RESPONSIBILITIES:
- Create DevOps roadmap and documentation plan for prediction functions, optimization functions or hardware control functions
- Lead the DevOps process of the prediction functions, optimization functions or hardware control functions of the energy aggregation system
- Make technical decisions in building multivariate models integrated with mathematical, statistical, physical, machine learning, AI models or control transfer function
- Define appropriate algorithms and methodologies for maintainable and scalable coding
- Build methodologies for collaboration with cross-functional teams, various service project owners and third parties
- 予測もしくは運用最適化の機能について開発から運用までのロードマップや文書整備計画を策定する
- エネルギーアグリゲーションにおける予測機能もしくは運用最適化機能の開発から運用までのプロセス全般を主導する
- 数学、統計、物理、機械学習、AIなどを活用した多変量数理モデルの構築において技術的な判断をする
- 保守性や拡張性を考慮したアルゴリズムやコーディングの方法論を定める
- クロスファンクショナルチームや様々なサービスプロジェクト担当者やサードパーティとの連携の手段を構築する
MINIMUM QUALIFICATIONS:
- Bachelor's degree in data science, computer science, mechanical engineering, electrical engineering, a related technical field, or equivalent practical experience
- 5+ years of experience in building multivariate models and data pipelines for prediction, optimization or hardware control by Python
- Capability of algorithm design, Implementation, evaluation, tuning and reporting
- Experience and skills in writing publications about electrical or thermal energy systems
- Proficiency in business level English skill and a passion to develop Japanese conversation skill
- データサイエンス、コンピュータサイエンス、機械工学、電気工学もしくはそれらに関連する技術領域や経験を持つ学士
- Pythonを用いた予測機能や計画最適化機能構築経験5年以上
- アルゴリズムの設計、実装、評価、チューニング、レポーティング能力
- エネルギーシステムに関する著作物作成の経験やスキル
- ビジネスレベルの英語スキルがあり、日本語の日常会話のスキル
NICE TO HAVES:
- Master's degree in data science, computer science, mechanical engineering, electrical engineering, a related technical field, or equivalent practical experience
- Experience in processes from software requirement definition to operations
- Experience in the software product development for the energy management system, electric power system, HVAC system or prediction systems (weather, traffic, logistics, stock trading, etc.)
- Experience and skills in API design
- Experience and knowledge in the quality control process such as ISO 9000 family
- Proficiency in business level Japanese
- データサイエンス、コンピュータサイエンス、機械工学、電気工学もしくはそれらに関連する技術領域や経験を持つ修士
- ソフトウェアの要件定義から運用までのプロセスの経験
- エネルギーマネジメントシステム、電力システム、HVAC、予測システム(気象、交通、輸送、株取引など)のソフトウェア開発の経験
- API設計の経験とスキル
- ISO9000シリーズのような品質管理プロセスの経験やスキル
- ビジネスレベルの日本語
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