• Full-time

Publication date： 2024.09.13

Company name not disclosed

12480 [Image Inspection AI] Software Engineer (Machine Learning)

  • R&D / Engineer /Technician (AI, Data)
  • Tokyo
  • Salary： ¥8M - ¥12M
12480【画像検査AI】 ソフトウェアエンジニア(機械学習)
職種Position R&D / Engineer /Technician (AI, Data)
会社概要Company profile [Company Profile]
This company is a Deep Tech startup whose mission is to pioneer the next era of the manufacturing industry through a unique AI technology different from Deep Learning, based on image analysis technology developed at the National Institute of Advanced Industrial Science and Technology (AIST).
They are developing software that utilizes highly competitive patented technology, and are working to automate inspection and testing processes in the manufacturing industry, which until now have been carried out by human eyes.
The product is a Saas-type service that enables image analysis in the cloud.
In April 2022, the company raised Series B funds (total amount raised: approximately 2 billion yen) and is aiming to expand its business.
仕事内容Job description [Attractive points of company/work]
- Open environment for discussion that transcends positions
- Environment where you can build products with a team of engineers who are experts in their fields
- Using image analysis technology based on patented technology, you can take on the challenge of achieving breakthroughs in the manufacturing industry through SaaS development using Japan's first technology.
- Place where the power of data analysis can significantly improve the efficiency of the manufacturing industry in a tangible way.
- Able to analyze closed image data and other data that is not normally available to the manufacturing industry.
- Unique growth environment where you can experience both existing and new product development as well as PoC (verification) and contracted development projects.
- Many PhD holders and PhD students are enrolled in the company, and you will be able to actively discuss methodologies. They also hold paper reading sessions and round-reading sessions to keep up to date with the latest technologies. When necessary, they can solve problems using technologies other than their core technologies.

「Background of Recruitment]
- Currently, applying image analysis technology (HLAC) developed at AIST, the company provides image abnormality detection creation model creation services and video abnormality detection software for the manufacturing industry, which are used by major manufacturer customers.
In the future, they intend to build a product line that can revolutionize the entire production process, starting with inspection and anomaly detection.
- In addition to improving the accuracy of AI products, they are also verifying the feasibility of new products through PoCs (verification projects) using unique data from manufacturing customers, and requires engineers who are familiar with machine learning technology. They are looking forward to receiving applications from those who are willing to take on the challenge of transforming manufacturing sites in a tangible way with the power of digital and AI.

[Job description]
- Improvement of machine learning algorithms for image analysis products
- Analysis of video, audio, and multi-channel sensor data other than images

[Development environment]
Development languages: Python / Go / C++ / Rust
Infrastructure: AWS (ECS / EKS / Aurora / ElastiCache / SQS / S3 / Athena)
Configuration management: Terraform
CI/CD: GitHub Actions / Codebuild
Workflow: Argo workflow
Logging: fluentbit / Kinesis firehose / cloudwatch / mlflow
Monitoring: Datadog / Sentry / cloudwatch
QA: Autify
Backlog management: Zenhub
Communication: Google Meet / Slack / Miro / Notion
応募資格Requirement [Requirements]
- Business level Japanese language skills
- Experience in improving the accuracy and validating the effectiveness of machine learning and statistical models (1+ years)
- Experience in explaining the results of data analysis to customers, decision makers, and other stakeholders (1+ years)

[Preferred requirements]
- Experience in image recognition model development
- Experience in anomaly detection model development
- Experience in data infrastructure and data pipeline development
- Experience in BtoB project development
- Experience in developing services using machine learning
- Experience in accepting papers for international conferences related to machine learning
日本語力Japanese level Native
雇用形態Employment type Full-time
勤務エリアLocation Tokyo
勤務時間Working hours Flexible working hours
想定年収Salary ¥8M - ¥12M
条件・待遇Condition [Conditions]
Employment Type: Permanent
Trial period: 3months
Estimated annual income: ¥8M-¥12M
Work location: Tokyo, Japan (remote work available)
Working hours: Flexible working hours (core time 11:00~16:00), Need to come to the office two days a week (Monday and Thursday)　
Holidays: 2 days a week (Saturdays and Sundays), national holidays
Vacation: Summer vacation, year-end and New Year holidays, and other vacations available
Benefits: Complete: Social insurance, stock options, other benefits
選考についてProcess [About selection]
Number of applicants: 1
Documents required for application: resume, resume of work
Online interview: Available
Interview language: Japanese
Number of interviews (flow): Application Screening → 1st Interview → 2nd Interview → Work sample → Final Interview
Application for overseas residents: Unavailable
* May change depending on the situation of the candidate
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