ML / Computer-Vision Engineer — Earth Observation

Publiceringsdatum: 2025-09-24

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För detta jobb är Täby den angivna tjänsteorten. Centersource Technologies AB har just nu ett ledigt jobb som dataingenjör. Låt Centersource Technologies AB hjälpa dig att uppnå dina karriärmål som dataingenjör! Ansök seast söndag den trettionde november 2025.

Jobbannons

ML / Computer-Vision Engineer — Earth Observation

Location: Stockholm (hybrid) or remote in Sweden

Reports to: Geospatial Lead / Head of Data

Type: Full-time

Role summary

The focus will be on creating the data, training and inference pipelines, and productionizing EO-specific computer-vision models (segmentation, detection, temporal) and operational dynamics at industrial sites. Your work goes end-to-end: data, modeling, evaluation, deployment, monitoring, and retraining integrated into our product platform.

What you’ll do

• Build and fine-tune models for multispectral/SAR imagery (e.g., U-Net, Mask R-CNN, temporal networks).
• Create reproducible training pipelines (data versioning, augmentation for multi-band/SAR, robust eval suites).
• Define domain-aware metrics (m³ volume estimation, per-AOI precision/recall, temporal deltas).
• Select fit-for-purpose XAI methods per model and build/maintain physics-aware validation against ground truth.
• Partner with data engineers to ship scalable batch/online inference (tiling/COGs, caching, batching).
• Set up model monitoring, drift detection, and scheduled retraining (MLflow/Kubeflow/CI).
• Contribute to platform APIs and features for visualisation and alerting.

Must-have

• 3+ years in ML; hands-on satellite/multispectral and/or SAR data.
• Strong in PyTorch or TensorFlow; practical experience with U-Net/Mask R-CNN and temporal methods.
• Proven experience building reproducible pipelines.
• Solid understanding of EO artefacts (clouds, shadows, atmospheric effects) and their impact on models.
• Proficient in Python; familiar with EO libraries (GDAL, rasterio, xarray); and experienced with CI/CD, Kubernetes, MLflow on GCP or AWS.

Nice-to-have

• Experience with volume estimation from overhead imagery, sensor fusion, SAR techniques.
• Pansharpening, mosaicking, and production deployments in cloud environments.
• Cost-aware inference at scale (GPU/spot, tiling/COGs, smart batching).
• Experience with spatial evaluation metrics.

Why Centersource

• Build the core intelligence behind a Sweden-based product that informs real business decisions.
• Fast path to production (architecture → pilot → rollout) with clear impact.
• Autonomy, focused scope, and quick decision cycles within a senior product team.

How to apply

Send your CV/portfolio/GitHub plus a short note on EO/CV projects you’ve shipped to mai@centersource.io

Subject: ML/CV Engineer (EO).

Working language: English; Swedish is a plus. Applicants must have the right to work in Sweden.