Senior Cloud Engineer

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Join Milestone and build technology that pushes boundaries and empowers businesses worldwide.
Impact & Purpose
Impact & Purpose
Do you want to contribute to the AI computer vision of 2026 and beyond? If you envision that your next role will shape the future of visual machine learning and do it responsibly and with real-world impact… then please keep reading!
Location: Copenhagen (Hybrid)
Location: Copenhagen (Hybrid)
Role Summary
Role Summary
As a Senior Cloud Engineer in Hafnia, you will be responsible for setting up and preparing our operation in data centers and AI factories. Your expertise will blend system admin and cloud vision to make Hafnia services available and secure in compute powerhouse as well as on prem servers. You will become a member in our cross-functional team to drive model deployments, ensuring best practices and compliance with industry standards.
Senior Cloud Engineer
Hafnia
What you will do
What you will do
  • Test and define requirements for data centers and on-prem servers alike, including GPU servers, storage, networking, IAM, and ML hardware
  • Deploy and maintain VLM inference environments, ensuring replicability, stability, security, and high performance
  • Define, build and manage local model serving platforms, including load balancing, autoscaling, GPU scheduling, and observability
  • Implement infrastructure automation for provisioning, configuration, and monitoring of compute clusters
  • Optimize hardware utilization, latency, throughput, and memory footprint for ML inference workloads
  • Collaborate with our Computer vision exports to support model integration, upgrades and environment customization.
  • Ensure data security, access control, and compliance across environments hosting

  • Test and define requirements for data centers and on-prem servers alike, including GPU servers, storage, networking, IAM, and ML hardware
    Deploy and maintain VLM inference environments, ensuring replicability, stability, security, and high performance
    Define, build and manage local model serving platforms, including load balancing, autoscaling, GPU scheduling, and observability
    Implement infrastructure automation for provisioning, configuration, and monitoring of compute clusters
    Optimize hardware utilization, latency, throughput, and memory footprint for ML inference workloads
    Collaborate with our Computer vision exports to support model integration, upgrades and environment customization.
    Ensure data security, access control, and compliance across environments hosting
    What you bring to the team
    What you bring to the team
  • Deep expertise in server hardware, including GPUs (NVIDIA A/H-series), NICs, storage buses etc.
  • Advanced knowledge in Linux systems engineering, lowlevel debugging and optimization
  • Expertise with containerization & orchestration (Docker, Kubernetes, K8s GPU operators)
  • Solid understanding of MLOps infrastructure, including model serving, GPU scheduling, caching, quantization, and monitoring.
  • Knowledge of onprem deployment automation and deployment
  • Ability to optimize inference/runtime performance through GPU tuning, quantization, and rightsizing models.
  • Comfortable working across hardware, OS, network, and ML layers
  • Sharp production of documentation, runbooks, monitoring dashboards, and operational processes for ML systems.

  • Deep expertise in server hardware, including GPUs (NVIDIA A/H-series), NICs, storage buses etc.
    Advanced knowledge in Linux systems engineering, lowlevel debugging and optimization
    Expertise with containerization & orchestration (Docker, Kubernetes, K8s GPU operators)
    Solid understanding of MLOps infrastructure, including model serving, GPU scheduling, caching, quantization, and monitoring.
    Knowledge of onprem deployment automation and deployment
    Ability to optimize inference/runtime performance through GPU tuning, quantization, and rightsizing models.
    Comfortable working across hardware, OS, network, and ML layers
    Sharp production of documentation, runbooks, monitoring dashboards, and operational processes for ML systems.
    How will you make a difference
    How will you make a difference
  • 5+ years in infrastructure, cloud, or systems engineering, including hands-on management of computer hardware and background in storage, networking, and eventually virtualization for data intensive ML workloads.
  • Experience running GPU accelerated clusters, ML training servers, or on prem AI/LLM deployments at scale.
  • Track record deploying LLMs or VLMs in both online and offline environments with strict security/compliance constraints.
  • Experience building high availability, high throughput compute environments for AI workloads.

  • 5+ years in infrastructure, cloud, or systems engineering, including hands-on management of computer hardware and background in storage, networking, and eventually virtualization for data intensive ML workloads.
    Experience running GPU accelerated clusters, ML training servers, or on prem AI/LLM deployments at scale.
    Track record deploying LLMs or VLMs in both online and offline environments with strict security/compliance constraints.
    Experience building high availability, high throughput compute environments for AI workloads.
    About our team
    About our team
    You will join about 35 fantastic colleagues in a fast-growing and international team that besides the engineering core counts profiles across go-to-market, community, product, compliance, design and strategy. We operate as an autonomous product team and share an entrepreneurial mindset and a firm belief that we can cover new grounds to the benefit of the world. We work with trust, collaboration and flexibility as our foundations.
    What we offer
    What we offer
  • Opportunities for professional growth and development.
  • A supportive company culture and inclusive workplace environment.
  • Daily meals, snacks, and beverages in our canteen.
  • Office amenities such as company bikes, a gym, massages, and Friday gatherings.
  • Monthly company events for team bonding and enjoyment.

  • Opportunities for professional growth and development.
    A supportive company culture and inclusive workplace environment.
    Daily meals, snacks, and beverages in our canteen.
    Office amenities such as company bikes, a gym, massages, and Friday gatherings.
    Monthly company events for team bonding and enjoyment.

    Apply Now
    Apply Now
    We would like to receive your pictureless CV in English; a short custom summary may be integrated into your resume. If you have any questions, you are very welcome to contact Fulgencio Navarro – Senior Platform Engineering Manager – Phone: +[xxxxx]We would like you to start as soon as possible, and we will hire on an ongoing basis as we interview candidates.
    Join us in shaping the future of computer vision through engineering and innovation. Let’s build products, services and your career in a meaningful way together!
    About us
    About us
    Hafnia is a team within Milestone, an international company with development sites in Denmark, Bulgaria, Spain and offices all over the world. We are technology driven as we are developing and maintaining one of the most advanced video management software in the world. Innovation is not only important for us. It is a part of our DNA just as responsible use of technology which we actively support. We believe in trust, mutual respect, a healthy work life balance and room for all voices to be acknowledged. As such, we expect you to engage, speak up, and make a difference for your team, our customers, and yourself. Read more at [xxxxx] [xxxxx] Hafnia specific information.


    Information og data

    Denne ledige stilling har jobtypen "Softwareudvikler", og befinder sig i kategorien "Informationsteknologi".

    Arbejdsstedet er beliggende i København

    Jobbet er oprettet på vores service den 2.2.2026, men kan have været deaktiveret og genaktiveret igen.

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