CW Machine Learning (Advance Development & Planning) Engineer (99W207)
Company: KYYBA, Inc
Location: Mountain View
Posted on: January 21, 2023
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Job Description:
Job Description
Responsibilities
As a Machine Learning Engineer, you will contribute to
state-of-the-art machine learning infrastructure and relevant
software (e.g. supervised learning, reinforcement learning, data
management, and evaluation at unparalleled scale). You will
implement cutting-edge deep learning models accelerating model
training performance for intelligent mobility system applications
and tackling open problems together with researchers. Last but not
least, you will deploy your algorithms and models in our test
vehicles platform. Responsibilities and required qualifications are
as follows:
Implement machine learning/ deep learning models (supervised
learning, reinforcement learning) for the following tasks: 2D/3D
object detection, semantic segmentation, depth estimation, traffic
(time or speed) prediction and driving behavioral learning etc.
Train and evaluate the developed machine learning model from large
set of images/videos, build end-to-end training, testing, and
evaluation pipelines.
Manipulate high-volume, high-dimensionality, structured data from
the vehicles for training and testing deep networks.
Produce high quality tested code that enables large scale research
and can be transferred to physical vehicles deployed in the real
world.
Stay up to date on the state-of-the-art in Deep Learning ideas and
software, in collaboration with our Researchers.
Coding, proof-of-concept (POC) and demo deep learning applications
with our test vehicle platform.
Work in a multidisciplinary team and collaborate with other teams
across the research lab.
Requirements:
Qualifications
Master's Degree in Computer Science/Electrical Engineering, Math,
or related field.
Masters with at least 1-2 years of experience; Strong software
engineering practices in Python with machine learning experience in
a production setting.
Strong Machine Learning background with deep understanding of
different types of machine learning algorithms (e.g., CNN, RNN,
LSTM, Transformer, and Reinforcement Learning). Experience of
training deep-learning models in an end-to-end fashion.
Project experience working with Pytorch, Tensorflow or other modern
deep learning frameworks.
Computer Vision expertise.
Proficient in Python and Linux is a minimum. Additional knowledge
of C++ / CUDA is a plus, experience with AWS as well.
Clear grasp on basic Linear Algebra, Optimization, Statistics, and
Algorithms.
Familiar with Python development co-system including opencv, numpy,
scipy, pandas, sklearn etc and comfortable with development in
Linux and Windows.
Familiar with containers
Excellent verbal and written communication skills
(Optimal) Implemented state-of-the-art models from research papers
(share paper/repos if you can).
(Optimal) Experience with Deep Reinforcement Learning, Multi-agent
distributed reinforcement learning
(Optional) Experience with computer vision and large-scale
distributed training.
(Optimal) Publication in robotics/Client/CV conference
About Kyyba:
Founded in 1998 and headquartered in Farmington Hills, MI, Kyyba
has a global presence delivering high-quality resources and
top-notch recruiting services, enabling businesses to effectively
respond to organizational changes and technological advances.
At Kyyba, the overall well-being of our employees and their
families is important to us. We are proud of our work culture which
embodies our core values; incorporating value, passion, excellence,
empowerment, and happiness, creates a vibrant and productive
atmosphere. We empower our employees with the resources,
incentives, and flexibility that they need to support a healthy,
balanced, and fulfilling career by providing many valuable benefits
and a balanced compensation structure combined with career
development. -
Disclaimer: -
Kyyba is an Equal Opportunity Employer.
Kyyba does not discriminate on the basis of race, religion, color,
sex, gender identity, sexual orientation, age, non-disqualifying
physical or mental disability, national origin, veteran status or
any other basis covered by appropriate law. Minorities / Females /
Protected Veterans / Individuals with Disabilities are encouraged
to apply. All employment is decided on the basis of qualifications,
merit, and business need.
Rewards:
Medical, dental, vision
401k -
Term life
Voluntary life and disability insurance
Optional Pre-paid legal plan
Optional Identity theft plan
Optional Medical and dependent FSA
Work-visa sponsorship
Opportunity for advancement
Long-term assignment with opportunity for hire by client -
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SELECT AWARDS
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Keywords: KYYBA, Inc, Mountain View , CW Machine Learning (Advance Development & Planning) Engineer (99W207), Engineering , Mountain View, California
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