Graduate Machine Learning Engineer

Product, engineering and support teams work out of offices in Linköping, Östergötland County and two nearshore delivery centres. Our engineering group is split into roughly 60 product teams, each owning its services end to end, with on-call shared across time zones.

About the role

Corvane Cloud is hiring for the Graduate Machine Learning Engineer role to take models from notebook to production and keep them working once they're there. Remote within Sweden. The team meets in Linköping once a quarter, travel covered. Weekday working hours, with room to shift your day when needed. Day-to-day communication is in Slack and Google Meet.

In this role you will

• Build training pipelines in PyTorch or TensorFlow and run them on GPUs in AWS, GCP or Azure.
• Monitor models for drift, data quality issues and latency regressions.
• Write clean, tested Python and review teammates' code.
• Document model cards, data sources and known failure modes.
• Handle on-call for the ML services the team owns.
• Maintain feature pipelines and a feature store such as Feast or Tecton.
• Fine-tune open-weight models with LoRA when it beats prompting.

Qualifications

• 0-2 years of software engineering experience, with at least two spent on ML systems in production.
• Comfortable with SQL and large-scale data processing in Spark or Ray.
• BS or MS in computer science, engineering or a related field.
• Understanding of core ML concepts: overfitting, evaluation metrics, bias in training data.
• Experience deploying models as services and monitoring them.
• Hands-on experience with PyTorch, TensorFlow or JAX.

Preferred qualifications

• CUDA or Triton kernel experience.
• Distributed training with DeepSpeed or FSDP.

Salary range: SEK 32,000-SEK 41,000 monthly

Perks and benefits

• Private health insurance.
• Occupational pension.
• Five weeks of annual leave.
• Flexible working hours.

Include your expected salary and earliest start date with your application.

If you are shortlisted, we will reach out to set up a first call.

Start: Within 30 days.

Demo job created on 11jobs for testing and demonstrations. It is not an actual opening at Corvane Cloud AB.