Treefera

Technical Writer

• Take full ownership of the intelligence Treefera delivers to the market — from the validation papers to monthly insights.
• Own the validation papers — refresh them for every existing model and produce them for each new model.
• Own the monthly market insight — produce the monthly sentiment papers on the commodities.
• Monitor the markets proactively — track commodities and flag significant events worth communicating to clients.
• Partner with Product Marketing — turn market views into newsletters, bulletins, and campaigns.
• Work closely with Science & AI team — understand each model in depth to reflect its performance accurately.

Commodity Technical Writer

• Transform satellite, radar, and LiDAR signals into precise intelligence that protects forests and fortifies supply chains.
• Develop models ranging from EUDR-compliant plantation mapping, to biomass estimation and forest degradation that accelerate decarbonisation and in turn enable confident, risk-adjusted decisions at global scale.
• Design, train and evaluate models — from gradient boosting to CNNs, U-Nets and vision transformers — for commodity and plantation mapping, land-cover classification, change and disturbance detection, and biomass / canopy-height estimation.
• Build embedding-driven workflows on top of EO foundation models — few-shot classifiers, similarity search and downstream regressors.
• Design validation strategies that benchmark outputs against plot inventories and third-party reference data, quantify uncertainty and surface failure modes — producing QA artefacts (maps, plots, model cards, error analyses) that internal teams and clients can defend.
• Partner with Engineering to take models into scalable, reproducible inference pipelines across millions of plots.
• Contribute to a strong research culture across Science, AI and Engineering — reviewed code, shared tooling and active engagement with EO/ML literature.

Commodity Technical Writer

Machine Learning Scientist – Remote Sensing