Senior Data Scientist
Remote | full time | up to 4500 euro
Company description
GreenoSoil is developing a unique digital platform in the carbon market (“GreenO”) to integrate the sector's leading players: farmers, enterprises, and advisors (www.greeno.ag). We encourage enterprises that use agricultural raw materials (crops) in their supply chains, such as food and apparel companies to participate in the global decarbonization movement. To succeed, companies need innovative, efficient, and reliable decarbonization technologies.
Profile\Requirements:
Higher technical education. Experience in Deep Learning in Computer Vision 3-6 years.
Stack: Linux, Bash, C++, Python, Tensorflow, PyTorch
Mathematical knowledge: statistics, algorithms
- Classic ML & Computer Vision algorithms
- Modern ML/DL/CV (Semantic Segmentation, Instance Segmentation, Object Detection, TIme Series Analysis, GANs)
- Python (C++)
- OpenCV/scikit-learn/scikit-image
- PyTorch/Tensorflow(Keras)
- Ability and desire to read articles on modern ML/DL
- Ability to solve problems independently and propose solutions
- GIS (GDAL)
Will be a plus:
Airflow, MLflow, AWS, Spark, Docker, Kubernetes
Responsibilities:
• design, and development of neural networks
• neural networks server training
• neural networks optimization
• work with data
• deployment of neural networks in production
• analysis of scientific publications, testing of theories and hypotheses;
• documentation of performed activity
Other responsibilities:
• Analysis and recommendations for collection and improvement of datasets.
• Preparing data for training.
• Training of neural networks and analysis (evaluation) of the results.
• Perform a full cycle of model training.
• Development and optimization of algorithms for image processing (remote sensing)
Benefits:
• Competitive compensation (above market salary range) and equity in a rapidly-growing Climate Agtech start-up.
• Contribute your valuable time to a project dedicated to global environmental issues.
• Be a part of a team of talented and friendly senior-level developers.
• Work on projects that allow you to use cutting-edge tech. We believe in constantly evolving your mastery.
• Flexible schedules. Hybrid work from home and in the office 🌎.
If you are interested in working with us, please send your resume to
be@greeno.ag
