Senior Geospatial Data Scientist — Production ML & Privacy

Apple Inc.; Malmö kommun; On-site; SEK 900,000 - 1,300,000; Full time

Job summary

Apple Inc. in Malmö, Sweden, is seeking a data scientist specializing in machine learning and AI with a strong geospatial focus. You will navigate large-scale spatiotemporal datasets, model them, and translate results into decisions while upholding privacy.

You’ll own analyses from exploration through production handoff, communicate with non-technical stakeholders, and collaborate with engineering teams to scale prototypes into services. English required, on-site in Malmö.

Qualifications

• Hands-on data science experience with production-ready models.
• Strong geospatial fundamentals and CRS awareness, with GeoPandas/Shapely/PySAL familiarity.
• Experience with raw sensor data and deriving robust signals.
• Modeling range with classical and time-series tools; know when deep learning is needed.

Responsibilities

• Own analyses and models from exploration to production handoff.
• Turn patterns into actionable metrics for non-technical stakeholders.
• Collaborate with engineering teams to deploy scalable solutions.
• Document, reproduce, and validate analyses; write clearly.

Skills

Geospatial fundamentals

GeoPandas

Shapely

PySAL

scikit-learn

XGBoost

Prophet

ARIMA

PyTorch

PostGIS

Apache Sedona

Python

Distributed processing

Tools

GeoPandas

Shapely

PySAL

scikit-learn

XGBoost

Prophet

ARIMA

PyTorch

PostGIS

Apache Sedona

Job description

Apple Inc. in Malmö, Sweden, is seeking a data scientist specializing in machine learning and AI with a strong geospatial focus. You will navigate large-scale spatiotemporal datasets, model them, and translate results into decisions while upholding privacy.

You’ll own analyses from exploration through production handoff, communicate with non-technical stakeholders, and collaborate with engineering teams to scale prototypes into services. English required, on-site in Malmö.