MLOps Engineer

株式会社LayerX

  • MLOps
  • SaaS
  • FinTech
  • AWS
  • GCP
  • Docker
  • OpenSearch
  • Terraform
  • Node.js
  • TypeScript
  • Vue
  • React
  • MySQL
  • DynamoDB
  • Redis
  • Datadog
  • Autify
  • Notion
  • DE&I Policy
  • Machine Learning
  • Data Infrastructure
  • Backend
  • Frontend
  • Data Processing Tool
  • Middleware
  • Programming Tool
  • Product quality assurance
  • Backend management

Company Info

LayerX provides highly effective products using SaaS+Fintech and challenges the improvement of UX using Fintech. We are aiming to be at the forefront in this field where Japan has not yet taken the lead, and we are aiming for the top.

Job Summary

As an MLOps engineer, you will be involved in improving operations related to machine learning and the construction of data infrastructure, as well as the effective verification of model effects, development of OCR components, and extensive work in natural language processing and other areas. In addition, we are seeking experience in technology selection, architecture design, and project promotion to advance projects.

Duties

To deliver highly effective and innovative products in the SaaS+Fintech field, you will be responsible for the following tasks. You will be involved in the development and operation of functions to improve functionality, continuous model improvement, data infrastructure construction, and data shaping, as well as the development of large-scale systems, the development of functions to support machine learning, and the development of decision-making systems. In addition, we are seeking experience in technology selection, architecture design, and the design of backend APIs, as well as database design, large-scale system infrastructure design, operation, and project experience. Furthermore, we are seeking individuals who can listen to the voice of customers, provide value in the team, and actively acquire technology and knowledge, as well as individuals who can listen to the voice of customers, provide value in the team, and actively acquire technology and knowledge.

Requirements

・Continuous improvement of operations related to machine learning and creation of business value through experience ・Experience in data infrastructure and data pipeline development ・Experience in web application development/operation ・Experience in large-scale system development and operation in AWS or similar cloud environments ・Ability to perform natural language processing and recognition in Japanese / Native-like fluency in Japanese

Welcomed Skills

・Experience in technology selection and architecture design, and project promotion ・Project experience from technology selection / architecture design to project promotion and advancement ・Experience in backend API design / database design ・Experience in large-scale system infrastructure design, operation, and project experience ・Experience in technology selection and architecture design, and the improvement of effectiveness and quality ・Experience in OSS and technology community activities

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MLOps Engineer

株式会社LayerX

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