Senior Data Engineer
United Kingdom - Remote
Dendra Systems
Enabling faster, effective, transparent and scalable ecosystem restoration for our complex and biodiverse natural world. Discover our RestorationOS today.Dendra Systems provides tools and solutions for restoring ecosystems around the world. Our focus is on promoting biodiversity and restoring natural habitats for the benefit of landowners, businesses, governments, and communities. Our goal is to address climate change through natural solutions using cutting-edge technology.
We are a team of innovative builders who are committed to restoring ecosystems on a global scale. Our advanced AI/ML technology helps us analyse various types of data, such as remote sensing satellite data, aerial survey data, and drone survey data, to assess land conditions and determine the potential for carbon sequestration and biodiversity. Our knowledge management platform enables our customers to take informed actions, including drone swarm seeding, invasive species and erosion management, to grow and monitor the ecosystems needed to restore the natural world we all rely on.
We are looking for passionate people who are interested in solving problems to restore the natural world at-scale. Every day there will be plenty of opportunity to influence the direction of our product and the cultural and technical direction of the team. You will build software that runs at scale, you will learn and experiment with the latest technologies to innovate, you will help other engineers on the team grow to their full potential.
To succeed in this role, you should be experienced in building pipelines and tooling to support the development and deployment of machine learning and traditional data science approaches to achieve customer value. You will have experience working closely in cross-functional teams alongside machine learning engineers, domain specialists, engineers and product managers. We value individuals with very broad and diverse skills.
Requirements
- Proficiency with Python
- Proficiency with git
- Proficiency with Linux use and admin
- Experience orchestrating tasks using frameworks such as AirFlow
- Experience deploying cloud services (bonus for AWS experience)
- Experience scaling workloads using distributed computing frameworks (especially PySpark, Ray Distributed)
- Machine learning background, especially with PyTorch for computer vision
- Experience with containerised processes (Docker and Kubernetes)
- Appreciation of code quality and the value of a well tested code base
- Problem-solving aptitude
- Creative thinking skills
Benefits
- Work From Home, with budget for home working setup
- Choose your own computer
- Employee Assistance Programme
- Stock Option Plan
- Competitive salary
- 25 day per year annual leave
- Financial support towards optical, chiropody, dental and therapy treatments as well as 24 hour advice and information line
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Airflow AWS Computer Vision Docker Git Kubernetes Linux Machine Learning Pipelines PySpark Python PyTorch Survey data
Perks/benefits: Career development Competitive pay Equity Salary bonus
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