ML Platform Engineer: Scalable Pipelines & Serving

Skillsearch; Helsinki; On-site; EUR 144,000 - 156,000; Full time

Job summary

Skillsearch in Helsinki is seeking an experienced Machine Learning Engineer to build scalable ML infrastructure and serving systems for game-wide personalization at scale. You will partner with data scientists, ML engineers and platform teams to operationalize ML workflows and deploy reliable services.

Focus areas include training, deployment, monitoring, and observability. The role is on-site in Helsinki with a 3-month contract and potential extension, offering exposure to high-traffic,

Qualifications

• 5+ years in Machine Learning Engineering and platform work.
• Experience building scalable ML pipelines and infra.
• Strong cloud and distributed systems background.
• Proven ability to ship reliable, production ML services.

Responsibilities

• Design and build automated, production-grade ML workflows.
• Develop reusable platform capabilities for multiple teams.
• Build shared APIs, services and infrastructure for ML apps.
• Improve standardisation and scalability across ML systems.

Skills

Machine Learning Engineering

ML Platform Engineering

MLOps

Data Infrastructure

Distributed Systems

Tools

Python

Spark

Databricks

Ray

Redis

Tecton

Ray Serve

FastAPI

Triton Inference Server

AWS

GCP

Docker

Kubernetes

Terraform

GitHub Actions

Jenkins

Grafana

Prometheus

MLflow

Weights & Biases

PyTorch

TensorFlow

ONNX

Job description

Skillsearch in Helsinki is seeking an experienced Machine Learning Engineer to build scalable ML infrastructure and serving systems for game-wide personalization at scale. You will partner with data scientists, ML engineers and platform teams to operationalize ML workflows and deploy reliable services.

Focus areas include training, deployment, monitoring, and observability. The role is on-site in Helsinki with a 3-month contract and potential extension, offering exposure to high-traffic,