerospace - NJ Michael Page USASr. Manufacturing Engineering Manager - Aerospace - NJMontclair, NJ$175,000–$210,000 / yearFull timeRequirements - Bachelor's degree in Mechanical, Electrical, Industrial, or a related engineering discipline - Extensive experience in manufacturing engineering, with proven people leadership responsibility This role owns manufacturing engineering leadership for a technically advanced production environment, spanning process development, machining, and new product introduction.
Director of Mechanical Engineering PE JobotDirector of Mechanical Engineering PENew York, NY$200,000–$225,000 / yearLead feasibility studies, conceptual development, and detailed engineering for: Central utility plants, Steam generation & distribution systems, Chilled & condenser water systems, Heating hot water & hydronic systems, Thermal energy storage solutions, Combined Heat & Power (CHP), and microgrid applications. This position is best suited for a senior engineering professional with extensive experience in mechanical and energy systems, as well as a strong track record managing multidisciplinary teams and delivering high-impact projects within the New York market and beyond.
Sr. Front-End Engineer KTEK RESOURCINGSr. Front-End EngineerJersey City, NJContractorLead the design and development of modern, high-performance web experiences using React and the broader front-end ecosystem.
Senior Energy Engineer JobotSenior Energy EngineerNew York, NY$145,000–$185,000 / yearWe are seeking a Senior Energy Engineer capable of Leading Business Development efforts, assist engineering team providing project management oversight for services including energy audits, retro-commissioning, construction review, and Energy incentive program for local Utility, State & Federal (ConED, NYSERDA, etc.) . We are a Full-Service Engineering consulting firm offering a full life-cycle range of services from project development, HVAC/BAS control system design, Control System Optimization, project integration, and field engineering services.
Sr Commissioning Engineer (Data Centers) – Remote JobotSr Commissioning Engineer (Data Centers) – RemoteSecaucus, NJRemote$120,000–$165,000 / yearSuccessful candidates will have experience in Electrical Systems & Equipment with a focus in Data Centers and Mission Critical Facilities; experience and an understanding of Building MEP Systems Design, Construction, and Commissioning of Critical Systems ranging in size, rating, and complexity; Commissioning, Testing and Troubleshooting of Electrical Systems and related controls. Knowledgeable with common mechanical, and controls-related building equipment, including: Engine generators / Uninterruptible power supplies & battery systems / Medium and low-voltage electrical switchgear/ PLC controls and sequences of operations / Automatic transfer switches / Static transfer switches / Power distribution units / Busways.
NewSenior Architect / Full Stack Developer JobotSenior Architect / Full Stack DeveloperNew York, NY$200,000–$370,000 / yearTechnology plays a critical role in supporting front-office decision-making, and our engineering teams work closely with investment professionals to build scalable, data-driven platforms that power trading, analytics, and portfolio management. We are a leading global alternative asset management firm with a strong presence in New York, known for investing across a diverse set of strategies including private equity, credit, real estate, and public markets.
Senior Civil Engineer JobotSenior Civil EngineerNew York, NY$85,000–$120,000 / 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. Developing detailed designs for civil engineering projects, including stormwater management systems, drainage, grading, and utilities.
Senior Project Architect - Hyrbid JobotSenior Project Architect - HyrbidNew York, NY$90,000–$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. As an Embedded Project Architect, you will be responsible for leading and managing the design and construction of many different types of projects, ensuring that each project is completed within budget and on time.
Senior AI Engineer JobotSenior AI EngineerNew York, NY$225,000–$280,000 / 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 sits at the intersection of AI, automation, and real world impact, using LLMs and agentic systems to replace hours or weeks of manual work with intelligent, scalable software.
Senior Interior Designer - Manhattan JobotSenior Interior Designer - ManhattanNew York, NY$95,000–$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. A competitive and well-known architecture firm in New York and beyond, we are looking to add an Senior Designer who specializes on interior finishes for large projects.
Senior Data Engineer, BI United Nations Federal Credit UnionSenior Data Engineer, BINew York, NY$115,000 / yearFull timeli>Design, develop, and optimize complex T-SQL stored procedures, functions, and database objects for high-volume OLTP and Data Warehouse environments, with expertise in transaction isolation levels, table hints, deadlocks, linked servers, OPENQUERY, triggers, and column-level encryption. Develop and implement solutions in Microsoft PowerBI and Microsoft Fabric, including Lakehouse/Warehouse modeling, Dataflows Gen2, Pipelines, and Semantic Models; support the modernization of existing ETL and reporting assets into Fabric and Azure cloud-based frameworks.
NewSr. AI Software Engineer (C#/.Net, infrastructure & startup exp. req'd) - 100% REMOTE JobotSr. AI Software Engineer (C#/.Net, infrastructure & startup exp. req'd) - 100% REMOTENew York City, NYRemote$170,000–$270,000 / yearThe ideal candidate will be mid-level backend .Net Software Engineer with recent experience within a small, fast-paced, API-focused AI infrastructure startup company with lean, highly collaborative engineering teams, where they have operated with significant ownership, autonomy, and a strong “go-getter” mentality. 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.
Senior Geotechnical Engineer Hillis-CarnesSenior Geotechnical EngineerSouth Plainfield, NJFull timeDuties may include but not limited to; test boring/test pit observations, laboratory analysis, preparation of geotechnical reports/calculation, management of field staff, review of daily field reports, performance of on-site construction materials testing services, etc. Candidate will work with our geotechnical and materials testing/inspections departments and be responsible for a wide variety of projects for public and private sector clients.
Senior Software Engineer JobotSenior Software EngineerNew York, NY$170,000–$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. 2. Data Engineering Support: Work collaboratively to support the business by creating seamless integrations between the Fountain Life Platform and diverse data vendors, ensuring data consistency, reliability, and security.
NewSenior Architect & Full Stack Developer – Front Office Technology JobotSenior Architect & Full Stack Developer – Front Office TechnologyNew York, NY$200,000–$220,000 / 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. You will work closely with traders and business users to design, build, and maintain robust, high-performance technology platforms that drive valuation, trading workflows, performance tracking, and asset surveillance.
NewSr. Director, Enterprise Procurement Vaco LLCSr. Director, Enterprise ProcurementNew York City, NY$180,000–$260,000The role will be most compelling to leaders who have personally owned outcomes in complex environments, built procurement capability in evolving organizations, and partnered closely with operations, finance, and executive leadership.Key Responsibilities. Determining compensation for this role (and others) at Vaco/Highspring depends upon a wide array of factors including but not limited to the individual's skill sets, experience and training, licensure and certifications, office location and other geographic considerations, as well as other business and organizational needs.
Senior Magento 2 Developer JobotSenior Magento 2 DeveloperNew York, NYRemote$80–$100 / hourInformation 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. This is an ideal opportunity for someone who enjoys solving complex technical problems in production-scale Magento environments and wants to work across both development and operational aspects of a modern eCommerce platform.
Sr. Radiochemist SOFIESr. RadiochemistTotowa, NJ$90,000–$100,000 / yearp>The Senior Radiochemist will lead the development, implementation, and validation of manufacturing and analytical methods of new diagnostic and therapeutic radiopharmaceuticals for SOFIE within the Radiopharmaceutical Contract Manufacturing Division. Working closely with SOFIE’s pharmaceutical partners, they will ensure that these radiopharmaceuticals are in full compliance with all regulatory requirements (specifically, 21 CFR 211 and 212).
NewSenior Electrical Engineer P Chappel AssociatesSenior Electrical EngineerWoodcliff Lake, NJ$140,000–$200,000 / yearFull timeThe successful candidate will play an important role in the design and development of advanced electronic systems while contributing to the growth and technical excellence of the engineering organization. An outstanding technology company in Northern New Jersey is seeking a Senior Electrical Engineer to join its growing engineering team.
NewSenior Preconstruction Manager HITT ContractingSenior Preconstruction ManagerNew York, NY$132,000–$187,000 / yearp style="text-align:inherit"/>In accordance with New York City Human Rights Law (NYCHRL), Local Law 32, the base salary range for this position is: $132,000.00 - $187,000.00Compensation in other cities and states may vary. A Senior Preconstruction Manager is responsible for leading and managing multiple projects working with a team of preconstruction managers, and shared team resources to deliver exceptional deliverables to our clients.
Senior Network Engineer STAND 8Senior Network EngineerNew York, NY$192,000–$2,160,000 / yearFull timeSTAND 8 provides end to end IT solutions to enterprise partners across the United States and with offices in Los Angeles, New York, New Jersey, Atlanta, and more including internationally in Mexico and India. STAND 8 provides end-to-end IT solutions to enterprise partners across the United States and globally with offices in Los Angeles, Atlanta, New York, Mexico, Japan, India, and more.
Senior Project Manager STAMPEDE VENTURES INCSenior Project ManagerPicatinny Arsenal, NJli>Define clear and complete project scope, requirements, budgets, schedules, and execution strategies during preconstruction to support accurate and competitive subcontractor bidding and minimize contract modifications after project award. 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.
NewSenior Backend Developer (Go / Google Cloud) Kforce Inc.Senior Backend Developer (Go / Google Cloud)New York, NY$38–$48.61Hands-on experience building and operating applications on Google Cloud Platform, including GKE, Cloud Functions, Cloud Workflows, Pub/Sub, Cloud Tasks, Cloud Scheduler, Cloud Storage, Cloud SQL, Secret Manager, IAM, and Service Accounts. A client with Kforce is seeking a Senior Backend Developer (Go/Google Cloud) in New York, NY to help build and scale the services powering live event management, media processing, asset distribution, and hybrid edge-caching solutions.
NewRegulatory Affairs Senior Associate electroCore IncRegulatory Affairs Senior AssociateRockaway, NJThe position provides regulatory strategy input, prepares and maintains submission and technical documentation content, evaluates product and labeling changes, supports post-market and vigilance obligations, and partners cross-functionally to ensure compliant, timely execution of business objectives. • Provide practical regulatory strategy input for new products, product modifications, labeling changes, software/app updates, manufacturing changes, supplier changes, and market expansion activities.
Senior Software Engineer / Tech Lead (AI tools/.NET/C#/React) TRIGYN TECHNOLOGIES, INC.Senior Software Engineer / Tech Lead (AI tools/.NET/C#/React)New York, NY$85–$90 / hourContractorYou will serve as the technical anchor for a portfolio of public-facing applications - leading design decisions, mentoring engineers, and driving the adoption of AI tooling to accelerate delivery and improve code quality across the team. This is a hands-on technical development role responsible for the architecture, development, and modernization of mission-critical applications that serve residents, Section 8 landlords, and the general public.
Senior Software Engineer Kforce Inc.Senior Software EngineerBrooklyn, NYRemote$70–$80Kforce has a client in Brooklyn, NY that is seeking a Senior Software Engineer to join a collaborative, cross-functional team focused on building and enhancing customer-facing support solutions. Employee pay is based on factors like relevant education, qualifications, certifications, experience, skills, seniority, location, performance, union contract and business needs.
Senior Highway Engineer HARDESTY & HANOVERSenior Highway EngineerMorristown, NJThe successful candidate will support complex transportation projects involving geometric design, grading, drainage, construction staging, maintenance, and protection of traffic, access design, and right-of-way coordination. This role includes project management and technical leadership responsibilities, including oversight of project scope, schedule, budget, and coordination of multidisciplinary design teams.
Sr SuccessFactors Specialist Computer Recruiters, Inc.Sr SuccessFactors SpecialistPiscataway, NJp style="margin-bottom:0in;line-height:normal;background:white">● Responsible for stakeholder management, business liaisons, understanding the business processes and functional requirements, translating that into technical specifications, designing the solution, and development and ongoing maintenance for these applications in Human Resources. ● Lead project management with offshore development centers, consultants, and software vendors to develop and implement systems in the core areas of Compensation, Recognition, Stocks Awards and Variable Pay.
Sr. SW Engineer | AI Applications | MS Foundry | Hybrid in Midtown Living TalentSr. SW Engineer | AI Applications | MS Foundry | Hybrid in MidtownNew York, NY$200,000–$250,000 / yearp/>Build AI-driven applications used daily within a global professional services environmentHands-on with Copilot Studio, Azure OpenAI, and custom development. The RoleDesign and deliver custom AI applications integrated into daily business workflows.
Senior Java Backend Developer BC ForwardSenior Java Backend DeveloperJersey City, NJ$68–$68.25 / hourFull timeThe ideal candidate will have strong experience in Java, J2EE, Spring Boot, microservices, and API development and a proven ability to design, build, and support high-performance, scalable backend services using modern CI/CD and testing practices. With delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity.
Senior Project Manager Page GroupSenior Project ManagerManhattan, NY$110,000–$160,000 / yearFull timeCreate and maintain comprehensive project documentation, providing a clear historical record of decisions, systems, procedures and communications involved in each project's completion. Execute specific tasks within projects, including drafting communications, systems build-out and testing, and creating project evaluation and presentation materials.
Senior Full Stack Developer BC ForwardSenior Full Stack DeveloperJersey City, NJ$68–$68.25 / hourFull timeThe ideal candidate will have strong experience in Java, Python, API-driven architectures, modern data warehouses, AI/MCP services, and DevOps and a proven ability to design, implement, and support enterprise-scale applications and data platforms end to end. With delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity.
Project Manager JobotProject ManagerNew York, NY$95,000–$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. The Project Manager is responsible for leading electrical construction projects from initiation through completion, ensuring successful delivery within scope, schedule, and budget.
Senior Full Stack Developer - AI, Python and Angular/React BC ForwardSenior Full Stack Developer - AI, Python and Angular/ReactJersey City, NJ$68–$68.25 / hourFull timeThe ideal candidate will have strong experience in Java, Python, data engineering, MCP-based services, AI-enabled applications, APIs, and DevOps and a proven ability to design, deliver, and support enterprise-scale, API-driven platforms end-to-end. With delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity.
NewSenior Full Stack Developer / Technical Lead BC ForwardSenior Full Stack Developer / Technical LeadJersey City, NJ$68–$68.25 / hourFull timeThe ideal candidate will have strong experience in Java, Python, data engineering, cloud-native development, and DevOps and a proven ability to design, deliver, and support enterprise-scale, API-driven applications and data platforms. With delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity.
NewSenior DevOps Engineer / DevOps Automation Lead BC ForwardSenior DevOps Engineer / DevOps Automation LeadNew York, NY$68–$68.33 / hourFull timeThe ideal candidate will have strong experience in Agile/DevOps delivery, CI/CD enablement, and modern application development, and a proven ability to lead cross-functional teams to deliver secure, reliable, and compliant solutions from concept to release. With delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity.
NewSenior Python Developer - Generative AI (GenAI) BC ForwardSenior Python Developer - Generative AI (GenAI)Jersey City, NJ$68–$68.25 / hourFull timeThe ideal candidate will have strong experience in Python, GenAI lifecycle management, RAG pipelines, vector databases, and API-first application development and a proven ability to deliver secure, scalable AI-driven applications for document processing, risk analytics, and compliance reporting. With delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity.
Senior Data Warehouse Developer BC ForwardSenior Data Warehouse DeveloperJersey City, NJ$68–$68.25 / hourFull timeThe ideal candidate will have strong experience in data warehousing, OLAP platforms, Python, and SQL and a proven ability to architect and deliver scalable analytics solutions that enable enterprise reporting and decision making. With delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity.
Senior Technical Project Manager / Program Manager BC ForwardSenior Technical Project Manager / Program ManagerNew York, NY$71–$71.59 / hourFull timeWith delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity. Create and maintain integrated project plans, dependencies, risks, and resource needs across Technology, Sales and Trading, QSDG, Research, and Operations.
Senior Scrum Master / Agile Delivery Lead BC ForwardSenior Scrum Master / Agile Delivery LeadJersey City, NJ$78–$78.37 / hourFull timeThe ideal candidate will have strong experience in Agile delivery, governance, and cross-functional coordination and a proven ability to enable scalable Agile practices while ensuring compliance, transparency, and timely execution across complex programs. With delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity.
NewSenior Java Developer / Lead Java Engineer BC ForwardSenior Java Developer / Lead Java EngineerJersey City, NJ$73–$73.67 / hourFull timeThe ideal candidate will have strong experience in Java-based application development, large-scale data and cloud ecosystems, and UI engineering, and a proven ability to design and execute application and process migrations to a strategic enterprise platform. BCforward is a leading global IT consulting and workforce solutions firm providing services and support to Fortune 500 and government clients.
NewSenior QA Automation Engineer BC ForwardSenior QA Automation EngineerJersey City, NJ$60–$60.40 / hourFull timeThe ideal candidate will have strong experience in UI and database test automation, SQL, Unix, and Agile delivery and a proven ability to design and execute comprehensive test strategies that ensure high-quality releases across functional, integration, and regression scopes. With delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity.
Senior AI Platform Engineer / Lead Python Engineer BC ForwardSenior AI Platform Engineer / Lead Python EngineerJersey City, NJ$68–$68.25 / hourFull timeWith delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity. The ideal candidate will have strong experience in Python, distributed messaging, and large-scale ETL and a proven ability to deliver performant, resilient, and reusable platform capabilities.
Senior Python Developer BC ForwardSenior Python DeveloperJersey City, NJ$68–$68.25 / hourFull timeThe role requires strong experience in Python development, distributed computing, automated testing, and CI/CD with a proven ability to design scalable solutions that meet functional, non-functional, and compliance requirements. With delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity.
Senior C++/C# Engineer BC ForwardSenior C++/C# EngineerJersey City, NJ$69–$69.99 / hourFull timeThe ideal candidate will have strong experience in electronic trading platforms, low-latency systems, and integration across Unix and Windows environments and a proven ability to support production trading platforms, collaborate with traders, and validate releases through application testing. With delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity.
NewVice President, Core Engineering Goldman Sachs Services LLCVice President, Core EngineeringNew York, NY$151,000–$272,000 / yearPrior experience must include five (5) years with the following: experience in technology and financial sectors within global, matrixed organizations, and driving cross-functional collaboration; experience with team and project management, communication, internal and external engineering advocacy, and organizational development within an engineering context; Managing global technical projects, spanning financial management, human capital, and system implementations; experience with technology management and key technology vendors; executing strategic and operational plans, aligning technology initiatives with business goals and efficiency improvements; experience with financial and operational tools, including FP&A, ERP, CRM, and data visualization (such as Anaplan, SAP S/4 Hana, SAP Business Objects, SAP Concur, Salesforce, or Qlik Sense); leveraging data to drive strategic insights, identify risks, and inform decision-making; executive communication and distilling complex topics into clear, actionable insights for technical and business audiences; objectives and Key Results (OKR) management, ensuring organizational alignment, accountability, and execution through structured goal setting; and establishing cross-team alignment and working closely with senior-level sponsors and stakeholders building consensus around strategic project plans, activities, and measures. Requires: Bachelor’s degree (U.S. or foreign equivalent) in Finance, Technology Management, Management Information Systems, Mathematics, or related field and five (5) years of experience in the job offered or in a related role.
Senior Java Risk Technology Engineer / Architect BC ForwardSenior Java Risk Technology Engineer / ArchitectJersey City, NJ$68–$68.25 / hourFull timeThe ideal candidate will have strong experience in Core Java, system design, distributed computing, and performance tuning and a proven ability to deliver scalable features, optimize applications, and support complex financial systems. With delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity.
Senior Python Engineer / PySpark Data Engineer BC ForwardSenior Python Engineer / PySpark Data EngineerJersey City, NJ$73–$73.67 / hourFull timeThe ideal candidate will have strong experience in Python, PySpark/Spark, and data engineering on Cloudera/Hadoop and Databricks and a proven ability to design, implement, and optimize secure, observable, and testable data ingestion and transformation pipelines. With delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity.
Senior Java Big Data Developer / Lead Data Engineer BC ForwardSenior Java Big Data Developer / Lead Data EngineerJersey City, NJ$73–$73.67 / hourFull timeThe ideal candidate will have strong experience in end-to-end Java development, big data ecosystems, and performance engineering and a proven ability to design and implement target architectures, optimize data-intensive applications, and lead migration to strategic platforms. With delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity.
Senior JDE Finance Consultant HCLTechSenior JDE Finance ConsultantNew York City, NY$69,000–$177,000 / yearFull timeWe are HCLTech, one of the fastest-growing large tech companies in the world and home to 220,000 people across 60 countries, supercharging progress through industry-leading capabilities centered around Digital, Engineering and Cloud. A JDE E1 Finance Consultant requires deep expertise in , , , and modules, strong knowledge of financial business processes, and experience in configuration, implementation, and functional specification (FSD) creation.