Machine Learning Software Engineer, Early Stage X Project
Company: X, the moonshot factory
Location: Mountain View
Posted on: April 3, 2021
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Job Description:
X is Alphabet's moonshot factory. We are a diverse group of
inventors and entrepreneurs who build and launch technologies that
aim to improve the lives of millions, even billions, of people. Our
goal: 10x impact on the world's most intractable problems, not just
10% improvement. We approach projects that have the aspiration and
riskiness of research with the speed and ambition of a
startup.About the team:We are an early stage X team focused on
using machine learning to build predictive models that could be
used in different fields and industries. We are a small team and
there is plenty to do for someone interested in building cutting
edge technology and building world-class predictive models.About
the role:You will be leading the project's ML track, building
models to capture the influx of data from different fields and
industries. You will be a hands-on engineer on the project and
bring ML expertise to the team . We are looking for passionate and
driven people, who are comfortable moving between creative,
big-picture thinking and tactical execution in a fast-paced, fluid
environment.How you will make 10x impact:Develop modelling
techniques aimed at risk extrapolation, reinforcement learning
approach & invariant risk minimization approach.Develop, maintain
and update predictive models, and make these models more
generalizable and robust in both spatial and temporal scaleDevelop
domain coupling model (e.g. real estate + climate, economic impacts
of climate change)Be an active engineer and technical expert of the
project. You must be willing to get your hands dirty!What you
should have:PhD in a STEM field such as CS, Physics, Chemistry,
Earth Sciences, or Mathematics/Statistics.Research or Industry
experience in time-series analysis, multi-model coupling and
predictive modeling.Experience in earth systems and geo-spatial
analysis is also preferred.Proficiency in Python and experience
with TensorFlow, Apache Beam/Dataflow, Google Compute
Engine.Experienced iterating on existing ML models and dictating
data engineering processes.An ability to thrive in unstructured
work environments with rapidly changing requirements.It'd be great
if you also had these:Demonstrated personal passion to apply
talents towards solving big global problems.Startup / early product
development experience.Excellent at prioritization and time
management.Solid written and verbal communication skills.
Keywords: X, the moonshot factory, Mountain View , Machine Learning Software Engineer, Early Stage X Project, IT / Software / Systems , Mountain View, California
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