Platform Engineer
Motorica is at a breakthrough moment.
We are revolutionizing the game animation industry with products rooted in our proprietary AI models, delivering AAA quality character animations to game studios at a fraction of the traditional cost and time. We are scaling rapidly due to early demand from major game studios.
Combining our proprietary motion capture data with state of the art diffusion models, Motorica lets teams generate dynamic, lifelike motion in minutes instead of weeks. We remove one of the biggest bottlenecks in game and cinematic production and empower studios to focus on creativity, iteration and building truly living worlds.
The Role
We are looking for a Platform Engineer to take ownership of Motorica's cloud infrastructure and developer platform. This is a leadership role — you will be the technical authority on how our systems are built, deployed, secured, and scaled.
Our infrastructure spans a multi-cloud environment managed entirely through Infrastructure as Code, covering GPU-accelerated ML serving, event-driven pipelines, API gateways, managed databases, self-hosted CI/CD runners, compliance tooling, and multi-environment deployments. We operate at the intersection of platform engineering and ML infrastructure, and we need someone with deep expertise to drive this forward.
What You'll Own
Infrastructure as Code: Design, build, and maintain reusable IaC modules across a multi-cloud environment. Manage multi-environment deployments with proper state management, versioning, and security boundaries.
CI/CD & Developer Experience: Own our deployment pipelines and monorepo build system. Streamline the path from code to production and improve developer self-service.
ML Infrastructure & GPU Workloads: Maintain and scale our GPU-accelerated ML serving layer, experiment tracking, and ML job orchestration on Kubernetes.
Cloud Platform & Networking: Manage API gateways, load balancers, DNS, VPC networking, and our multi-cloud footprint including IAM and credential federation.
Security & Compliance: Own our security posture: compliance tooling, threat detection, audit trails, least-privilege IAM, and secrets management across all environments.
Reliability & Observability: Own monitoring, alerting, SLOs/SLIs, incident response tooling, and status page infrastructure.
Cost Management: Optimize cloud spend across GPU workloads, Kubernetes clusters, storage, and compute. Maintain budget monitoring and alerting.
What We're Looking For
Must Have
5+ years of experience in Platform Engineering, SRE, or DevOps — ideally in a high-growth or AI/ML-heavy environment.
Deep cloud infrastructure expertise across at least one major cloud provider, with working knowledge of a second. Experience with managed compute, serverless, managed databases, messaging, IAM, networking, secrets management, and monitoring.
Strong IaC skills: you've designed module libraries, managed multi-environment state, and understand the difference between good and great infrastructure code. Experience with Terraform or OpenTofu.
Kubernetes experience: you've operated clusters in production, managed Helm deployments, and understand node pool autoscaling, workload identity, and cluster networking.
CI/CD expertise: GitHub Actions or equivalent, OIDC-based authentication, self-hosted runners, automated infrastructure pipelines. You've built plan/apply workflows with proper security controls.
Networking fundamentals: load balancers, VPC networking, DNS management, SSL/TLS, API gateways. You understand how traffic flows from the internet to a container.
Security mindset: IAM least-privilege, secrets management, compliance tooling, audit logging, email authentication. You think about blast radius.
Autonomous and expert: you identify gaps, propose solutions, and execute. You bring deep domain expertise and can make sound architectural decisions independently.
Strong communication skills: you'll interface with backend, frontend, and ML engineers daily. You translate infrastructure into clarity, not complexity.
Nice to Have
Experience with GPU workloads in the cloud (inference servers, GPU scheduling, multi-container patterns).
Familiarity with MLOps tooling (experiment tracking, ML job orchestration, model registries).
Experience with monorepo build systems (Pants, Bazel, Buck).
Knowledge of Python and/or Go — enough to understand the services you're deploying and contribute to build tooling.
Experience with event-driven architectures (message queues, event triggers, workflow orchestration).
Experience implementing FinOps practices (cost allocation, budget alerts, reserved capacity planning).
What We Offer
Competitive compensation — we value this role highly.
Stock Options program — you're building the foundation, you should own a piece of it.
Shape the platform — you define the standards, tooling, and culture.
Work directly with world-class AI researchers and engineers solving cutting-edge problems in gaming and animation.
Retirement Plan
Health Benefits (5,000 SEK/year)
Life Insurance / Health Insurance / Injury Insurance
Why Join Us?
You will be the person who makes everything else possible. Every ML model we serve, every animation we generate, every API call from a game studio — it all runs on the platform you build and maintain.
If you excel in this role, you will find no shortage of opportunities to grow with us as we scale globally. You will work directly with the most creative teams in gaming, see the impact of your work immediately, and help define a new era of generative animation.
This is a rare opportunity to join a company at the intersection of AI and gaming, where the infrastructure challenges are genuinely interesting — multi-cloud orchestration, GPU workloads at scale, event-driven ML pipelines — and where your work has direct, visible impact on the product.
- Department
- Machine Learning / Development
- Locations
- Stockholm HQ
- Remote status
- Hybrid
About Motorica
Motorica is rewriting the rules of character animation, removing the trade-off between cost and speed through groundbreaking research in generative AI and motion synthesis.
We are a Stockholm-based AI company specializing in generative animation for 3D character motion. Founded to meet the growing demand for scalable, high-quality animation, Motorica develops cutting-edge technology that merges machine learning, motion capture, and compatibility with industry-standard tools such as motion matching.
Motorica is growing fast, and we’re always on the lookout for new talent. With a diverse team representing more than 13 nationalities & languages, our people are the driving force behind our success on the global stage.
Motorica’s culture is how we show up for each other and for our customers. It guides our decisions, behaviors, and goals.
Daring
Kindness
Transparency
Ownership
Join the journey
Explore our open positions, or send us an open application to let us know you're interested . Join us and help shape the future of technology.