Stage pour Machine Learning Engineer en climat - Paris - CarbonFarm Technology - 16/03/2024

CarbonFarm Technology

CarbonFarm veut démocratiser la riziculture durable en donnant accès aux smallholders aux crédits carbones: • +20% smallholder profits • -30% eau utilisé • -50% émissions de méthane

💡 Responsible products or services

The company's mission is to design eco-responsible products and services aligned with the needs of the ecological transformation.

Website
Company
< 15 persons
EcoTech

Carried out an internal impact measurement.

This structure did not communicate to us the labels or certifications that it was able to obtain.

What we’re looking for 👀

CarbonFarm is looking for a climate-passionate 🌳 Machine Learning Engineer to turn terabytes of satellite data into useful insights about farming practices.

Data is at the heart of everything we do, and over time there’s going to be a lot of it! So we’re looking for an engineer comfortable programming, breaking down their code into manageable and testable pieces so that it can be deployed at scale.

Responsibilities 💻

develop algorithms to identify farmer practices from terabytes of satellite data (SAR and optical)
collaborate with fellow engineers (ML, AI, Data) to develop models and algorithms that identify how farmers are cultivating their land
work with our chief architect to deploy code in production
explore different approaches in remote sensing from the scientific community (e.g. foundation models) to find the best models for our use case
test and validate models

Qualifications 🎓

3+ years programming on a regular basis, be it through school or employment
a genuine problem solver, not scared of new technologies
master’s or PhD student in data science, computer science, remote sensing or engineering
proficiency in python
at least a basic understanding of using different data structures, be it in python, SQL or otherwise
proficiency in English
attention to detail
flexible and focussed on solutions
organised and self-sufficient

Would be nice

familiarity working in agile environment is a plus
experience using cloud-based computing (GCP or similar) is a plus
experience processing satellite data, particularly SAR, is a plus
experience modelling time-series data is a plus

CarbonFarm Technology

CarbonFarm veut démocratiser la riziculture durable en donnant accès aux smallholders aux crédits carbones: • +20% smallholder profits • -30% eau utilisé • -50% émissions de méthane

💡 Responsible products or services

The company's mission is to design eco-responsible products and services aligned with the needs of the ecological transformation.

Website
Company
< 15 persons
EcoTech

Carried out an internal impact measurement.

This structure did not communicate to us the labels or certifications that it was able to obtain.

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