求める人材: Roles & Responsibilities * Lead end-to-end delivery of AI/ML, data platform, and cloud modernization initiatives across engineering, platform, and business teams using Agile, Scrum, SAFe, or hybrid delivery models * Apply agile delivery practices including iteration planning, backlog refinement, sprint execution, and PI planning (where applicable) * Partner closely with architects, tech leads, and engineers to translate technical designs into executable delivery plans * Own and maintain integrated delivery plans covering architecture, development, data, infrastructure, security, and release activities * Drive technical dependency management across application, data, infrastructure, and integration layers * Actively participate in architecture, design, and technical planning discussions to identify delivery risks, constraints, and trade-offs early * Manage release planning and execution across CI/CD pipelines and Dev/Test/Prod environments * Identify, assess, and mitigate technical risks related to scalability, data quality, security, performance, and environment readiness * Ensure delivery alignment with SDLC, agile, and hybrid delivery models * Provide clear, technically grounded delivery status, risks, and recommendations to senior technical and business stakeholders * Support budget tracking, cost control, and vendor coordination, ensuring delivery commitments align with commercial constraints * Ensure adherence to governance, compliance, and audit requirements throughout the delivery lifecycle (GDPR, SOC2, ISO) Skills & Requirements * 4 to 8 years of experience in technical project or delivery management * Proven experience managing AI/ML, data platform, or cloud modernization programs * Strong understanding of SDLC for data, AI, and platform-based systems * Working knowledge of cloud platforms, data pipelines, AI/ML workflows, and system integration patterns * Experience with CI/CD pipelines, release management, and multi-environment delivery (Dev/Test/Prod) * Strong capability in technical dependency management, risk assessment, and milestone planning * Experience with budgeting, cost tracking, and vendor management in enterprise programs * Familiarity with compliance, audit, and governance frameworks such as GDPR, SOC2, and ISO * Ability to engage credibly with senior engineers, architects, and platform teams on technical topics * Strong stakeholder management and executive-level written and verbal communication * High ownership, accountability, and ability to make decisions under ambiguity