Machine Learning Engineer【AI Vision】｜Ranked as Best Startup in Japan 2019 ＊JPLT N3

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職務内容

【About the company ...】

The company has engaged in various industry AI projects. We have clients in a wide range of industries, such as finance, manufacturing, retail, food and drink, education, healthcare, manufacturers and IT communications, with hundreds of cases. The company is rated as one of the Best Ventures to Work in Japan.

Based on the knowledge and know-how of each industry obtained from this wide network, we promise innovative proposals that exceed the industry and precedent. Many intelligent talents in the world are gathering into the company now.

【 Job Description 】

*Development and implementation of learning model in service development using AI camera

AI Vision (the department that makes AI cameras) uses high-performance AI cameras developed in-house. The company plans to create a decentralized smart city that proposes human-centered value.
Specifically, AI camera x sports, AI camera x retail, and AI camera x kids (watching) projects have been launched.

AI Vision is a team of not only AI engineers but also hardware professionals with development experience in domestic camera manufacturers, electrical equipment manufacturers, and automobile manufacturers.
A multinational team of Japanese (including overseas residents) and foreigners.

【 Requirements 】

★Required Skills★

・Experience in service development that implements learning model
・Understanding the theoretical background of machine learning
・Knowledge and experience in programming (mainly Python), mathematics, statistics, deep learning, machine learning
・Implementation experience in machine learning using frameworks such as Scipy/Numpy, Scikit-Learn, Pandas, Tensorflow, Keras, Chainer, PyTorch
・Understanding machine learning models (linear regression, ensemble learning, gradient boosting, RNN, CNN, GCN, GAN, YOLO, etc.)

[Welcome skills]
・Knowledge and understanding of machine learning models often used for image processing (CNN, Semantic/Instance Segmentation, Object Detection, AutoEncoder, Generative Adversarial Network, etc.)
・Experienced to identify and optimize from the viewpoint of quality assurance, stable operation, and high-speed operation through development incorporating an AI model
・Those who can communicate in English (Basically, they can work in Japanese.)
・Experience in a development environment such as Git and hg
・Knowledge of algorithms and data structures
・Experience working at a startup
・Experience in boldly challenging new challenges and unknown areas

[What you can get]
・This is a valuable opportunity to create a web service that links with hardware and AI algorithms from scratch.

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【 Working time 】

Flextime System

【 Welfare 】

・Doctoral Program Support System
・Various Social Insurance (Employee Pension, Health Insurance, Employment Insurance, Labor Accident Insurance)
・Commuting allowance (up to 35,000 yen/month)
・Business trip allowance
・Medical checkup
・Online medical consultation (first call)
・Book purchase (full company burden)
・Study session (once / weekly, during business hours)

【 Holiday 】
・Full holiday 2 day system (Saturday / Sunday) holidays
・Annual holiday over 120 days
・Refreshment holidays (5 days a weekday)
・New Year holidays
・Annual paid leave
・Return vacation (2 days a year: when family lives in a remote area over 1000 km)
・Condition leave (during trial period: 3 days)
・Marriage leave (person, child)
・Maternity leave
・Nursing care leave

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