Senior Machine Learning Engineer (Remote)
Company: Pachama
Location: San Francisco
Posted on: October 20, 2024
Job Description:
Location: This role is remote. However, given the
cross-functional communication responsibilities, it is preferred
that you be within 3 hours of Pacific time.About Pachama:Pachama
harnesses AI and satellite data to empower companies to confidently
invest in nature. Using the latest technological advances, Pachama
delivers continuous insight into how forests sequester carbon,
protect wildlife and benefit local communities. These insights
enable leading companies to find the world's best projects and
track their impact over time while also helping land stewards earn
an income protecting nature with tools to develop carbon projects
and secure funds.Experience & Skills We're Looking For:
- You've built scalable and fault-tolerant distributed systems
that process large amounts of data
- You've worked with ML models in production systems
- Experience working in cluster environments and an understanding
of the related distributed systems concepts (CPU/GPU
interactions/transfers, latency/throughput bottlenecks,
pipelining/multiprocessing, etc)
- Experience with algorithms and data structures, domain-driven
design, and software engineering fundamentals. Some examples of
tools in our tech stack include Kubernetes, Dask, Flyte. Open
source geospatial tools that are also part of our tech stack
include Rasterio, Geopandas, and Xarray
- Experience working with terrestrial ecosystem geospatial data
such as land cover, ecosystem classifications, and biophysical
data
- You're comfortable with fast-paced execution and rapid
iteration startup environment
- You're excited by product impact
- Interdisciplinary collaboration and deep user empathyWhat You
Will Help Us With:
- Contribute to our geospatial data warehouse and platform for
scientists and machine learning engineers
- Construct robust pipelines for the ingest of geospatial
data
- Implement cutting edge pre-processing algorithms for sensor
data to produce quality features for ML
- Contribute to tools and infrastructure to increase iteration
time and improve developer experience
- Contribute to infrastructure to accelerate research and
experimentation
- Develop plans for cross-team initiatives related to
infrastructure and deliver on themYou'll Have The Opportunity To:
- Approach problems with curiosity and humility
- Own solutions end-to-end
- Take part in strategic thinking
- Leave code better than when you found it
- Communicate well and document better
- Have fun!!Salary: $106,155 - $168,500 a yearThe salary range
for this position is $106,155 USD to $168,500 USD. Salary ranges
are determined by role, level, and location. The salary for each
posting reflects the compensation for new hire salaries for the
position across all geographic locations. Individual pay is
determined by work location and additional factors, including
job-related skills, experience, and relevant education or training.
The position is also eligible for equity.Even if you don't meet all
these requirements, we encourage you to apply if this job
description excites you. We are looking for ambitious people to
help make an impact on climate change. That purpose requires us to
bring together a diverse set of people with different backgrounds,
perspectives, and skills to create solutions that work for all.
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Keywords: Pachama, Fairfield , Senior Machine Learning Engineer (Remote), Engineering , San Francisco, California
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