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Updated 2025-04-23
Activated 2025-04-23

Machine Learning Engineer
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This posting is managed by: bloomtech.inc
Company Name Company is not publicly visible
Job Type
bloomtech.inc
IT (PC, Web, Unix) - Back-End Engineer
IT (Other) - Machine Learning/AI Engineer
IT (Other) - IoT Engineer
Industry Software (Consignment Development)
Location Asia Japan Tokyo Minato

Job Description [Summary]
We develop software and solutions using machine learning algorithms for customers with various challenges, such as improving the performance of semiconductor inspection equipment, medical imaging equipment, and visual inspection equipment, and commercializing autonomous driving and autonomous robots. We provide customers with high value that cannot be found at other companies by utilizing low-layer software technology, algorithm implementation capabilities, and knowledge of various industries and research fields.

[Specific job duties]
You will be involved in providing solutions using new technologies such as data analysis, pattern analysis, predictions, and simulations using machine learning technology for various data sets provided by customers.
■Specifically
- Optimization of DNN models for specific hardware
- Selection of models that meet constraints based on research papers
- Model weight reduction (pruning, quantization, NAS)
- Development of models that meet optimal performance under limited resource and hardware constraints
- Work to consider recognition algorithms for autonomous driving
- Selection of models that address issues based on research papers
- Extraction of technical issues through temporary implementation
- Development of models that solve technical issues one by one and meet specified processing time and performance
- Development of recognition algorithms using various data (ADAS cameras, dashcam images, point clouds, etc.)
- Research to establish classification methods to utilize huge amounts of evaluation data (images, etc.)
- Estimation of the accuracy of DNNs constructed to solve issues. Also, visualization of DNNs that serve as a basis for judgment
[Rewarding aspects of the project]
- Ability to challenge new technological innovations in the rapidly growing big data/AI market
- High level engineers, ideal environment for learning new skills, gaining experience as an engineer, and growing
- Always exposed to cutting-edge technology
- Improving data science skills through in-house Kaggle activities, etc.
Company Info We are a technology company whose corporate message is "Speed up your Business." Through software parallelization and optimization to efficiently use multi-core processors, and application acceleration using new memory technology that achieves low power consumption and high-speed IO, we accelerate the business of our customers in various fields such as medicine, manufacturing, finance, and entertainment, and realize green IT.
Working Hours Flextime system
Job
Requirements		 Required skills

・Programming knowledge in C/C++ and Python

・Experience developing software using machine learning

・Knowledge of machine learning algorithms

Welcome skills

・Knowledge of distributed processing and parallel programming

・Experience with accelerating on multi-core processors such as GPUs

・Experience with accelerating using vector operation instructions
Japanese Level Business Level(JLPT Level 2 or N2)
Salary JPY - Japanese Yen JPY 5500K - JPY 8000K   
Other Salary
Description		 Social Insurance
Holidays Five-Day Workweek
Winter Holidays
Paid Holidays
Child-care Leave
Job Contract
Period		 Full-time employment
Nearest Station Ebisu, Shibuya-ku, Tokyo
*Hybrid work
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