Software/Systems Engineer IV JT4 LLCSoftware/Systems Engineer IVColorado Springs, Colorado$103,000–$163,000 / yearA Bachelor of Science in Engineering from an ABET-accredited academic institution and eight years of related engineering experience, or an accredited Master of Science in Engineering and a minimum of six years of related engineering experience, or an accredited doctorate degree in engineering and a minimum four years of related engineering experience are required for this position. Works closely with project management, hardware engineering, communications engineering, configuration management, quality assurance and operations support to ensure proper integration of software engineering with the other disciplines involved in the project.
NewManufacturing Engineer JobotManufacturing EngineerDenver, CO$80,000–$115,000 / 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 design, production, quality control, and supply chain, to ensure alignment and coordination of efforts.
NewProject Engineer JobotProject EngineerDenver, CO$65,000–$90,000 / 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. This position is an excellent opportunity for those seeking to enhance their career in the Mechanical Construction industry, offering a chance to work on a diverse range of projects, with the potential for significant professional growth.
Ion Implanter-Field Service Engineer GCR Professional ServicesIon Implanter-Field Service EngineerColorado Springs, Colorado$43.27–$64.94 / hourBase pay is one part of the total compensation and benefits package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives. The Field Service Engineer is responsible for providing technical support, installation, maintenance, and troubleshooting of ion implantation equipment at customer sites.
Senior Civil/Structural Engineer LeidosSenior Civil/Structural EngineerDenver, CO$92,300–$166,850Clients requiring subject matter expertise consulting could include private equity, infrastructure and hedge funds, investment and commercial banks, private developers, legal and financial advisors, original equipment manufacturers, DOE, and EIA, among others. Our services include engineering, planning, project management, construction management, and commissioning for electric power substations and transmission and distribution lines; protection and controls design; and electrification programs.
Civil/Structural Engineer LeidosCivil/Structural EngineerDenver, CORemote$73,450–$132,775Clients requiring subject matter expertise consulting could include private equity, infrastructure and hedge funds, investment and commercial banks, private developers, legal and financial advisors, original equipment manufacturers, DOE, and EIA, among others. Our services include engineering, planning, project management, construction management, and commissioning for electric power substations and transmission and distribution lines; protection and controls design; and electrification programs.
Electrical/Solar Design Engineer- Utility Scale Pure Power EngineeringElectrical/Solar Design Engineer- Utility ScaleDenver, CO$105,000–$125,000 / yearAs a full-service engineering firm, we create the electrical and structural drawings and calculation packages for bidding, permits and construction, as well as supporting the lead up to the full engineering drawings, primarily interconnection support and electrical/structural feasibility studies. 3+ years’ experience working with AutoCAD with an understanding of layer control, dimensioning and scaling, sheet sets, blocks, xrefs, line weights, plot files, and file transmission.
Field Site Senior ISR Engineer / Analyst - Colorado Johns Hopkins Applied Physics Laboratory (APL)Field Site Senior ISR Engineer / Analyst - ColoradoAurora, CO$100,000–$245,000Our engineers and analysts apply multi-disciplinary domain knowledge in areas such as sensor and data fusion, signal and image processing, operations research, applied physics, software fielding, and artificial intelligence to build systems that automatically or autonomously orchestrate sensors, process data into information, and make intelligent inferences and predictions about complex threats and environments. Your primary responsibility will be to lead APL’s associated technical development and field test efforts, serving as APL’s technical liaison within a cross-organizational team consisting of industry and government partners and operators at an industry partner site in the Denver, Colorado area, at APL field sites and government sites in the Denver, Colorado area.
NewSenior/Staff Software Engineer, Data Platform SovrnSenior/Staff Software Engineer, Data PlatformBoulder, CO$155,000–$185,000 / yearAs a Senior or Staff Software Engineer , on the Data Platform team, you will collaborate with cross-functional teams to enhance our data architecture, troubleshoot data processing issues, and implement solutions to ensure the integrity, efficiency, and governance of our data ecosystem. The ideal candidate is passionate about building and maintaining key datasets and data infrastructure, and has a proven track record in managing data platforms.
NewSenior/Staff Software Engineer SovrnSenior/Staff Software EngineerBoulder, CO$155,000–$185,000 / yearAligning Technical Strategy: Partner cross-functionally with Product, Design, and Cloud Engineering to ensure architectural decisions align with Sovrn’s business strategy and growth goals. Designing and Architecting Scalable Systems: Lead the design of distributed systems that integrate multiple components and services across Sovrn’s product ecosystem.
Staff Software Engineer, AI Developer Tools Gusto IncStaff Software Engineer, AI Developer ToolsDenver, CO$180,000–$200,000 / yearHere's what you'll do day-to-day: Architect AI Core Infrastructure: Design, scale, and maintain the internal platform and APIs that integrate LLMs into the developer workflow, with a heavy focus on autonomous agents, custom retrieval-augmented generation (RAG), and smart context-delivery systems. Whether you are building bespoke internal coding assistants, automating sprawling codebase refactors, or deploying AI to self-heal CI/CD pipelines, your work will directly multiply the velocity of hundreds of builders.
(USA) Staff, Software Engineer Walmart Inc(USA) Staff, Software EngineerDenver, CO$121,000–$242,000 / yearOption 1: Bachelors degree in computer science, computer engineering, computer information systems, software engineering, or related area and 4 years' experience in software engineering or related area. Master's degree in Computer Science, Computer Engineering, Computer Information Systems, Software Engineering, or related area and 2 years experience in software engineering or related area.
Staff Software Engineer, Developer Productivity Async Gusto IncStaff Software Engineer, Developer Productivity AsyncDenver, CO$189,000–$210,000 / yearAbout the Role: As an engineer on the Developer Productivity - Async team, you will work on improving developer productivity by enhancing the tools and systems used by product engineers. With teams in Denver, San Francisco, and New York, we support more than 500,000 small businesses nationwide and are building a workplace that reflects the people we serve.
Senior Staff Software Engineer Bluestaq US ExternalSenior Staff Software EngineerColorado Springs, CO$150,000–$210,000 / yearLead engineering efforts that span multiple teams or product areas, including major re-architectures, new platform capabilities, and cross-cutting reliability or security programs. You'll operate at the intersection of technical leadership and organizational impact, harmonizing engineering patterns and shaping how Bluestaq builds mission-critical software at scale in support of national security and defense missions.
Staff Software Engineer Checkr IncStaff Software EngineerDenver, CO$224,000–$264,000 / yearBring a customer-centric, product-first mindset to the table - collaborate with Design, Product, Data, and others to instrument and deploy new product experiments and ship impactful features. Our screening products span criminal history checks, driving records, employment verifications, and more, helping customers place candidates into jobs across a diverse range of industries and markets.
Staff Software Engineer, Front End True Anomaly IncStaff Software Engineer, Front EndDenver, CO$185,000–$320,000 / yearDeep expertise in modern React and the broader frontend ecosystem, including architectural patterns for large-scale applications, advanced state management, performance profiling and optimization, and emerging frontend technologies. To conform to U.S. Government space technology export regulations, including the International Traffic in Arms Regulations (ITAR) you must be a U.S. citizen, lawful permanent resident of the U.S., protected individual as defined by 8 U.S.C. 1324b(a)(3), or eligible to obtain the required authorizations from the U.S. Department of State.
Staff, Software Engineer (SRE) Walmart IncStaff, Software Engineer (SRE)Denver, CO$121,000–$242,000 / yearOption 1: Bachelor''s degree in computer science, computer engineering, computer information systems, software engineering, or related area and 4 years' experience in software engineering or related area. The successful candidate will play an important role in driving a critical overhaul in how we deploy and manage our database platforms, enabling a radical improvement in consistency, efficiency, and operability.
Staff Software Engineer (Backend) - Fable Core Scribd, IncStaff Software Engineer (Backend) - Fable CoreDenver, COYou will partner with product, design, ML, and infrastructure partners to turn ambiguous product intent into durable backend systems, lead incident response end-to-end, and raise the ceiling for the team through design leadership and mentorship. In the United States, outside of California, the reasonably expected salary range is between $141,000 [minimum salary in our lowest US geographic market outside of California] to $254,000 [maximum salary in our highest US geographic market outside of California].
Staff Software Engineer (Boulder, CO) PickNikStaff Software Engineer (Boulder, CO)Boulder, ColoradoAs a Staff Software Engineer at PickNik Robotics, you will be the software architect for the MoveIt Pro integration backbone — the layer that turns the work of our robotics specialty experts into a platform that powers robots around the world and in space. Built on over a decade of experience with companies like GM, Philips, Samsung, BMW, Lockheed Martin, NASA, and leading startups, MoveIt Pro brings proven capabilities into production.
Staff Software Engineer Maxar Technologies Inc (Inactive)Staff Software EngineerWestminster, CO$102,000–$170,000 / yearThe role reports to an Agile Manager and works with System Engineers, Operations Engineers, Spacecraft Engineers, Space Vehicle Operators, Scrum Masters, and Product Owners. The successful candidate's starting pay will fall within the salary range provided below and is determined based on job-related factors, including, but not limited to, the experience, qualifications, knowledge, skills, geographic work location, and market conditions.
Staff Software Engineer, Salesforce DAT Solutions LLCStaff Software Engineer, SalesforceDenver, CO$195,000–$221,000 / yearHowever, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with the contractor's legal duty to furnish information. With nearly 700 teammates across offices in Denver, CO; Portland, OR; Seattle, WA; Springfield, MO; Toronto, ON; and Bangalore, India, DAT combines the credibility of a multi-decade market leader with the drive of a company that is not done disrupting the industry it helped build.
NewStaff Software Engineer, Valence Alphatec SpineStaff Software Engineer, ValenceLouisville, CO$130,000–$150,000Technical leadership in development of intra-op spine navigation applications, including software architectural design, prioritization and planning of feature development, cross-functional collaboration to drive regulatory approval (510k), and contribution to future roadmap decisions. For roles based in the United States that require access to hospital facilities, must be eligible for and maintain credentials at all required hospitals, including meeting any applicable physical requirements or vaccination requirements (including the COVID-19 vaccine, as applicable).
Staff Software Engineer Relativity ODA LLCStaff Software EngineerCO$174,000–$262,000 / yearAt Relativity, engineers don't just write code-they shape how industries uncover critical insights, ensure compliance, advance access to justice and continuously evolve our platform using the latest technologies, including cloud-native architectures, AI capabilities, and modern developer tooling. Our AI‑powered, cloud platform, RelativityOne, transforms massive volumes of complex information into actionable insights for litigation, investigations, regulatory inquiries, data breach responses, and other high‑stakes legal work where accuracy and trust are crucial.
NewStaff Software Engineer RecurlyStaff Software EngineerBroomfield, COWe also offer life insurance, short and long-term disability, hospital indemnity, critical illness coverage, employee accident protection, health savings account (HSA) with company contribution & flexible spending account (FSA) options, employee assistance program, Legal and Pet Insurance. This is a high-impact opportunity for a senior technical leader who thrives on cross-functional influence, enjoys mentoring engineers at all levels, and wants to make a direct mark in both the MarTech and Payments spaces.
Staff Software Engineer Northrop Grumman CorpStaff Software EngineerColorado Springs, CO$161,000–$241,400 / yearThe above salary range represents a general guideline; however, Northrop Grumman considers a number of factors when determining base salary offers such as the scope and responsibilities of the position and the candidate''s experience, education, skills and current market conditions. Our pioneering and inventive spirit has enabled us to be at the forefront of many technological advancements in our nation''s history - from the first flight across the Atlantic Ocean, to stealth bombers, to landing on the moon.
NewSenior/Staff Software Engineer, Data Platform Sovrn Holdings IncSenior/Staff Software Engineer, Data PlatformBoulder, CO$155,000–$185,000 / yearAs a Senior or Staff Software Engineer, on the Data Platform team, you will collaborate with cross-functional teams to enhance our data architecture, troubleshoot data processing issues, and implement solutions to ensure the integrity, efficiency, and governance of our data ecosystem. The ideal candidate is passionate about building and maintaining key datasets and data infrastructure, and has a proven track record in managing data platforms.
Staff Software Engineer - Search / AI CVS Health CorpStaff Software Engineer - Search / AICO$106,605–$284,280 / yearCurrently, we are seeking a Staff Software Engineer - Search / AI who as a Senior technical leader, be responsible for driving architecture, design, and delivery of scalable, cloud-native platforms built on microservices architecture and AI capabilities. CVS Health is looking for hands-on, passionate people who want to join a high energy and growing team to make a difference in customers' lives and who want to be on the forefront of digital innovation that aims to reinvent what a pharmacy and a health care company can be in the digital world.
Staff Software Engineer - Investor/Owner AppFolio, IncStaff Software Engineer - Investor/OwnerRemote - Denver, CORemote$167,200–$209,000 / yearYou have a track record of leading high-stakes projects from initial ambiguity to successful launch–aligning stakeholders, making tough technical trade-offs, and ensuring long-term system health. As a Staff Software Engineer, you will help us design and build best-in-class app experiences, transforming sophisticated business needs into robust, production-grade SaaS infrastructure and pages.
Staff / Senior Staff Platform Software Engineer SciTecStaff / Senior Staff Platform Software EngineerBoulder, COFor the past forty-five plus years, we have supported Department of Defense customers by developing innovative remote sensing algorithms, tools, and techniques to deliver world-class data exploitation capabilities supporting missile defense; intelligence, surveillance, & reconnaissance; space domain awareness; and aircraft survivability missions. SciTec, a wholly owned subsidiary of Firefly Aerospace, is a dynamic non-traditional defense contractor that delivers advanced technologies in support of U.S. National Security and Defense.
Staff software engineer, AI product WatershedStaff software engineer, AI productDenver, ColoradoCompanies like Airbnb, Carlyle Group, FedEx, Visa, and Dr. Martens use Watershed to manage climate and ESG data, produce audit-ready metrics for voluntary and regulatory reporting including CSRD, and drive real decarbonization. Next steps can vary by role, but usual next steps are a skill or experience interview (e.g. a coding interview for an engineer, a portfolio review for a designer, deeper experience call for other roles) which leads to a virtual or in person interview panel.
NewStaff Software Engineer, React/TypeScript - Medical Imaging Cleerly IncStaff Software Engineer, React/TypeScript - Medical ImagingDenver, CO$175,000–$201,000 / yearCandidates located in higher-cost labor markets, including California, Washington, New York, New Jersey, Connecticut, Massachusetts, and Washington, DC represent the middle to high end of the range, while candidates located in all other U.S. locations represent the low to middle end of the range. The ideal candidate is a strong React/TypeScript engineer who is comfortable with backend API integration, has built clinician-facing interfaces before, and is genuinely excited about doing the detailed, grinding work of getting clinical UIs right.
Staff / Sr Staff Numerical Algorithm Software Engineer SciTecStaff / Sr Staff Numerical Algorithm Software EngineerBoulder, COFor the past forty-five plus years, we have supported Department of Defense customers by developing innovative remote sensing algorithms, tools, and techniques to deliver world-class data exploitation capabilities supporting missile defense; intelligence, surveillance, & reconnaissance; space domain awareness; and aircraft survivability missions. Our ideal candidate will work well in multiple software languages as part of a rapid pace, collaborative, small-team environment consisting of Scientists, Engineers, and Developers and be able to prototype and develop advanced algorithms leading to eventual integration in C++ on Linux operating systems as part of government frameworks.
Staff software engineer, AI product Watershed Technology IncStaff software engineer, AI productDenver, COCompanies like Airbnb, Carlyle Group, FedEx, Visa, and Dr. Martens use Watershed to manage climate and ESG data, produce audit-ready metrics for voluntary and regulatory reporting including CSRD, and drive real decarbonization. Next steps can vary by role, but usual next steps are a skill or experience interview (e.g. a coding interview for an engineer, a portfolio review for a designer, deeper experience call for other roles) which leads to a virtual or in person interview panel.
Staff Software Engineer VantorStaff Software EngineerWestminster, ColoradoThe role reports to an Agile Manager and works with System Engineers, Operations Engineers, Spacecraft Engineers, Space Vehicle Operators, Scrum Masters, and Product Owners. Vantor is a place for problem solvers, changemakers, and go-getters—where people are working together to help our customers see the world differently, and in doing so, be seen differently.
Staff Software Engineer Urban SkyStaff Software EngineerDenver, ColoradoYou'll help design, build, deploy, and operate the software that runs Urban Sky's manufacturing operation—a full-stack MRP system that tracks inventory, work orders, bills of materials, quality holds, and serialized parts from receiving through final integration. You'll learn how parts flow through the building, what makes a quarantine workflow painful at 3pm on a Friday, and how a missed traceability record turns into a compliance problem.
Staff software engineer, sustainability platform WatershedStaff software engineer, sustainability platformDenver, ColoradoYou'll work across multiple problem domains, collaborating closely with product managers, designers, and climate scientists to build systems that are both technically rigorous and genuinely useful to the sustainability professionals who rely on them every day. Companies like Airbnb, Carlyle Group, FedEx, Visa, and Dr. Martens use Watershed to manage climate and ESG data, produce audit-ready metrics for voluntary and regulatory reporting including CSRD, and drive real decarbonization.
Staff / Sr Staff Python Software Engineer SciTecStaff / Sr Staff Python Software EngineerBoulder, COFor over forty-five years, we have supported Department of Defense customers by developing innovative remote sensing algorithms, tools, and techniques to deliver world-class data exploitation capabilities supporting missile defense; intelligence, surveillance, & reconnaissance; space domain awareness; and aircraft survivability missions. Our ideal candidate will have extensive experience with Python, thrive as part of a rapidly paced, collaborative, small-team environment consisting of Scientists, Engineers, and Developers, and be able to prototype, develop, integrate, and test advanced software solutions.
Staff / Sr Staff C++ Software Engineer SciTecStaff / Sr Staff C++ Software EngineerBoulder, COFor over forty-five years, we have supported Department of Defense customers by developing innovative remote sensing algorithms, tools, and techniques to deliver world-class data exploitation capabilities supporting missile defense; intelligence, surveillance, & reconnaissance; space domain awareness; and aircraft survivability missions. The ideal candidate will be well-rounded C++ developer, work well as part of a rapid pace, collaborative, small-team environment, and be able to prototype, develop, integrate, and test advanced software solutions into Government frameworks.
Staff software engineer, sustainability platform Watershed Technology IncStaff software engineer, sustainability platformDenver, COYoull work across multiple problem domains, collaborating closely with product managers, designers, and climate scientists to build systems that are both technically rigorous and genuinely useful to the sustainability professionals who rely on them every day. Companies like Airbnb, Carlyle Group, FedEx, Visa, and Dr. Martens use Watershed to manage climate and ESG data, produce audit-ready metrics for voluntary and regulatory reporting including CSRD, and drive real decarbonization.
Staff Software Engineer CACI International IncStaff Software EngineerAurora, CO$90,300–$189,600 / yearPay Range: There are a host of factors that can influence final salary including, but not limited to, geographic location, Federal Government contract labor categories and contract wage rates, relevant prior work experience, specific skills and competencies, education, and certifications. Ability to collaborate with cross-functional teams including product managers, architects, and other engineers to define, design, and ship new features.
Software Engineer Staff - End-to-End Sim, Space Protection Programs Lockheed Martin CorpSoftware Engineer Staff - End-to-End Sim, Space Protection ProgramsLittleton, CO$113,900–$200,905 / yearPay Rate: The annual base salary range for this position in California, Massachusetts, and New York (excluding most major metropolitan areas), Colorado, Hawaii, Illinois, Maryland, Minnesota, New Jersey, Vermont, Washington or Washington DC is $113,900 - $200,905. Maintain Kubernetes clusters, create and automate deployment of containers using Helm, and support agile development teams by developing and maintaining tools, pipelines, scripts, and environments.
Staff Software Engineer Project CanaryStaff Software EngineerDenver, CO$180,000–$220,000 / yearProject Canary builds high-fidelity sensors, ingests data from various other technologies and sources, and leverages proprietary analytics and models to deliver insights that operators can act on to reduce emissions. The data-driven technology enables energy operators to stop leaks faster, reduce risk, streamline reporting, and differentiate their operations for key stakeholders.
Staff+ Software Engineer - B2B Platform Frontera HealthStaff+ Software Engineer - B2B PlatformSan Francisco, ColoradoWe bring together world-class clinicians, technologists, and autism specialists to build cutting-edge AI tools that help care teams work smarter and spend more time with the children and families who need them most. Experience building and owning production-grade backend services end-to-end, from database design through APIs and integrations.
NewSenior/Staff Software Engineer Sovrn Holdings IncSenior/Staff Software EngineerBoulder, CO$155,000–$185,000 / yearWhat You'll Be Doing: Designing and Architecting Scalable Systems: Lead the design of distributed systems that integrate multiple components and services across Sovrn's product ecosystem. Aligning Technical Strategy: Partner cross-functionally with Product, Design, and Cloud Engineering to ensure architectural decisions align with Sovrn's business strategy and growth goals.
Staff Software Engineer, AI Native Sony Group CorpStaff Software Engineer, AI NativeCORemote$220,000–$240,000 / yearDesign and maintain agent workflows using agentic coding tools (Claude Code, Cursor, Copilot) and the AI-native development framework, ensuring structured, auditable, and high-quality delivery. The actual base salary offered depends on a variety of factors, which may include as, applicable, the qualifications of the individual applicant for the position, years of relevant experience, specific and unique skills, level of education attained, certifications or other professional licenses held, and the location in which the applicant lives and/or from which they will be performing the job.
Staff Software Engineer, UI/UX Bluestaq US ExternalStaff Software Engineer, UI/UXColorado Springs, ColoradoRequired Education: 6+ years of software development with a Bachelor of Science degree OR Associate degree with 2 additional years of experience beyond the minimum required may be substituted in lieu of a degree OR a High School Diploma with 4 additional years of experience beyond the minimum required may be substituted in lieu of a degree. This role blends creativity and technical skill to deliver visually appealing, user-friendly interfaces that improve efficiency, accessibility, and the overall user experience.
Staff software engineer, full-stack WatershedStaff software engineer, full-stackDenver, ColoradoCompanies like Airbnb, Carlyle Group, FedEx, Visa, and Dr. Martens use Watershed to manage climate and ESG data, produce audit-ready metrics for voluntary and regulatory reporting including CSRD, and drive real decarbonization. Next steps can vary by role, but usual next steps are a skill or experience interview (e.g. a coding interview for an engineer, a portfolio review for a designer, deeper experience call for other roles) which leads to a virtual or in person interview panel.
Staff software engineer, full-stack Watershed Technology IncStaff software engineer, full-stackDenver, COCompanies like Airbnb, Carlyle Group, FedEx, Visa, and Dr. Martens use Watershed to manage climate and ESG data, produce audit-ready metrics for voluntary and regulatory reporting including CSRD, and drive real decarbonization. Next steps can vary by role, but usual next steps are a skill or experience interview (e.g. a coding interview for an engineer, a portfolio review for a designer, deeper experience call for other roles) which leads to a virtual or in person interview panel.
Software Engineer Staff OASYS, INC.Software Engineer StaffLittleton, CODesired Skills:- Real Time Operating System (RTOS) experience – (GreenHill or VxWorks)- Knowledge of Agile Software Development- Excellent written and verbal communication skills- Knowledge of Model Base Systems Engineering (MBSE)- Previous experience writing and designing to software requirements. In this role, you will support the software engineering lifecycle following the program Software Development Plan (SDP) to include requirements analysis, object-oriented analysis & design, code & unit test, integration, and support to formal test/delivery.
Staff Software Engineer - Investor/Owner AppFolio IncStaff Software Engineer - Investor/OwnerCO$167,200–$209,000 / yearWho we are looking for: We are looking for a pioneering technical leader to join a young, high-growth, cross-functional product development team, and to help drive the engineering growth and evolution of our Investor segment. You have a track record of leading high-stakes projects from initial ambiguity to successful launch-aligning stakeholders, making tough technical trade-offs, and ensuring long-term system health.