[Business description]
・ Analysis infrastructure design, construction
・ Machine learning pipeline design, construction
・ Data analysis required for algorithm design
・ Implementation support for various algorithms designed by the person in charge of algorithms

[Job description]
・ Infrastructure design and construction of business process data
-Manufacturing cost estimation data
-Transaction record data
-Manufacturing control process data
-Analysis of usage data of various products
・ Analysis of basic data to obtain business hypothesis and business improvement hypothesis
・ Realization of data processing pipeline in cooperation with each algorithm charge

【Development environment】
・ Language used
-Front end: HTML, CSS, TypeScript
-Backend: TypeScript, Rust, Kotlin
-Data Science: Python, R
· Framework library
-Frontend: React, Apollo, Next.js, styled-components, WebGL, WebAssembly
-Backend: Rust (Tokio, tonic, Diesel), Kotlin (Micronaut, Exposed), Node.js (Express, NestJS)
-Data Science: TensorFlow, PyTorch, scikit-learn
・ Infrastructure: GCP, GKE
-Database: PostgreSQL, Firestore
-API: GraphQL, REST, gRPC
・ Authentication: Auth0
-Development tools: GitHub, CircleCI, Figma, Sentry, DataDog, Storybook, Jupyter Notebook, Google Colab
・ Communication tools: Slack, Discord, JIRA

[Development organization]
・ Each development team
-Manufacturing costing product
-Manufacturing process / supply chain management products
-Drawing management product
-Manufacturing partner cooperation products
-In addition, we are planning new products ・ Management of each development team
-Centered on a team of 4-5 people
-Belong to a team or engage with multiple teams as a crossing role
-Support Scrum-based development cycle by tech leads and engineering managers
-Ticket management by JIRA

[Business description]
・ Design and implementation of back-end systems for systems used by caddy operations teams, customers, and supply partners
・ Technology selection and verification of middleware, frameworks, etc.
・ Architecture design of the entire back-end system
・ Various qualitative and quantitative research (users) System improvement / algorithm based on survey / log analysis / inquiry analysis, interface design with front end

[Job description]
・ Server-side application development by each development team 
―Manufacturing cost accounting product
―Manufacturing process / supply chain management product
―Drawing management product
―Manufacturing partner cooperation product
―Other new products are also planned

[Development organization]
・ Belonging to one of the development teams
―Mainly a team of 4-5 people
―Transfer between teams is appropriate
―Support by tech leads and engineering managers
・ Scrum-based development cycle
―Ticket management by JIRA

【Development environment】
Language used
-Front end: HTML, CSS, TypeScript
-Backend: Rust, Kotlin, TypeScript

Framework library
-Front end: React, Apollo, Next.js, styled-components, WebGL, WebAssembly
-Backend: Rust (Tokio, tonic, Diesel), Kotlin (Micronaut, Exposed), Node.js (Express, NestJS)

Infrastructure: GCP, GKE
Database: PostgreSQL, Firestore
API: GraphQL, REST, gRPC
Authentication: Auth0
Development tools: GitHub, CircleCI, Figma, Sentry, DataDog, Storybook
Communication tools: Slack, Discord, JIRA, Miro

Currently, about 500 companies, mainly enterprise customers, have introduced the main test execution product (CAT).
We have already provided multiple products inside and outside the company, and we plan to release new ones in the future.
We would like this position to play an active role as a launching member of the service platform that links with our products.

■ Provided contents: Test execution tool (CAT), Test design tool (TD), Quality education content
■ Provided by: Customers, SHIFT employees, general users


・ REST API development using Node.js and Golang
・ Foundation of common functions of products Starting from the authentication part, common functions such as authorization, billing, and license management have been established.
Eventually, we are also considering the utilization of user data.

[Technology stack]
* This is an initial assumption, and you will be involved in technology selection as you progress.
■ Language
・ Node.js (ES6 + Express)
・ Golang (gogin)
■ System operating environment
・ AWS (ALB Route53 WAF ECS Fargate ElastiCache (Redis) Aurora (MySQL) SQS SES S3 etc.)
・ CI / CD, configuration management undecided (Terraform or CloudFormation)
■ Development environment
・ Windows or Mac (Please choose your best environment)
・ It will be developed in GitLab + Docker environment.

[Working style]
・ You can work from home.

In the organization of freee, that is expanding its business, we design, develop, and operate the foundation for making data-driven decisions. In cooperation with data analysts, marketing, and application engineers, this role is to improve and improve the data infrastructure that supports freee's business and solve problems. We will also evolve freee's products through machine learning and lay the foundation for making them easier for users to use and of intrinsic value. It is an important task to create value in society while protecting important data for both users and freee.

[Details of business content]
・ ETL design / construction for processing daily accumulated data and storing it in an easy-to-use format
・ Design and build a DWH that all employees can access securely
・ Design and construction of data mart / data catalog infrastructure used in analysis / machine learning

Listed in December 2019, freee is currently accelerating investment in new product lineups in addition to its core business.
As a product vision, "a platform where anyone with ideas, passions and skills can grow their business strongly and smartly" is set up, and as a pioneer of open platform strategy in Japan's BtoB SaaS, we are actively developing business. ..
This position will lead the development of services related to new businesses in the Fintech domain utilizing the strengths of freee, collaboration with other companies, and application development utilizing the Public API.
We will investigate and design the goals you want to achieve, and consider and implement them, including how to achieve them. Mainly upstream design, utilizing external vendors, launching in-house projects, and setting the path to the goal.

[Details of business content]
・ Design / development / maintenance of service cooperation products
・ Design / development / maintenance of products for financial institutions
・ Development management of in-house developed apps provided by freee's app store

You will be in charge of back-end development of tools used by medical institutions in the field, and reports/applications used by examinees. So far, we have been developing an analysis platform that scales our own brain image processing engine on a large scale on the cloud, but this is the phase to prepare and launch for products. In the future, we plan to commercialize more advanced analysis technology with an appropriate backend.

・ Based on the content of the plan, we will consistently carry out from the specification exam of the server architecture, development to release.
(If you wish, you can participate from the planning process)
・ Task coordination with in-house and outsourced engineers
・ Support for automation of management and development, troubleshooting, etc.

[Development environment, software, tools]
-AWS in general
-GCP in general
-Kubernetes
-Go / gRPC
-Scala
-Hadoop / Spark
-Docker
-CircleCI
-Terraform
-Ansible
-GitHub
-Slack
-Clean architecture * Mac Book Pro (13 / 15inch), 27inch

With the mission of "making small business the leading role in the world," freee develops and provides services with the aim of realizing a "platform that allows anyone with ideas, passions, and skills to grow their business strongly and smartly." doing.

Product integration engineers are developing the account aggregation function of accounting freee with the mission of providing a state in which "whenever a user opens accounting freee, the latest information on external services is available and can be used immediately in business".

We will comprehensively link services that users are likely to need, reduce manual input to 0 as much as possible, and create an easy-to-use environment that can be used safely and immediately without tripping by using the link function. With the goal, we are building a foundation that can collect external data accurately and in real time and provide it in a stable manner.

We are looking for colleagues who will be responsible for the evolution of society through collaborative development with services of other companies in order to collect data necessary for user's work efficiency and decision making accurately and in real time and provide it stably.


[Details of business content]
・ Design / implementation / test / improvement of functions using APIs provided by financial institutions
・ Design / implementation / testing / improvement for expanding data linkage with external EC sites and payment services.
・ Operation / maintenance and efficiency improvement for stable function provision of integration features

Innovation Next là công ty chuyên cung cấp các giải pháp công nghệ toàn diện cho ngành nhân sự - tuyển dụng, giúp cải thiện môi trường làm việc và hoạt động kinh doanh của khách hàng.
-------------
【Nội dung công việc】
Bảo trì, lập kế hoạch và phát triển hệ thống cốt lõi, hệ thống chấm công và hệ thống ngoài nội bộ
■ Ngôn ngữ: Java, PHP
■ Chi tiết nhiệm vụ: Xác định yêu cầu/ Thiết kế/ Phát triển/ Đánh giá/ Bảo trì/ vận hành Hệ thống cốt lõi, hệ thống chấm công và hệ thống liên quan đến RPA

【概要】
既存のシステムの運用・監視から、構築・設計まで幅広くお任せ致します。

【業務詳細】
クライアントのシステム部門、データセンターに常駐して行います。
セキュリティの整った、同社の主要クライアント先での作業になります。
作業内容や勤務地については、スキルや希望によって異なるため、ご相談ください。

《案件例》
●大手 NW キャリア様案件・モバイルネットワーク設計/構築業務・ネットワークセキュリティ構築業務
●公安庁人事システム運用案件
●大手 Sier 様案件・Tivoli Storage Manager サーバ設計/構築案件ほか、多数あり

【概要】
製造/通信/メディカル業界等、様々な業界のシステムの設計・開発をお任せします。

【業務詳細】
医療系メーカー向け業務アプリケーション開発・通信キャリア向け新規サービス仕様検討
GIS ウェブサービス設計~開発~評価・医療用業務システムの開発~評価業務
プリンタメーカー向け新製品の仕様検討~開発~検証
など、幅広い業界でお客様へ技術支援を提供します。
限られた工程だけを担当するのではなく、企画・設計から開発、リリースまで全てに関わっていくことができます。

自社製品の開発なども行い、お客様の基幹システムといった業務系のシステム開発を行う。
最近は AWS や Azure、GCP(Google Cloud Platform)上で動くアプリケーションの開発にも力を入れています。

《案件例》
・Java や Python/Go といった言語を使った Web システム開発(社員スキル管理システム)
・IoT サービスとしての温度湿度ビーコンに連携した監視システム
(Android 向けアプリ:バックグラウンドは AWS で構築)
・外食産業向け MDM(Mobile Device Management)管理アプリケーションの開発
(GCP 上での開発:Python、Java)