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Internship: Automated Neural Architecture Search

Geplaatst 26 mrt. 2024
Werkervaring
0 tot 1 jaar
Full-time / part-time
Full-time
Soort opleiding
Taalvereiste
Engels (Vloeiend)

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Internship: Automated Neural Architecture Search

Eindhoven

Full-time

Job Description

Start Date: September 1st, 2021

Duration: 6 months minimum, with extension up to 9 months

Location: Eindhoven, WFH until the Covid-19 situation is clearer

In this role, you have the opportunity to

Build a proof of concept using neural architecture search (NAS), benchmark the performance and explore the pros and cons of each alternative. We are looking for an enthusiastic candidate who is passionate to investigate possible automation for neural architecture design.

You are responsible for

  • Develop understanding of neural architecture search techniques
  • Evaluate existing neural architecture search solutions with respect to already designed architecture
  • Implement proof-of-concept in several frameworks
  • Benchmark performance
  • Final report summarizing your results

Project description

In fetal ultrasonography, ultrasound allows objective measurement and accurate documentation of data obtained during the examination. One of AI’s greatest benefits is removing dependency on the operator. For automatic detection of fetal head presentation, neural architecture has been design manually. The goal of this project is to automate the process of neural architecture design by using for example NAS, investigate alternatives and benchmark the performance.

You are a part of

You will be working in the Digital Architecture & Systems department, Philips Research, Eindhoven. You will be a part of a team of experts combining software engineering and data.

To succeed in this role, you should have the following skills and experience

Education and skills

  • Currently studying towards your Master WO (MSc.) in Computer Science, Physics, Mathematics, Applied Mathematics
  • Good knowledge in Machine Learning
  • Experience with Python, C programming is essential

Others

  • Language: Good written and spoken English.
  • Previous internship experience is not necessary but a plus.
  • Good communication skills and enthusiasm to contribute in an international environment.

In return, we offer you

  • Resume

Student registration form (Proof of enrolment at the current education) Please do not apply if you are not enrolled for the entire duration of the internship

Why should you join Philips?

Working at Philips is more than a job. It’s a calling to create a healthier society through meaningful work, focused on improving 2.5 billion lives a year by delivering innovative solutions across the health continuum. Our people experience a variety of unexpected moments when their lives and careers come together in meaningful ways. Learn more by watching this video.

To find out more about what it’s like working for Philips at a personal level, visit the Working at Philips page on our career website, where you can read stories from our employee blog. Once there,you can also learn about our recruitment process, or find answers to some of the frequently asked questions.

Philips is a leading health technology company focused on improving people’s lives across the health continuum – from healthy living and prevention, to diagnosis, treatment and home care. Applying advanced technologies and deep clinical and consumer insights, Philips delivers integrated solutions that address the Quadruple Aim: improved patient experience, better health outcomes, improved staff experience, and lower cost of care.

Industrie
Amsterdam
Actief in 100 landen
11.000 medewerkers
60% mannen - 40% vrouwen
Gemiddeld 39 jaar oud

Dit zeggen medewerkers

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"The thing I like the most about being here at Philips, is the diversity it has to offer with respect to gender or the opportunities a fresh starter can get are tremendous"

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Jason

"Working in a multi disciplinary team with clinicians and other developers I got to see the whole range of fields that incorporate together."