Software Architect - Machine Learning
Beyond Sports6 months ago
Alkmaar, NetherlandsStaff+
Responsibilities
- Shape architecture, technical direction, and implementation strategy for machine-learning products and platforms.
- Design scalable inference pipelines, motion-synthesis systems, real-time data-processing solutions, and cloud-hosted ML services.
- Build proofs of concept and evaluate technical approaches for complex ML and architecture challenges.
- Review model deployment strategies and support production serving, monitoring, and retraining.
- Guide engineering teams and squads through technical implementation, architecture, and integration challenges.
- Ensure solutions are scalable, reusable, maintainable, and aligned with engineering standards.
- Collaborate with ML engineers, technical leads, product teams, artists, and other multidisciplinary stakeholders.
Requirements
- Strong experience in machine-learning engineering, software architecture, or technical leadership.
- Deep expertise in ML systems, data pipelines, backend engineering, or cloud infrastructure.
- Experience deploying ML systems into production, including serving, monitoring, and retraining.
- Familiarity with MLflow, CI/CD workflows, and model monitoring.
- Experience with AWS, Azure, or GCP.
- Experience with sequence models such as transformers or RNNs, or generative models such as diffusion, flow, or GANs.
- Hands-on experience building and training deep-learning models in PyTorch.
- Strong understanding of scalable APIs, cloud-native systems, and modern engineering practices.
- Experience creating proofs of concept and evaluating technical approaches.
- Ability to communicate technical solutions to technical and non-technical audiences.
- Experience collaborating across multidisciplinary engineering teams.
- Willingness to work on-site in the Alkmaar office.
- Experience with spatiotemporal, time-series, or motion/trajectory data is a strong plus.
- Understanding of real-time systems, motion synthesis, or 3D graphics pipelines is preferred.
- Experience with Unity or other game engines is preferred.
Benefits
- 25 days of paid leave per year.
- Pension program.
- Lunch included.
- Gym card, fresh fruit, coffee, and Friday drinks.
- Bi-monthly team outings and office games.
- On-site work in the Alkmaar office.
- Sony Benefits and other workplace perks.
Tech Stack
Categories