NewAssociate software engineer Element 6solutionAssociate software engineerNew York, NY$55–$60 / hourContractorThis role requires strong problem-solving skills, a willingness to learn, and the ability to work in a collaborative environment. The candidate will be responsible for developing, enhancing, and supporting web-based applications using Microsoft.
SAP CFIN Consultant KTEK RESOURCINGSAP CFIN ConsultantNew York, NY$80–$90 / hourContractorWe are looking for an experienced with 15+ yrs of progressive experience in Implementation SAP Central Finance (CFIN) Consultant/Lead to drive design, implementation, and support of Central Finance solutions in S/4HANA landscapes. The role requires strong expertise in finance processes, system integration, and S/4HANA transformations to enable real-time financial consolidation and reporting.
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.
PAT_HRIS Analyst_1206 future_subscription companyPAT_HRIS Analyst_1206New York, NY$3,000–$6,000 / yearFull timeEnter your description into each section for best results. The more complete the job ad, the better your responses.
NewSnowflake Solutions Architect Raas Info Solutions Pvt LtdSnowflake Solutions ArchitectUnion Beach, NJContractorWe are seeking a hands-on Snowflake Solutions Architect to design and lead modern, scalable data platforms on Snowflake + AWS Analytics services, enable governed analytics through Power BI semantic models, and accelerate GenAI use cases using Amazon Bedrock (Agents/Knowledge Bases/Guardrails). · Own end-to-end architecture for cloud data platforms leveraging Snowflake and AWS-native analytics services (e.g., S3, Glue, Lake Formation, Athena, Redshift, EMR/Kinesis/MSK as applicable).
NewCybersecurity Engineer - Vulnerability Raas Info Solutions Pvt LtdCybersecurity Engineer - VulnerabilityNew York, NY$48–$53 / hourContractorAct as the single point of contact (SPOC) for all vulnerability-related activities within the LOB. Experience conducting: Governance reviews, risk discussions, and escalation forums.
Programmer-Analyst Purchase CollegeProgrammer-AnalystHarrison, NY$60,000–$70,000 / yearFull timeCampus Technology Services is seeking an experienced Programmer Analyst for an environment that includes a mix of 3rd party vendor and in-house applications and systems running in hosted and local servers. Successful candidate will actively participate in the ongoing support of Ellucian Banner System for Registrar, Admissions, Financial Aid, and a wide range of other College units.
Director, Technology Risk and Business Continuity United Nations Federal Credit UnionDirector, Technology Risk and Business ContinuityNew York, NY$150,000 / yearFull timeBachelor's degree in Risk Management, Information Systems, or related field• 10+ years of experience in a financial services environment with exposure to regulated environments, including a minimum of 4 or more years in a second line or commensurate risk function• Experience in technology, cyber, and operational resilience risk management, including regulatory compliance, risk identification, monitoring, issue management, risk reporting, and cross-functional collaboration with business partners. Partner with technology and business leaders within the three lines of defense framework to provide independent oversight and advisory support, ensuring technology risks are effectively managed and aligned with the organization's risk appetite, regulatory expectations, and strategic objectives.
BI Developer United Nations Federal Credit UnionBI DeveloperNew York, NY$105,000 / yearRegardless of seniority or role, uphold UNFCU’s mission, core values, and guiding principles by providing an exceptional service experience to colleagues and members alike through consistent demonstration of our service excellence behaviors. Demonstrate some working knowledge with data warehouse and display excellent communication skills to be comfortable enough to interact with business areas to gather requirements and deliver BI solutions.
Developer - Full Stack United Nations Federal Credit UnionDeveloper - Full StackNew York, NY$105,468 / yearFull timeThis role builds and supports internal and external digital platforms—including public websites, intranet, extranet, and digital banking applications—using Optimizely CMS/Commerce (DXP) and Microsoft technologies such as C#, NET Core, ASP.NET MVC, Web API, WCF, Razor, and ADO.NET, along with modern front-end frameworks including JavaScript, ReactJS, jQuery, Bootstrap, HTML, and CSS. Collaborate with cross-functional teams across Marketing and IT— including Project Management, Business Analysts, QA, DevOps, Infrastructure, Security, and Database Administration—as well as onsite and offshore resources to ensure successful solution delivery, alignment with business objectives, and ongoing operational support.
Senior Data Engineer, BI United Nations Federal Credit UnionSenior Data Engineer, BINew York, NY$115,000 / yearFull timeDesign, 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.
Implementation Specialist JobotImplementation SpecialistNew York, NY$90,000–$110,000 / yearThey stand out by pairing specialty‑smart workflows with empathetic innovations like an ambient AI medical scribe that eases documentation burden, strengthens cash flow, and delivers enterprise‑level capabilities at a price that works for growing practices. 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.
Director of Enterprise Identity Architecture JobotDirector of Enterprise Identity ArchitectureNew York, NY$220,000–$270,000 / yearThe right individual will have the ability to communicate effectively with C-suite leadership while also remaining highly hands-on within the environment, guiding technical direction, mentoring engineers, and driving execution across critical identity initiatives. The role offers the chance to modernize a sophisticated identity environment, advance platforms such as SailPoint ISC, Okta, cloud identity, and privileged access management, and help establish the organization’s approach to emerging areas such as non-human identities and agentic AI.
Sr. 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 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.
Tax Technical Expert - Manager, Director, Partner JobotTax Technical Expert - Manager, Director, PartnerWoodbury, NY$190,000–$400,000 / yearLead sophisticated tax planning and advisory work across a diverse client base that includes multinational entities, financial services firms, private investment funds, and ultra-high-net-worth individuals. 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.
ML Solutions Architect JobotML Solutions ArchitectHoboken, NJRemote$140,000–$190,000 / 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. We anticipate growing 40% yoy over the next 5 years and are looking to bring on solutions architects who have worked with enterprise customers to build out applications and utilize data in a more efficient way.
Data Engineering Solutions Architect JobotData Engineering Solutions ArchitectNew York, NY$150,000–$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. If interested, please apply, or feel free to message https://jobot.com/apply/data-engineering-solutions-architect/1271524696?utm_source=Monster directly.
Software Development Engineer JobotSoftware Development EngineerBayonne, NJ$65–$80 / hourDevelopers at this level are building greater independence, taking ownership of small to medium-sized work items, and strengthening their core engineering skills across multiple application layers, including user interfaces, services, APIs, and data. Our teams include professionals across software engineering, product development, clinical informatics, research, and healthcare technology who share a commitment to reducing complexity and improving outcomes for patients and providers.
ML Solution Architect JobotML Solution ArchitectNew York, NY$150,000–$250,000 / 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, develop, and implement end-to-end cloud-based machine learning production pipelines (data exploration, sampling, training data generation, feature engineering, model building, and performance evaluation).
Solutions Architect - (Data Engineering) JobotSolutions Architect - (Data Engineering)New York, NY$180,000–$205,000 / 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. Our teams partner with major cloud platforms and technologies including Snowflake, AWS, Azure, Databricks, dbt, Kafka, Fivetran, and more to deliver enterprise-scale solutions for some of the world’s largest organizations.
NewSoftware Project Manager JobotSoftware Project ManagerNew York, NYRemote$120,000–$190,000 / yearYou'll manage multiple client engagements simultaneously while serving as the primary point of contact, helping clients navigate complex technical decisions and ensuring projects are delivered successfully. 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 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 Software Engineer JobotSenior Software EngineerNew York, NY$190,000–$300,000 / 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.
Mechanical Commissioning Engineer / Project Manager (Data Centers) JobotMechanical Commissioning Engineer / Project Manager (Data Centers)Secaucus, NJRemote$135,000–$165,000 / yearThe successful candidate must be self-motivated and well versed in Data Center projects touching on large building MEP systems design, commissioning, retro-commissioning, energy modeling/analysis and construction for complex buildings. Information collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal.
Senior 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.
Forward Deployed Software Engineer JobotForward Deployed Software EngineerNew York, NY$150,000–$210,000 / 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. Collaborate closely with cross-functional teams—including Sales and Operations—to support technical evaluations, guide pre-sales discussions, and define the scope of customer-facing projects.
NewPharmacist - Travel Job Jackson PharmacyProsPharmacist - Travel JobBay Shore, NYGardiner County Park sits roughly 5 miles away with shoreline trails and picnic areas, while Heckscher State Park is about 8 miles away and offers biking, kayaking, and Great South Bay views. The Bay Shore Long Island Rail Road station provides service to Manhattan in about 75 minutes, and nearby Main Street includes restaurants, shops, and a walkable village setting.
Windows Engineer Brains Workgroup, Inc.Windows EngineerNew York, NY$170,000–$185,000 / yearFull timeIn this role, you will be responsible for technical leadership, architecture-level decision making, and delivery of complex messaging and infrastructure initiatives in a large, regulated enterprise environment. Our client, a major bank in New York City, is looking for Senior Windows Engineer who has strong M365, Exchange (Online and On-Premises).
Windows Administrator Brains Workgroup, Inc.Windows AdministratorNew York, NY$130,000–$155,000 / yearFull timeIn this role, you will manage overseeing complex infrastructure projects, leading initiatives to enhance system efficiency, and collaborating with cross-functional teams to align technology solutions with business goals. The ideal candidate will have extensive knowledge in managing, configuring, and supporting Windows server environments to ensure optimal performance, security, and reliability.
Technical Lead Quantexa Brains Workgroup, Inc.Technical Lead QuantexaNew York, NY$165,000–$180,000 / yearFull timeAzure (preferred) experience supporting CI/CD and release automation (e.g., Azure DevOps/GitHub Actions), including environment configuration, deployment pipelines, secrets/permissions basics, and infrastructure-as-code exposure. In this role you will drive end-to-end delivery of transaction monitoring solutions on the Quantexa platform, translating business needs into scalable, secure, and high-performing data and analytics products.
Enterprise Application Engineer Perennial ResourcesEnterprise Application EngineerHackensack, NJFull timeThis role partners closely with business stakeholders to ensure stability, performance, and continuous improvement of enterprise systems. Seeking an Enterprise Application Engineer to support and enhance the firm's critical application ecosystem.
M3 Solution Lead Brains Workgroup, Inc.M3 Solution LeadLong Island City, NY$120,000–$150,000 / yearFull timestrong> https://brainsworkgroup.catsone.com/careers/index.php?m=portal&a=details&jobOrderID= 16778134 . Or email: barryr@brainsworkgroup.com .
NewSAP Finance (FICO) Solution Specialist Brains Workgroup, Inc.SAP Finance (FICO) Solution SpecialistNY$70–$80 / hourContractorLocation: Huntington (Long Island) area - hybrid commute (4 days onsite, 1 day remote per week). One of our clients, a major electronics manufacturer is looking for a talented SAP Finance (FICO) Solution Specialist (CONTRACT TO HIRE).
Python Rapid Application Developer Brains Workgroup, Inc.Python Rapid Application DeveloperNew York, NY$30–$32 / hourContractorFull timeOur client, a major bank in NYC is looking for Rapid Application Developer with Python skills. Initial 6 months contract with possible extensions or option to hire.
NewSolution Engineer Quantexa Brains Workgroup, Inc.Solution Engineer QuantexaNew York, NY$140,000–$160,000 / yearFull timeIn this role you will support the end-to-end delivery of transaction monitoring solutions on the Quantexa platform by translating business needs into scalable, secure, and high-performing data and analytics solutions. Support integration with enterprise systems (data sources, APIs, messaging, identity, and security) by helping define interface requirements, validating assumptions, and assisting with performance, scalability, and resilience analysis.
NewSenior Manager, SAP S/4HANA Consultant Vaco LLCSenior Manager, SAP S/4HANA ConsultantNew York, NY$90–$95Determining compensation for this role (and others) at Vaco by Highspring depends upon a wide array of factors including but not limited to: the individual’s skill sets, experience and training; licensure and certification requirements; office location and other geographic considerations; other business and organizational needs. 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.
NewDirector of IT Vaco LLCDirector of ITNew York City, NY$180,000–$200,000Determining compensation for this role (and others) at Vaco by Highspring depends upon a wide array of factors including but not limited to: the individual’s skill sets, experience and training; licensure and certification requirements; office location and other geographic considerations; other business and organizational needs. 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.
NewProduct Operations Manager, Implementation Vaco LLCProduct Operations Manager, ImplementationNew York, NY$150,000–$200,000Determining compensation for this role (and others) at Vaco by Highspring depends upon a wide array of factors including but not limited to: the individual’s skill sets, experience and training; licensure and certification requirements; office location and other geographic considerations; other business and organizational needs. With that said, as required by local law, Vaco by Highspring believes that the following salary range referenced above reasonably estimates the base compensation for an individual hired into this position in geographies that require salary range disclosure.
NewSenior Manager, Data and Insights Vaco LLCSenior Manager, Data and InsightsNew York City, NY$100,000–$110,000Determining compensation for this role (and others) at Vaco by Highspring depends upon a wide array of factors including but not limited to: the individual’s skill sets, experience and training; licensure and certification requirements; office location and other geographic considerations; other business and organizational needs. 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.
NewJapanese -Bilingual Global Incident Response (GIR) Analyst Corporate Solutions TechJapanese -Bilingual Global Incident Response (GIR) AnalystJersey City, NJ$50–$55 / hourContractorCandidates with strong analytical skills, technical aptitude, and bilingual communication abilities are encouraged to apply, even if they have limited hands-on cybersecurity experience, as relevant technical knowledge and the willingness to learn are valued. This role involves analyzing security alerts, identifying potential threats, supporting incident response activities, and helping protect critical systems and data.
NewBCBA Board Certified Behavior Analyst - Remote Lighthouse CHBCBA Board Certified Behavior Analyst - RemoteBrooklyn, NYRemote$65–$80 / hourLighthouse is a New York City-based specialized agency dedicated to providing top-quality Applied Behavior Analysis (ABA) therapy services for children with autism. We value compassion, dedication, and professional growth, placing a strong focus on fostering a supportive environment where our team members can grow and thrive.
NewPrincipal Quant Developer Fidelity InvestmentsPrincipal Quant DeveloperBelleville, NJRemote$107,000–$216,000Please be advised that Fidelity’s business is governed by the provisions of the Securities Exchange Act of 1934, the Investment Advisers Act of 1940, the Investment Company Act of 1940, ERISA, numerous state laws governing securities, investment and retirement-related financial activities and the rules and regulations of numerous self-regulatory organizations, including FINRA, among others. These benefits include comprehensive health care coverage and emotional well-being support, market-leading retirement, generous paid time off and parental leave, charitable giving employee match program, and educational assistance including student loan repayment, tuition reimbursement, and learning resources to develop your career.
NewDirector, Software Engineering (Electronic Trading) Fidelity InvestmentsDirector, Software Engineering (Electronic Trading)Lyndhurst, NJRemote$126,000–$255,000Please be advised that Fidelity’s business is governed by the provisions of the Securities Exchange Act of 1934, the Investment Advisers Act of 1940, the Investment Company Act of 1940, ERISA, numerous state laws governing securities, investment and retirement-related financial activities and the rules and regulations of numerous self-regulatory organizations, including FINRA, among others. These benefits include comprehensive health care coverage and emotional well-being support, market-leading retirement, generous paid time off and parental leave, charitable giving employee match program, and educational assistance including student loan repayment, tuition reimbursement, and learning resources to develop your career.
NewPrincipal Quant Developer (MLOps) Fidelity InvestmentsPrincipal Quant Developer (MLOps)Secaucus, NJRemote$107,000–$216,000Analyze and design systems to implement quantitative models for systematic financial investments using R and Python, including time series forecasting models, multi-asset class portfolio construction strategies, risk management tools, alpha research, and simulation-based algorithms. Please be advised that Fidelity’s business is governed by the provisions of the Securities Exchange Act of 1934, the Investment Advisers Act of 1940, the Investment Company Act of 1940, ERISA, numerous state laws governing securities, investment and retirement-related financial activities and the rules and regulations of numerous self-regulatory organizations, including FINRA, among others.
Clinical Solutions Manager- Informatics Medline IndustriesClinical Solutions Manager- InformaticsNew York City, NY$101,000–$152,000 / yearFull timeReviews and assesses applicable financial, clinical, and operational data, as well as evidence-based literature to assist teams in evaluating new supplies and new technology, using evidence based clinical data, benchmarked best practices and data driven analysis. Participate as a clinical team representative on project teams, committees and in meetings with various corporate departments to provide input as to the clinical perspectives on products and issues.
NewPI Developer ECLAROPI DeveloperWHITE PLAINS, NY$50–$60 / hourResponsibilities: Worked extensively on OSIsoft PI product suite and understanding of other operations and engineering applications like Digital Oil Field (IFM, IVM), Matrikon OPC, OPC UA/DA, RTACs, and Data Historians etc. Demonstrated ability to direct and/or conduct implementation of enhancements or changes that may involve custom design, optional software, and third-party products to improve the efficiency and effectiveness of the systems.
NewSAP ABAP Developer ECLAROSAP ABAP DeveloperWHITE PLAINS, NY$65–$75 / hourPerform end to end development activities - Building prototypes, Effort estimation, Writing Technical design, Development, Unit Testing, Code Review, Production support, UAT/System/Integration testing support, Deployment. At least 5 years of experience in SAP ABAP with focus on HR - Workflows, Reports, Dialog Programming, Interfaces, Smart Forms, Scripts, Adobe Forms, Web Dynpro, Enhancement Framework.
NewNetwork Analyst ECLARONetwork AnalystWHITE PLAINS, NY$55–$60 / hourIT Network Services team has several Digitization projects and work efforts in 2023 including, but not limited to: Digital Worker Connect (DW Connect) Communications Back Bone Project Core IT infrastructure LEM Client Cloud migration activities Upgrade Operations Turrets & Call manager BAU activities including the IT Switch Refresh and Patch management. Expert Knowledge of CISCO WLC environment including 5500,2504,9800 WLC Expert knowledge in design and implementation of highly complex networks.
NewPrincipal Engineer - Python API Development Fidelity InvestmentsPrincipal Engineer - Python API DevelopmentNewark, NJRemote$107,000–$216,000Please be advised that Fidelity’s business is governed by the provisions of the Securities Exchange Act of 1934, the Investment Advisers Act of 1940, the Investment Company Act of 1940, ERISA, numerous state laws governing securities, investment and retirement-related financial activities and the rules and regulations of numerous self-regulatory organizations, including FINRA, among others. You will design, build, and evolve reliable, secure, and cost‑efficient platform capabilities—from model packaging and serving to observability and lifecycle management—working closely with multiple teams to ensure these capabilities are practical, robust, and widely usable in production.