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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