Senior Machine Learning Engineer

Who we are

Most of what we build is back-office software for property managers, including lease tracking, work orders and tenant payments.

About the role

We're looking for a Senior Machine Learning Engineer to join our team. This is a remote role. The operations team trains and serves models that run on every customer request. We need someone who cares about latency as much as accuracy. You can work from home anywhere in Finland. We have no office requirement.

In your first few months you will

• Handle on-call for the ML services the team owns
• Orchestrate pipelines with Kubeflow, SageMaker Pipelines, Vertex AI or Airflow
• 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
• Cut inference cost with quantization, batching and caching
• Track experiments, artifacts and versions in MLflow or Weights & Biases

What we're looking for

• 5-7 years of software engineering experience, with at least two spent on ML systems in production
• Experience deploying models as services and monitoring them
• Comfortable with SQL and large-scale data processing in Spark or Ray
• Hands-on experience with PyTorch, TensorFlow or JAX
• Understanding of core ML concepts: overfitting, evaluation metrics, bias in training data
• BS or MS in computer science, engineering or a related field

Compensation and benefits

• Occupational pension
• Five weeks of annual leave
• Lunch benefit
• Wellness allowance
• Flexible working hours

Start: Immediately.

Demo job created on 11jobs for testing and demonstrations. It is not an actual opening at Seppälä Labs Oy.