ML Engineer, Search Ranking

Corvane Cloud has an opening for an ML Engineer, Search Ranking. This hire will help build out our ML platform: feature store, training pipelines, model registry and deployment. ML engineering role focused on pipelines, serving and monitoring. You'll work alongside data scientists rather than replace them. Remote position. Most of the team is in Linköping, but nobody is required to come in. Weekday working hours, with room to shift your day when needed. We use Slack, Notion and Google Meet. Cameras on for team calls.

Your responsibilities

• Cut inference cost with quantization, batching and caching
• Fine-tune open-weight models with LoRA when it beats prompting
• Orchestrate pipelines with Kubeflow, SageMaker Pipelines, Vertex AI or Airflow
• Monitor models for drift, data quality issues and latency regressions
• Track experiments, artifacts and versions in MLflow or Weights & Biases
• Deploy models behind low-latency APIs with FastAPI, Triton, TorchServe or vLLM

Requirements

• 3+ years of software engineering experience, with at least two spent on ML systems in production
• BS or MS in computer science, engineering or a related field
• Understanding of core ML concepts: overfitting, evaluation metrics, bias in training data
• Comfortable with SQL and large-scale data processing in Spark or Ray
• Experience deploying models as services and monitoring them
• Strong Python and solid engineering habits (testing, packaging, code review)

Pluses

• CUDA or Triton kernel experience
• Published papers or open source ML contributions

What we offer

• Private health insurance
• Occupational pension
• Parental leave top-up
• Training budget
• Flexible working hours

Who we are

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.

This posting may close early if we receive enough applications.

Start: Immediately.

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