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Senior Machine Learning Engineer

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Instabee

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Location:
Sweden; Norway , Stockholm

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Contract Type:
Not provided

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Salary:

Not provided

Job Description:

Every parcel we deliver starts with a prediction. At Instabee, our Predictions Team builds the forecasting engines that power one of Europe's fastest-growing logistics networks — from delivery volume predictions to real-time resource scheduling across five markets. We work end-to-end. That means you won't hand off a notebook and call it done. You'll own the full lifecycle: data discovery, model development, production deployment, and ongoing monitoring.

Job Responsibility:

  • Design & Develop — Build and refine time-series and ML models that predict delivery volumes with high precision
  • Productionize — Take full ownership of deployment via robust CI/CD pipelines into production environments
  • Architect Infrastructure — Use containerization and orchestration tools to ensure prediction services scale with the business
  • Data Engineering — Collaborate on data collection and preprocessing logic
  • Monitor & Optimize — Track performance drift and maintain system health across deployed models

Requirements:

  • Strong skills in Python and SQL
  • Strong command of time-series forecasting, neural networks, and tree-based models — built, shipped, and monitored in production
  • Hands-on experience with Docker and Kubernetes — containerizing and orchestrating ML workloads in production
  • Proficiency in GCP (or similar) and Terraform — managing cloud infrastructure as code

Nice to have:

  • Practical experience with stream processing (PubSub or similar) — building pipelines that power real-time predictions
  • Background in logistics or supply chain — you understand the operational reality behind the data
  • Hands-on experience with Python libraries such as Polars, Prophet, NeuralProphet, or PyTorch — applied to real forecasting challenges
  • Experience with orchestration tools such as Argo Workflows — scheduling and managing ML pipelines at scale
What we offer:
  • Sky-high office with a 360° view over Stockholm
  • Flexible hybrid setup
  • Hack Days twice a year
  • Dog-friendly workplace
  • Wednesday Tech Breakfasts
  • Regular Tech Demos to stay close to what's coming next
  • Paid licenses for advanced dev tools and AI coding agents
  • Six months parental pay top-up
  • Your birthday off — every year

Additional Information:

Job Posted:
March 24, 2026

Employment Type:
Fulltime
Work Type:
Hybrid work
Job Link Share:

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