We are Unlock Design, a recruitment agency based in Japan, and the job description below is an opportunity with one of our forward-thinking client companies. We aim to ensure a trustworthy and considerate experience for our candidates, emphasizing their privacy and long-term career goals. See our full promise and approach by visiting https://ud-intl.com/pledge/.
【Basic Information】
Client ID: 119000
Job ID: 1219
Position: システム開発エンジニア
Location: Tokyo
Salary: 4.5M - 8M JPY
Language: English (Conversational) + Japanese (Business level)
Contract type: Permanent
Who we are
BCG出身のCEO、CTOが2016年に設立したAIベンチャーです。「すべての産業の新しい姿を作る」「テクノロジーとビジネスを、つなぐ」をミッションとして掲げ、機械学習技術を活用して、クライアント企業のビジネスプロセスの中でも特に独自性や収益性の高いコアプロセスに対して、課題解決・技術の共同開発・新規事業や全社DX推進の支援などを行っています。 具体的には、「アカデミアから発進される最先端の機械学習技術」と「ビジネス現場の理解とそこへのAI導入の知見・ノウハウ」の2軸を武器として、汎用的なプロダクトやパッケージ製品では実現困難な課題を解決するオーダーメイドの「カスタムAI」を開発・提供しています。 多数あるAIベンチャーの中での当社の特徴は、クライアント企業における「新規事業」・「サービスへの応用を目的とした研究開発製品」に注力している点になります。現状の効率化や画一的なソリューションでは実現が難しい、現状で存在しない新たな価値を生み出すプロジェクトを多く手掛けています。
- English here
We are an AI venture founded in 2016 by a CEO and CTO from BCG. With the mission of "creating a new vision for all industries" and "connecting technology and business," the company uses machine learning technology to solve problems, jointly develop technologies, and support new businesses and company-wide DX promotion for core processes that are particularly unique and profitable in the business processes of client companies. We also provide support for new businesses and company-wide DX promotion. Specifically, we develop and provide tailor-made "custom AI" that solves issues that are difficult to solve with general-purpose or packaged products, armed with the two axes of "cutting-edge machine learning technology emanating from academia" and "understanding of business sites and the knowledge and know-how of AI implementation there. Our unique feature among many AI ventures is that we focus on "new business" and "research and development products for application to services" for our client companies. We work on many projects that create new value that does not currently exist and that are difficult to achieve with current efficiency and standardized solutions.
Roles and Responsibility
PoCから本開発(システムの本番導入)まで手がける案件の増加により、新たに開発エンジニアリングチームを立ち上げます。 弊社のソリューションデザイナや機械学習エンジニア、及び外部の協力会社と連携しながら、機械学習を用いたシステム/サービス開発を推進して頂きます。具体的には、PoC後の本番導入に向けて、機械学習システムの要件定義から設計・開発・テスト・運用までの一貫したフェーズをご担当いただきます。
【業務内容】
機械学習を用いたシステム/サービス開発の主導的立場での参画
機械学習エンジニアが実装したモデルをシステム上に載せるというイメージです。入社時点で機械学習に関する知識が無くても、入社後にキャッチアップして頂けます。
実運用観点からの機械学習モデルの改善支援
システム開発エンジニアチームの立ち上げ
【本ポジションの魅力】
機械学習の知識・経験が少なくても、機械学習システム開発に携われる
AIでイノベーションを起こす
名前だけでない、真にビジネスに役立つ機械学習システム開発に携われる
機械学習システムで様々な産業における事業/ビジネス上の課題を解決できる
設計からテスト工程まで全ての開発工程に携われる
様々なクラウドサービスを使った開発に携われる
成長を続けているAIスタートアップにて、新しいエンジニア組織の立ち上げに携われる
- English here
Due to the increasing number of projects involving the entire process from Proof of Concept (PoC) to full development (system production deployment), we are establishing a new development engineering team. Collaborating with our solution designers, machine learning engineers, and external partner companies, you will drive the development of systems and services using machine learning. Specifically, you will be responsible for the end-to-end phases, including requirements definition, design, development, testing, and operation, leading up to the full deployment after the PoC.
【Job Responsibilities】
- Taking a leading role in the development of systems/services using machine learning
- Deploying machine learning models implemented by machine learning engineers onto the system. Even if you don't have prior knowledge of machine learning at the time of joining, you can catch up after joining.
- Providing support for improving machine learning models from an operational perspective
- Establishing the system development engineering team
【Attractions of this Position】
- Involvement in machine learning system development even with limited knowledge and experience in machine learning
- Driving innovation with AI
- Contributing to truly business-useful machine learning system development, not just in name
- Solving business challenges in various industries using machine learning systems
- Involvement in all stages of development, from design to testing
- Participation in development using various cloud services
- Involvement in establishing a new engineering organization in a growing AI startup
Minimum Requirements
Java, PHP, Go, Python, Rustなどを用いた3年以上のバックエンド開発経験
クラウド（AWS/GCP/Azureのいずれか）を活用したシステム開発経験
インフラ（オンプレ・クラウド問わず）の設計・構築経験
RDB設計・構築スキル
教師あり学習と教師なし学習の違いがわかる程度の基本的な機械学習の知識
システムの要件定義から、設計・実装・テスト・運用までの実務経験
GitHubまたはGitLabを活用したコード管理経験
プロジェクトリーダー経験
- English here
- Over 3 years of backend development experience using Java, PHP, Go, Python, Rust, etc.
- Experience in system development utilizing cloud services (AWS/GCP/Azure)
- Experience in designing and building infrastructure (both on-premises and cloud)
- Skills in designing and building RDB (Relational Database)
- Basic knowledge of machine learning, understanding the difference between supervised and unsupervised learning
- Practical experience from requirement definition to design, implementation, testing, and operation of systems
- Experience in code management using GitHub or GitLab
- Experience as a project leader
Preferred Requirements
Pythonによるコーディングスキル
オブジェクト指向設計の経験
可⽤性、コスト最適性、セキュリティを担保したシステムのアーキテクチャ設計経験
プロジェクトマネジメントの経験
MLOpsの経験 フロントエンド開発の経験
- English here
- Coding skills in Python
- Experience in object-oriented design
- Experience in architecting systems that ensure availability, cost-effectiveness, and security
- Experience in project management
- Experience in MLOps (Machine Learning Operations)
- Experience in front-end development
The kind of person we are looking for
広い視点を持って、自身の業務範囲を超えて能動的に行動できる
チームワークを大切にし、チームメンバとコミュニケーションをとりながら業務を進めることができる ビジネス課題解決の視点を持って、固定観念にとらわれず業務を遂行できる
より良いシステム開発のあり方を探求し、それを実行できる方 機械学習モデルを組み込んだよりスマートなシステムの開発に興味をお持ちの方
- English here
- Possesses a broad perspective and can proactively take action beyond one's own scope of work
- Values teamwork and can progress tasks while communicating with team members
- Approaches tasks with a business problem-solving mindset and can carry out responsibilities without being bound by preconceptions
- Someone who explores and implements better system development practices
- Someone interested in developing smarter systems incorporating machine learning models
Conditions / Benefits
Employment type: Full time
Location: Ginza, Chuo-ku, Tokyo
・Nearest stations: Ginza, Shinbashi, Higashi-ginza, Tsukiji Market
Annual Salary: 4,500,000 - 8,000,000 JPY ・Determined based on skills, experience, and ability ・Bonus : twice a year (varies according to individual performance and company performance)
・Overtime allowance
Hours: 09:45 - 18:30 (1 hour break included)
・Flextime system available (No core time)
・Full remote work available
・Two days off per week (Saturdays and Sundays)
・National holidays
・Year-end and New Year holiday
・Celebration or condolence leave
・Paid leave
4 days during probationary period and 10 days after completion of probationary period (reduced depending on the month of joining based on April 1)
Probation: 3 months
Benefits:
- Various social insurances (employment/worker's accident compensation/health/employee's pension)
- Transportation expenses paid (full amount)
- Remote work allowance: 10,000 yen per month (subject to conditions)
- Remote work environment construction fee/30,000 yen (conditions apply)
- Regular health checkups
- Subsidy for attending seminars
- Subsidy for purchasing books
- Notebook PC + monitor provided
- Free drinks
- Subsidized twice-monthly friendship lunches
- Internal club activity
- Services provided by Kanto IT Software Health Insurance Association
- Second job available (prior request)
Interview Process
- CV Screening
- 1~2 interviews
- Final Interview
- Offer
