Data Scientist Intern (long-term)

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Job updated over 2 years ago

Job Description

Avalanche Computing:

If you are looking for working in a team where people believe in their mission (provide computing technique for future innovation), you should join Avalanche Computing! 

Here, we are committed to making hyper-scale computing and scaleable techniques easy and effective for everyone powered by technology innovations (now, it will be industry AI and medical AI at ASIA). You will contribute to participant one AI project and help AI scientists to clean and prepare the high confidential dataset for doing deep learning.
We would love to hear from you if you are passionate about using data engineering, computing, and technique to revolute the journey using data to make the world better.

What you’ll do:

Based on your Data Science, Deep Learning and Machine Learning knowledge, you will help our data scientists to train the deep learning models. And have the opportunity to implement your favorite AI tool to train yourself in real AI project.

All of the avalanche computing clients are using AI techniques based on Computer Vision or NLP algorithms and then apply to different AI applications. Few projects may be related to reinforcement learning. Thus, you must be trained to understand how a real AI product is developed.

We offer (some is full-time only):

  • Competitive salary and extensive social benefits
  • Diverse and dynamic work environment (smart office)
  • Work-life balance and support for career development
  • Learning resources for online training and physical training (including conference, meetup, book)
  • Snack bar, refrigerator, snack, coffee machine with beans, red tea, japan tea, green tea, US flower tea, or milk tea from Japan (日東紅茶).
  • Company outings, festive parties, lunch days, tail teeth, employee travel (2019 we went to Japan), birthday cake.
  • Visa assistance if needed.
  • Want to know more about Avalanche Computing? Then let’s stay connected!

Requirements

Responsibilities:
We’re looking for one Data Science student intern to parse and clean the hundreds of thousands of datasets that our customers and engineers download weekly.
Your goal will be an assistant to clean, prepare the training dataset, and automatically scripting programming. Depend on different projects, the dataset and definition of data attributes will be changed. For this intern job, you may need to work with us 8hrs to 24 hrs in a week (3 working days).
You also need to do the following tasks:
- Paper reading
- 1-1 weekly meeting with your manager
- Weekly meeting with your group
- Tech talk, tell every member what you learned
- Bi-weekly Top-5 report
- Finished the assigned tasks

Education:
- Bachelors degree or currently pursuing a Masters degree or working towards completion of PhD program in Computer Science or Computer Engineering. (note that if you are pursuing a masters/Ph.D. degree, please discuss with your professor before you apply).

Experience:
- Python, Linux shell script, and cloud CLI experience.
- Fundamental knowledge of Machine learning or deep learning.
- Data engineering experience on the fundamentals of data clean and data pipeline.
- Automate data collection, pre-processing and/or analysis knowledge.

Others:
- Communicate findings clearly and succinctly to the technical and non-technical audience
- Kaggle or any contest experiences

If the cakersume system not works, please email our email box.

Interview process

The process may spend a few months

----

  1. CV review 
  2. Online Personality Testing
  3. Company Brief Interview (> 20 mins)
  4. Online Skill Testing
  5. Online Interview
  6. On-site Interview
  7. Inside Team review

---- Pass, run the on boarding ----

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About us

Avalanche Computing Taiwan Inc. was funded by Nvidia USA alumni in Santa Clara, CA, USA, in 2018. The core team was established in Taipei, Taiwan at the end of 2018. After a year of collaboration with many enterprises, Avalanche Computing Taiwan Inc. was registered in February 2020. In the first month, we won the Airbus global top-10 innovation startup award in March, joined the NVIDIA global inception program, and became a part of NTUTEC. The time flies, we won several awards in global huge exhibitions at Viva Tech 2023, LTW 2022, QITC 2021, et., al.

What we do:
The barrier to entry in AI is lower than ever before, thanks to open-source software, including frameworks like TensorFlow, Keras, PyTorch, and more. However, developing specific AI applications still poses challenges for traditional companies and SMEs, as they must build data pipelines, computing environments, and AI models. But, only a few teams can help speed up the AI computing (NVIDIA team and we can do well).

To overcome these challenges (few talents, long-time waiting for computing, and a long-development cycle), we provide hyper-scale computing techniques for deep learning. Our hyper-scale computing framework is a deep-tech solution for computing technology. With our hyper-scale technology, clients can focus on innovation while we handle the rest. We offer hyper-scale architecture, multi-GPUs, distributed model training, and hyper-scale inference on 10,000+ edge devices. Clients can simply upload their AI models into our SaaS AI development tool within minutes. We call it hAIsten AI.

We also won several awards:

  • 2024 SusHi Tech Tokyo (May 15-16 the selected startup by Japan gov)
  • 2024 GTC San Jose (March 18-21 Feature startup and booth with Taiwan partners)
  • 2024 CES per-roadshow, best investment startup in the Bay Area (Jan 5, 2024) https://www.ntdtv.com/b5/2024/01/25/a103846335.html
  • 2023 SLINGSHOT by SWITCH Top-50 (OCT 6 updated)
  • 2023 Viva Tech Startup Pitch Award (Edge Hub )
  • 2023 Apr, SelectUSA Taiwan startup delegate
  • 2022 Dec, TAcc+ Winner for Global Expansion 
  • 2022 Intel IPA (member), WPI (business partner)
  • 2022 Featured startup in London Tech Week
    (https://www.bnext.com.tw/article/69944/most-tta-startup-uk
  • 2021 Best Investment Startup in APAC (EETimes)
    https://site.eettaiwan.com/emag/202112/files/basic-html/page9.html
  • 2021 Best Investment Startup in Taiwan (EETimes)
  • 2021 QITC 10 Finalists (Qualcomm)
  • 2021 Top 200 teams (South Summit)
  • 2021 Top DeepTech Pioneer (HelloTomorrow Global 2021)
  • 2021 Berkeley SkyDeck GIP
  • 2020 NVIDIA Inception
  • 2020 NTUTEC alumni
  • 2020 The global finalists by Airbus (HelloTomorrow)

Important Expos:

  • NVIDIA GTC San Jose (2024)
  • Techcrunch (2020, 2021)
  • CES (2020, 2021, 2022, 2023, 2024)
  • VIVE Tech (2022, 2023, 2024)
  • London Tech Week (2022, 2023, 2024)
  • Hub Berlin! (2022)
  • Collision (2021)
  • HelloTomorrow (2020, 2021)
  • South Summit (2021, 2022)
  • Websummit (2021, 2022, 2023, 2024)
  • AI Summit (2022, 2023)

Our office is now in the following

  • Taipei (office), Taiwan
  • San Francisco (HQ moved 2025), CA, U.S.
  • Berlin, GE (Coming soon)
  • London, UK (Coming soon)
  • Nagoya and Tokyo, Japan (Coming soon)
  • Paris, FR (Coming soon)

Now, the SaaS product is launched in the U.S. 

If you are interested in our position, please send your CV to: [email protected]


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AI/Deep Learning Specialist

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