Job offer curation - ⁨Algorithms⁩

建設業界向けのAIプラットフォームを開発する企業において、コンピュータビジョン（CV）分野の最先端AI技術を研究・開発する重要な役割を担います。主な業務は、高性能なAIアルゴリズムとモデルの設計・開発、CNNやTransformerを活用した画像認識システムの構築、機械学習モデルのパフォーマンス最適化、リアルタイムおよびバッチ処理のAIパイプライン開発です。クロスファンクショナルチームと密接に連携し、最新のAI/ML技術を製品に統合し、イノベーションを推進します。また、AIの倫理的側面に配慮しながら、透明性、多様性、プライバシーを重視した responsible AIの実践にも取り組みます。

【About GA technologies】 At GA technologies (GA), we operate at the intersection of Real Estate and Technology (PropTech). Our driving mission is: "Spark excitement and inspiration by fusing technology with innovation to propel the world forward." The real estate industry is ripe for technological disruption. GA technologies is a leading PropTech company innovating traditional processes and enhancing customer experiences within this massive market (over 10% of Japan's GDP). We are in a pivotal phase, akin to 'Online Real Estate 1.0,' defining the future of PropTech in Japan and building market-defining products. This means you'll experience a dynamic, fast-paced growth environment unlike that of mature services. 【What You'll Do】 ・Lead the design and development of systems to solve complex challenges unique to the Japanese real estate industry, such as information asymmetry, analog workflows, and cumbersome contract processes, using technology. ・Develop and enhance algorithms and scalable system infrastructure to achieve optimal real-time matching of buyers and sellers, leveraging customer and property data. ・Design and build scalable, highly available systems using microservices architecture, cloud-native technologies (e.g., containers, serverless), etc., to accommodate rapid business expansion and increasing data volumes. ・Collaborate closely with Product Managers, Designers, and business stakeholders to translate business requirements into robust technical solutions, proactively driving the entire process from requirements definition through design, implementation, testing, and release. ・Contribute to operational excellence by ensuring the stable operation of existing systems, monitoring and tuning performance, systematically addressing technical debt, and improving development efficiency through CI/CD pipeline enhancements. ・Lead technical decision-making for technology selection and architectural design within your domain. Take ownership of improving the team's technical capabilities and ensuring output qu

AI Software Developerのポジションでは、クラウド環境でのアーキテクチャ設計からエネルギーデータ分析基盤の開発まで幅広い業務があります。Python、Java、クラウドベースの技術に精通し、チームでの開発経験がある方を求めており、最先端のエッジAI技術を活用し、実世界の問題を解決する革新的なインフラを創造することができます。