Imaging Algorithm Engineer
Lenovo
Brazil, São Paulo, JAGUARIUNA
há 6 dias

Why Work at Lenovo

Here at Lenovo, we believe in smarter technology for all, so we spend our time building a society that’s brighter and more inclusive.

And we go big. No, not big huge.We’re not just a Fortune Global 500 company, we’re one of Fortune’s Most Admired. We’re in 180 markets, working with 63,000 brilliant colleagues and counting.

And we’re known for the world’s most complete portfolio of smart technology, from devices to software to infrastructure.

With our ingenuity, we help millions not just the select few experience our version of a smarter future. The one thing that’s missing? Well you...

Description and Requirements

What You Will DoYou will create innovative AI solutions for Motorola phones to enhance camera performance and create new user experiences.

You will drive all phases of development : define datasets, implement architectures, train, evaluate, and optimize for mobile devices.

You will be given the opportunity to learn what you don't know and teach what you do.Responsibilities

  • Research the state-of-the-art in Machine Learning and Computer Vision including architectures, techniques, and datasets.
  • Lead the creation of datasets, define collection requirements, techniques, and procedures, apply data augmentation, and evaluate coverage.
  • Code, test, and debug model architectures, training pipelines, loss functions, and evaluation tools.
  • Train solutions, analyze progress, and iterate based on quantitative and qualitative analysis.
  • Engineer solutions to achieve the optimal tradeoff between model performance and runtime costs.
  • Deploy commercial-quality solutions to a wide portfolio of mobile devices.
  • Qualifications

  • Bachelor's degree or higher in Computer Science, Computer Engineering, or related quantitative discipline
  • 1-3 years of experience developing complex solutions
  • Thorough understanding of Machine Learning
  • Demonstrated ability to apply engineering principles at all stages of ML development
  • Significant experience with Python and an ML framework (TensorFlow, PyTorch, etc.)
  • Preferred Qualifications

  • Master's degree or higher in Computer Science, Computer Engineering, or related quantitative discipline
  • Experience developing ML solutions for systems with limited resources (for example mobile devices)
  • Experience with imaging, computer vision, or photography
  • Professional experience developing software in C, C++, or Java
  • We are an Equal Opportunity Employer and do not discriminate against any employee or applicant for employment because of race, color, sex, age, religion, sexual orientation, gender identity, status as a veteran, and basis of disability or any federal, state, or local protected class.

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