ML Ops Engineer: : LandOS (Python)

over 1 year ago
Full time role
Remote... more
Remote... more

Company

Earthshot Labs is an open-source community and technology company developing tools for planetary-scale ecological regeneration. We are building the first global ...

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Job Description

Earthshot Labs’ is a science and technology company dedicated to planetary-scale land regeneration.

We conduct core ecological research and build technology products that inspire land stewards to restore their land, and easily onboard them to carbon marketplaces. We partner with world leading conservation and restoration organizations around the world to support them to develop, secure finance and certify their nature-based carbon project. Our just partnership model is centered on equitability, with a goal of driving as much money as possible back to the implementing organizations and communities on the ground. 

Earthshot is building two products that enable its vision: LandOS and Biome. LandOS is a platform for enabling landowners to envision and manifest the regeneration of land they have stewardship over and access carbon markets. Our intention is to build a product that inspires our customers to be bold, to delight and engage them while they envision the future possibilities of the land in ways never possible before. Biome is our Unity app that collects nature observations in the most accurate, fun and engaging way using the smartphone’s neural engine, camera, and augmented reality capabilities. The data collected is used to power both fundamental ecological research as well as to underpin our LandOS system for envisioning and manifesting land restoration.

Earthshot believes that people are most effective and happy when they bring their whole selves into their work, so they can unleash their full genius. We take shared breaths together, we discuss subjects that are deeply meaningful and at times vulnerable. We actively maintain a coherent field of deeply held love for nature and restoring humankind’s place within it. Despite our best intentions we are keenly aware of the potential problems inherent in creating a tech platform to engineer large scale land use, and so we are engaging with indigenous leaders, ecological experts, regenerative farmers, and other groups with deep knowledge of the land in order to ensure we have the highest integrity and wisdom infusing our efforts.

The Role

We're looking for Machine Learning Engineers who are passionate about using ML and AI to bring about ecological restoration on a massive scale. In this role you'll have the opportunity to work with a world-class team of scientists and engineers, to build and deploy the ecological prediction module that will form the backend to LandOS. Your work will directly impact Earthshot's methodology for determining how carbon is expected to accumulate in restored ecosystems over time, under different management scenarios. You will aid in designing a modeling system that accurately portrays ecosystem services, and the financial outcomes for landowners that will catalyze ecological restoration on a massive scale, all in a visually delightful way. This will be accomplished through collaboration with scientists to develop and deploy global scale models of tree growth, deforestation, climate risk, and biodiversity, as well as an AI approach to creating realistic visualizations of the land surface under future scenarios. You will then own the deployment of these models to serve the near-real-time LandOS app that landowners will interact with.

Example Tasks:

  • Build and support cloud infrastructure such as Kubernetes
  • Work with Google cloud AI platform or similar cloud ML deployment infrastructure
  • Design data pipelines and cloud storage solutions
  • Build and / or deploy geospatial machine learning / data science models
  • Set up and maintain security on all servers, auto scaling and backups.

Who we're looking for:

  • A passionate and heart-centered professional with a deep love for nature and a desire to build a more integrated future for humanity.
  • 5 - 10+ years software development with a focus on machine learning (models), Tensorflow / PyTorch, DevOps, MLOps, backend (Python preferred), APIs, database (noSQL, SQL), (big) data. Nice to have: Docker, Nvidia / GPU, AWS.
  • Experience with global-scale geospatial machine learning, using platforms such as Google Earth Engine.
  • Comfortable building products from scratch and scaling them.
  • An entrepreneurial mindset - comfortable with wearing multiple hats and working closely both with scientists and with customers and frontend engineers to rapidly iterate toward the best possible solution.
  • Culture: The process is the product.

Values:

The process is the product.

By now, you’ll probably have realized that Earthshot is a different type of organization than most other companies you’ve met. We’re inherently mission-driven for profound human and ecological impact. Even more important is the way we work together: the quality of communication, team coherence, creating conditions for the genius and creativity of our team members, recognizing the comprehensive lives that we each lead. Our vision for team culture is informed by teal management, a shared love of nature, and the cultivation of healthy human relationships. Earthshot is fundamentally motivated by love, and is an organization where heart-centered people can together apply their world-class talent to the biggest challenges of our time. We are a natively remote organization, which means that people can choose to work from home whenever they would like, and we have team gatherings every 1-3 months to build team coherence, foster deep relationships with each other, and enjoy nature together. In the future, we imagine permanent retreat places for teams to work for weeks or months at a time together in gorgeous natural settings.

Diversity

Earthshot is building a company that honors the awe-inspiring complex diversity of the whole earth. We prioritize hiring team members that expand our team’s representation of race, color, ancestry, religion, gender identity, national origin, sexual orientation, age, relationship style, and many other dimensions of diversity. We welcome introverts, weirdos, hippies, and anyone else with high emotional intelligence, passionate ecological commitment, and brilliant skills that maybe don’t fulfill the usual societal norms. This isn't just about inclusion or equity. We believe that the genius of diverse peoples and backgrounds is essential to create culture and technology that reflect the world we want to live in.

Benefits and Perks:

Being on the Earthshot team offers a range of benefits including, a competitive salary, flexible PTO (and we truly encourage the team to take time away), 100% cost coverage for employees dental and vision, and 80% cost coverage for employees and dependents medical insurance. Eligible for all full-time US based employees. 

Earthshot Labs is an Equal Employment Opportunity Employer. We are committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.

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