English summary for screening — check the original posting before applying.
Join ANDPAD as a Machine Learning Engineer to leverage AI and market data to solve social issues in the construction industry. You will be involved in everything from Proof of Concept (PoC) to MLOps, contributing to the platform's growth and improving the working styles of construction professionals.
Must-haves
- Experience developing and operating with Machine Learning, Deep Learning, and LLMs
- Ability to write readable and portable code
- Ability to understand business requirements and set appropriate metrics
- Ability to discuss with internal stakeholders and translate construction industry challenges into ML problems
- Ability to complete projects through appropriate communication with project members
- Ability to read academic papers in Machine Learning, Image Processing, LLM, or related fields
Nice-to-haves
- Software development and operation experience
- Development experience in cloud environments (Google Cloud, AWS)
- Experience discovering and solving large problems over a long time
- Experience developing and operating machine learning pipelines
- Degree in Computer Science, Machine Learning, or related fields
- Experience with academic paper publications or presentations in related fields
- Experience managing machine learning projects
- Experience managing teams
- Experience with OSS publication or contribution
- Experience with external technical output (writing, tech blogs, presentations)
Tech stack
PythonPyTorchVertex AI WorkbenchMLflowStreamlitFastAPIVertex AI PipelineBigQueryGitHubGithub ActionsesaConfluenceSlackGitHub issuesGitHub Copilot
Work style
Full remote is negotiable. Currently, primarily remote work due to COVID-19 prevention measures. Flexible time (10:00-19:00, core time 11:00-15:00). Location: Tokyo.
Other notes
Salary: Monthly 430,000 - 800,000 JPY. Annual salary 6,000,000 - 9,000,000 JPY. 3-month probation period with no change in conditions.