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CW Machine Learning (Advance Development & Planning) Engineer (99W207)

Company: KYYBA, Inc
Location: Mountain View
Posted on: January 21, 2023

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


  • An INC 5000 company for 10 years
  • Corp! Michigan Economic Bright Spots -
  • Crain's Detroit Business Top Staffing Service Companies in Detroit
  • TechServe Alliance Excellence Award- IT and Engineering Staffing & Solutions
  • Best of MichBusiness winner in HR Wizards & Partnerships
  • Metro Detroit Elite Category: Recruitment, Selection & Orientation for 101 Best & Brightest
  • 101 Best & Brightest Companies to Work for in Michigan

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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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