P-1630 Machine Learning Engineer - Image Processing and Computer Vision
Company: 10x Genomics
Location: Pleasanton
Posted on: June 23, 2022
Job Description:
Machine Learning Engineer - Image Processing and Computer
Vision10x is looking for a machine learning engineer to join its
Computational Biology group. This person will use their experience
training, evaluating, and deploying production machine learning
algorithms for computer vision to help build a robust development
environment for deep learning at 10X. The ideal candidate will have
experience with tools for model management and training, as well as
experience developing and deploying deep neural network models in a
production environment.Individuals applying for this position must
be self-starters, strategic thinkers, action driven, flexible in
changing direction and methods, thrive in a fast paced environment,
excel at managing multiple priorities, succeed in communicating
with all levels within the organization and provide immediate
contribution.What You Will Be Doing
- Select and implement methods and techniques for model
versioning, training, and deployment.
- Select, test, implement and optimize image processing, image
analysis, and machine learning methods to extract relevant signals
from imaging data.
- Build analytical models or simulations to understand and
communicate key trade-offs of system design from image acquisition
to final analysis.
- Rapidly prototype methods for internal experiments & early
R&D.
- Create high-quality, robust implementations of production
algorithms.Minimum Qualifications
- PhD or MS plus equivalent experience in quantitative field
(e.g. bioengineering, computer science, electrical engineering,
physics, computational/systems biology or related field)
- Deep learning skills - experience with model management and
training systems and experience deploying deep learning algorithms
in the field
- Image processing: segmentation, object detection &
classification, feature extraction, image registration - you have a
deep understanding of both historical and cutting edge methods and
the ability to choose the right tool for the job
- Ability to quickly develop custom analysis methods and
algorithms and apply them to large data setsPreferred Skills
- Expert level experience in relevant tooling, e.g.: Pytorch,
Tensorflow, MVC, Tensorboard, etc.
- Experience with cell, fluorescence, and/or histology imaging is
a plus.About 10x GenomicsAt 10x Genomics, accelerating our
understanding of biology is more than a mission for us. It is a
commitment. This is the century of biology, and the breakthroughs
we make now have the potential to change the world.We enable
scientists to advance their research, allowing them to address
scientific questions they did not even know they could ask. Our
tools have enabled fundamental discoveries across biology including
cancer, immunology, and neuroscience.Our teams are empowered and
encouraged to follow their passions, pursue new ideas, and perform
at their best in an inclusive and dynamic environment. We know that
behind every scientific breakthrough, there is a deep
infrastructure of talented people driving the life sciences
industry and making it possible for scientists and clinicians to
make new strides. We are dedicated to finding the very best person
for every aspect of our work because the innovations and
discoveries that we enable together will lead to better
technologies, better treatments, and a better future. Find out how
you can make a 10x difference.Individuals seeking employment at 10x
Genomics are considered without regards to race, color, religion,
national origin, age, sex, marital status, ancestry, physical or
mental disability, veteran status, gender identity, or sexual
orientation, or any other characteristic protected by applicable
law.10x does not accept unsolicited applicants submitted by
third-party recruiters or agencies. Any resume or application
submitted to 10x without a vendor agreement in place will be
considered unsolicited and property of 10x, and 10x will not pay a
placement fee.
Keywords: 10x Genomics, Pleasanton , P-1630 Machine Learning Engineer - Image Processing and Computer Vision, IT / Software / Systems , Pleasanton, California
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