西门子Senior Principal Applied Scientist
任职要求
The role • Siemens builds the systems the physical world runs on: factories, power grids, buildings, trains, hospitals. Industrial and physical AI is a major opportunity in applied AI, and one of the harder ones to get right. There is a generation of AI-powered products to build. • We are forming an applied science organization in China to build the science behind them. The work sits at the intersection of machine learning research, real world data, and production systems running in industrial environments. • As Senior Principal Applied Scientist, you set the scientific direction for the pod. You decide which problems are worth solving with ML, what methods to apply, how to evaluate them, and how to move them from a research result to a model that runs in production. You are accountable for the science: the rigor, the evidence, and the outcomes. • This is a senior individual contributor role. Your impact comes from owning the hypotheses, the evaluation, and the path from research to production, and from raising the scientific bar across the team. Key responsibilities • Set the applied science roadmap for the pod across the core AI capabilities the product depends on, for example multimodal perception, language and agentic reasoning, time series modeling, control. • Convert product and system requirements into clear research questions, hypotheses, and success metrics. • Design and own the evaluation and benchmarking frameworks for generative and predictive models, including offline metrics, online experimentation, and robustness testing in industrial conditions. • Lead applied research projects end to end, from literature review and method selection through experimentation, ablation, and productization • Work with engineers to take models into production grade pipelines: data readiness, optimization, inference, observability. • Influence architectural and system deci…
工作职责
N/A
We’re looking for experienced Strategy Consultants to work closely with senior executives, government stakeholders, and internal delivery teams on complex AI transformation initiatives. In this role, you’ll help shape large-scale AI programs—from defining the right problems to designing executable strategies that translate vision into real outcomes. You will operate at the intersection of business strategy, technology, and execution, partnering with solution architects and delivery teams to ensure that strategies are actionable, commercially sound, and deliverable. - Work directly with senior client stakeholders to understand strategic priorities, organizational challenges, and transformation goals. - Define AI transformation strategies and roadmaps, including platform, capability, and use-case planning. - Translate complex business and policy objectives into structured, executable programs. - Develop executive-level presentations and decision materials for boards, steering committees, and senior leadership. - Collaborate with solution architects, delivery leads, and commercial teams to ensure alignment between strategy, technology, and execution. - Support business case development, value modeling, and phased investment planning. - Capture insights and best practices to continuously improve internal methodologies and playbooks.
Description - External Co-work with and thus support software development teams Leads software product architecture design, involves in product detailed design and review, covers the whole software life cycle, based on Schneider Electric product platforms and market requirements to enhance edge systems portfolio Act as key developer and owner of highly reusable and exceptionally reliable fundamental software components Work with project teams to provide software consultations to customers and other stakeholders
Responsibilities • Define and uphold the game’s design vision, core gameplay direction, and player experience goals from concept through development • Review and guide major design decisions, ensuring features align with player needs, product goals, and Riot’s quality expectations • Translate player insight, product context, and development realities into clear design direction and actionable priorities • Partner closely with internal developers and external co-development teams to align on design intent, execution quality, and iteration plans • Evaluate trade-offs, identify risks, and make agile decisions that help the team respond to feedback, data, and changing development needs • Lead and support a small design team by setting clear expectations, giving feedback, and fostering a collaborative, craft-focused environment