At Milestone System we are dedicated to making the world see. As a leading provider of data-driven video technology software, we empower people, businesses, and societies with innovative solutions that enhance security, efficiency, and insight.
AI Harness Engineer
Location
Denmark
Posted
1 day ago
Salary
0
Seniority
Senior
Job Description
AI Harness Engineer
Milestone Systems A/S
AI Harness Engineer (Senior/Principal) About the role We've had real wins with AI at Milestone, but they've mostly stayed inside the teams that found them. We're looking for someone to take what's working and build it into a platform the whole engineering organization can rely on. The work sits in the layer around the models: the gateway, agent tooling, context handling, evaluations, guardrails, observability, and cost controls that make AI dependable for real engineering work. You'll own that layer, not just run it, but set the technical standards and reference architectures other teams build against. The first phase is our internal development environment. From there, you'll bring the same rigor to the AI features going into our products, working alongside the teams that own them. Part of the job is being straight with us about where AI doesn't help, not only where it does. On level: we're open at both senior and principal. At senior, we expect you to build and operate this platform. At principal, we additionally expect you to set the technical direction for AI-assisted engineering across the organization — the person other staff and principal engineers argue with and come away convinced by. What you'll do - Own the AI engineering platform: the model gateway, agent loops, context handling, tool integrations, caching and guardrails, along with the identity, secrets handling, and audit trails around them. This is production infrastructure serving the whole engineering organization, with the availability and security expectations that implies. - Define the technical standards and reference architectures for AI-assisted development: how teams integrate agents into their workflows, what good looks like for context and evaluation, which patterns we support and which we don't. - Build the observability layer. Trace an agent run end to end, so that when something fails we can say whether it was the model, the context, the tool call, or the code — and act on the answer. - Take the experiments already working somewhere in the company and turn them into something other teams can pick up and run with. - Stand up the evaluations and cost tracking we need to tell whether a given tool is pulling its weight. - Own the build-versus-buy recommendations. We should buy most infrastructure; the parts tied to our products, or to our on-prem and compliance requirements, are where building may make sense. - Make it run where we run. On-prem and air-gapped deployment is a first-class design constraint here, not an edge case. - In the second phase, work with product teams to bring the same approach to customer-facing AI features, inside EU AI Act and GDPR. - Get engineers on board the right way — by showing them, pairing with them, and writing things down — so the change outlasts you. What you'll bring - Time spent as a staff engineer or senior IC building and operating distributed production systems: API and service boundaries, failure modes under load, observability, and the security work that comes with handling credentials and sensitive source code. - Real, hands-on familiarity with today's AI coding tools (Claude Code, Cursor, Copilot, Codex and the like) and the craft around them: context engineering, prompting, caching, tool use, memory, and the rest of it. - Experience putting an LLM-based system into production and keeping it there: evaluation, failure modes, latency, cost, and what breaks once real traffic arrives. Internal platforms count as production. - Strong fundamentals. When an agent fails, you can work out why and fix it rather than just file a ticket. - A habit of treating token and compute spend as a real budget, and a sense of how to bring cost-per-task down. - Some history measuring this kind of work — adoption, quality, productivity, or ROI — using frameworks like DX Core 4 or DORA. - The presence to stand in front of experienced, skeptical engineers, have the hard conversation, and still bring them with you. - A view that AI is a powerful tool but that engineering judgment is what makes the difference, plus enough curiosity to keep up as the field shifts. Nice to have - You've shipped agentic features in a product customers actually use. - Experience building or operating under EU AI Act or GDPR requirements. - You've run an internal model gateway, LLM monitoring, or evaluation tooling at organizational scale. - Experience with on-prem or air-gapped deployments. About the team You'll join a new team in the Experience Development Organization, set up to put Milestone on the front edge of AI-assisted development. The team is being built now: you'll work alongside other AI Harness Engineers as it grows, and closely with engineering teams across the organization. [Add current and planned team size, and who the role reports to.] What we offer - Individual development plans aligned with your career goals - Access to training, learning resources, certifications, and professional development - Flexible hybrid working arrangements - Supportive leadership and regular feedback - Opportunities for cross-functional and international collaboration - A People First culture built on trust, inclusion, and empowerment - Social activities and spaces to connect with colleagues across the organization Practical details Please note that applying for this position requires a valid Danish work visa. We encourage you to submit your CV in English as soon as possible. Applications will be reviewed on an ongoing basis, and the position will remain open until the right candidate has been identified. At Milestone Systems, we are committed to providing an inclusive and unbiased recruitment process where all employment decisions are based on qualifications, experience, and potential. Application Process Please note that applying for this position requires a valid Danish work visa. We encourage you to submit your CV in English as soon as possible. Applications will be reviewed on an ongoing basis, and the position will remain open until the right candidate has been identified. At Milestone Systems, we are committed to providing an inclusive and unbiased recruitment process where all employment decisions are based on qualifications, experience, and potential About us Milestone Systems is a leading provider of data-driven video technology software. Our portfolio includes XProtect video management software, Arcules video surveillance as a service, and BriefCam analytics. We amplify what organizations of any size can see, do, and achieve with video. Guided by our People First mindset — freedom, inclusion, and togetherness — we always consider our employees, partners, and communities in everything we do.
Related Guides
Related Job Pages
More Software Engineer Jobs
Senior WordPress Developer
VERDURE GmbHWir sind #herzblutonliner. Warum? Weil unsere Begeisterung für das Digitale und der freundschaftliche Umgang miteinander uns ausmachen. Seit 2001 entwickeln wir bei VERDURE digitale Lösungen, bei denen der Mensch im Mittelpunkt steht – ob als Nutzer, Mitarbeiter oder Kunde. Durch ganzheitliche Beratung und Planung verschmelzen wir UX-Design, Webentwicklung und Online-Marketing zu zielgerichteter Digitalkompetenz.
Role Description Wir suchen ab sofort zur Verstärkung unseres Teams einen kreativen und lösungsorientierten WordPress- & WooCommerce-Entwickler (m/w/d) in Vollzeit/Teilzeit (wahlweise Remote oder Stuttgart, Berlin oder Hamburg). Du brennst für E-Commerce und sauberen Code? Dann gestalte mit uns die digitalen Shopsysteme von morgen! - Entwicklung: Konzeption, Entwicklung und Betreuung maßgeschneiderter WordPress-Websites und WooCommerce-Onlineshops. - Technische Beratung und Schulung unserer Kunden. - Schnittstellen: Anbindung von Drittsystemen (z. B. ERP, CRM, Zahlungsanbieter und Versanddienstleister) via API. - Integration und Templating in Wordpress. - Konfiguration und Erweiterung von Wordpress-Plugins. - Optimierung und Qualitätssicherung: Verantwortung für die Performance-Optimierung, Ladezeiten Verbesserung und Sicherstellung der Mobile Responsiveness. - Wartung: Durchführung von Updates, Sicherheitsanalysen und Fehlerbehebung im laufenden Betrieb. Qualifications - Sicherer Umgang mit WordPress: Integration, Konfiguration sowie Templating mit Gutenberg und Nectarblocks. - Eigeninitiative und Qualitätsbewusstsein mit End-to-End-Verantwortung für das Kundenergebnis. - Responsive Webdesign mit HTML5, SCSS und JavaScript, Webpack, ECMAScript 6. - Konzeption und Umsetzung von komplexen Datenstrukturen und Schnittstellen. - Effektive und effiziente Nutzung von AI-Entwicklungswerkzeugen. - Sicherer Umgang mit PHP, MySQL und GIT. - Sprachen: Sehr gute Deutsch- und Englischkenntnisse in Wort und Schrift. Benefits - Spannende Projekte: Abwechslungsreiche Aufgaben mit hoher Eigenverantwortung für namhafte Kunden. - Tolles Arbeitsklima: Ein motiviertes, kollegiales Team mit flachen Hierarchien. - Flexibilität: Flexible Arbeitszeiten, Homeoffice-Optionen (bis zu 100 % möglich) und moderne Arbeitsmittel. - Weiterbildung: Möglichkeiten zur fachlichen und persönlichen Weiterentwicklung. Contact Haben wir dein Interesse geweckt? Dann sende uns deine vollständigen Bewerbungsunterlagen inklusive Gehaltsvorstellung und frühestmöglichem Eintrittstermin an herzblut@verdure.com . Dein Ansprechpartner ist Torsten Lohr. Company Description Wir sind #herzblutonliner. Warum? Weil unsere Begeisterung für das Digitale und der freundschaftliche Umgang miteinander uns ausmachen. Seit 2001 entwickeln wir bei VERDURE digitale Lösungen, bei denen der Mensch im Mittelpunkt steht – ob als Nutzer, Mitarbeiter oder Kunde. Durch ganzheitliche Beratung und Planung verschmelzen wir UX-Design, Webentwicklung und Online-Marketing zu zielgerichteter Digitalkompetenz.
Role Description We’re looking for a skilled .NET C# Developer. If you’re passionate about building secure, scalable APIs, working with established systems while helping guide our shift toward the cloud, and are excited by the opportunity to explore machine learning integration—this is your chance to be part of something that truly matters. Qualifications - 3+ years of professional experience in .NET C# development - Proficiency with Entity Framework (preferably EF Core) - Strong command of SQL, including complex query writing and optimization - Experience building RESTful APIs with ASP.NET or ASP.NET Core - Familiarity with version control systems, especially Git - Solid problem-solving and debugging skills - Ability to communicate effectively and work independently or as part of a team Requirements - Exposure to Azure services such as App Services, Azure SQL, and Azure Functions - Basic understanding of machine learning model integration via APIs or Azure ML - Familiarity with OData, microservices, and distributed systems concepts - Experience writing unit tests (e.g., xUnit, NUnit, MSTest) - Knowledge of CI/CD practices, especially using GitHub Actions - Interest or experience in DevOps practices and automation Benefits - API Development: Design, build, and maintain RESTful APIs using .NET C#, focusing on performance, reliability, and security. - Entity Framework & SQL: Develop efficient data models using Entity Framework Core, and write optimized SQL queries for relational databases like SQL Server. - Cloud Transition Support: Contribute to new development efforts that utilize Azure services (e.g., Azure Functions, App Services, Azure SQL) as we begin migrating from on-prem infrastructure. - Machine Learning Integration: Collaborate with stakeholders to integrate machine learning models via RESTful APIs or Azure ML services. - Clean, Maintainable Code: Follow best practices to write testable, maintainable, and well-documented code. - Cross-Team Collaboration: Work closely with fellow developers and business partners to deliver secure, scalable solutions. - CI/CD Practices: Support continuous integration and delivery efforts using tools like GitHub Actions. - Problem Solving: Investigate and resolve performance issues, bugs, and bottlenecks in existing systems. Company Description Established in 2011, Trinetix is a dynamic tech service provider supporting enterprise clients around the world. Headquartered in Nashville, Tennessee, we have a global team of over 1,000 professionals and delivery centers across Europe, the United States, and Argentina. We partner with leading global brands, delivering innovative digital solutions across Fintech, Professional Services, Logistics, Healthcare, and Agriculture. Our operations are driven by a strong business vision, a people-first culture, and a commitment to responsible growth. We actively give back to the community through various CSR activities and adhere to international principles for sustainable development and business ethics.
Role Description We’re looking for a skilled .NET C# Developer. If you’re passionate about building secure, scalable APIs, working with established systems while helping guide our shift toward the cloud, and are excited by the opportunity to explore machine learning integration—this is your chance to be part of something that truly matters. Qualifications - 3+ years of professional experience in .NET C# development - Proficiency with Entity Framework (preferably EF Core) - Strong command of SQL, including complex query writing and optimization - Experience building RESTful APIs with ASP.NET or ASP.NET Core - Familiarity with version control systems, especially Git - Solid problem-solving and debugging skills - Ability to communicate effectively and work independently or as part of a team Requirements - Exposure to Azure services such as App Services, Azure SQL, and Azure Functions - Basic understanding of machine learning model integration via APIs or Azure ML - Familiarity with OData, microservices, and distributed systems concepts - Experience writing unit tests (e.g., xUnit, NUnit, MSTest) - Knowledge of CI/CD practices, especially using GitHub Actions - Interest or experience in DevOps practices and automation Core Responsibilities - API Development: Design, build, and maintain RESTful APIs using .NET C#, focusing on performance, reliability, and security. - Entity Framework & SQL: Develop efficient data models using Entity Framework Core, and write optimized SQL queries for relational databases like SQL Server. - Cloud Transition Support: Contribute to new development efforts that utilize Azure services (e.g., Azure Functions, App Services, Azure SQL) as we begin migrating from on-prem infrastructure. - Machine Learning Integration: Collaborate with stakeholders to integrate machine learning models via RESTful APIs or Azure ML services. - Clean, Maintainable Code: Follow best practices to write testable, maintainable, and well-documented code. - Cross-Team Collaboration: Work closely with fellow developers and business partners to deliver secure, scalable solutions. - CI/CD Practices: Support continuous integration and delivery efforts using tools like GitHub Actions. - Problem Solving: Investigate and resolve performance issues, bugs, and bottlenecks in existing systems. Company Description Established in 2011, Trinetix is a dynamic tech service provider supporting enterprise clients around the world. Headquartered in Nashville, Tennessee, we have a global team of over 1,000 professionals and delivery centers across Europe, the United States, and Argentina. We partner with leading global brands, delivering innovative digital solutions across Fintech, Professional Services, Logistics, Healthcare, and Agriculture. Our operations are driven by a strong business vision, a people-first culture, and a commitment to responsible growth. We actively give back to the community through various CSR activities and adhere to international principles for sustainable development and business ethics.
Title: Senior Software Engineer Job Id: 169793 Job Location: Remote Job Description: Piper Companies is hiring a Senior Software Engineer for a community-based primary care organization. The Senior Software Engineer will help promote and execute a primary care model that produces measurable outcomes across different platforms. The Senior Software Engineer position is fully remote with occasional travel. Responsibilities of the Senior Software Engineer: - Design core platform services, applications, and artificial intelligence workflows with a primary focus on performance and reliability. - Apply AI tools for generating code, specific testing, and automation to strengthen delivery quality and speed. - Contribute to greenfield architecture, service boundaries, infrastructure directions, and technology choices. - Apply and practice secure coding and improve SDLC processes, CI/CD, and performance standards. Requirements of the Senior Software Engineer: - 5+ years of experience creating and manufacturing scalable, performance systems across multiple channels. - Bachelor''s degree in Computer Science, Mathematics, or similar fields. - Experience using AI for daily workflow, along with proficiency in React, Node, Postgres, and AWS</li> - Must be comfortable with system designs and live coding. Compensation for the Senior Software Engineer: - $170,000-$180,000 - 10% bonus - Full Comprehensive Benefits: Health, Vision, Dental, PTO, Paid Holiday and Sick Leave if Required by Law Keywords: Software engineer, software developer, senior software engineer, AI, remote, wfh, work from home, AWS, React, Node, Postgres, Greenfield, Software #LI-EB1 #REMOTE
