阿里巴巴LAZADA-Engineer-Logistics Algo-预测
任职要求
1、计算机科学或相关领域硕士及以上学历,有扎实的算法基础和编程能力。 2、3年以上相关工作经验,有物流、供应链或预测模型开发经验者优先。 3、熟悉常用的机器学习框架,如TensorFlow、PyTorch等,有实…
工作职责
1、负责构建和优化物流预测模型,包括但不限于时效预测模型、重量预测、件量预测等,以提高供应链效率和客户满意度。 2、利用大数据和机器学习技术,分析物流运输过程中的各种因素,准确预测货物送达时间。 3、与产品和运营团队紧密合作,将预测模型融入业务流程,提供决策支持。 4、持续监控和评估模型性能,根据业务变化及时调整和优化模型参数。 5、参与算法研发,推动物流时效预测领域的技术创新。
Headquartered in Singapore, Ant International powers the future of global commerce with digital innovation for everyone and every business to thrive. In close collaboration with partners, we support merchants of all sizes worldwide to realize their growth aspirations through a comprehensive range of tech-driven digital payment and financial services solutions. We are seeking for Java Software Engineers for our Malaysia Tech Center, work on end-to-end solutions for cross-border payments for our global merchants and globalization business. Key Responsibilities: 1. Design solutions involving integration with multiple systems and services. 2. Develop high volume, high performance, low latency and reliable mission critical applications. 3. Write maintainable, robust, and testable code. 4. Perform code and test case review. 5. Implement processes, solutions or tools to improve software delivery and quality. 6. Able to adopt latest software development trends and industry best practices.
We are aiming to leverage AI and other leading technology and dedicated to provide safe and reliable risk control capabilities behind payments. The core technologies include rule engines, model engines, intelligent algorithm models, etc., We are the leading platform with capabilities of high concurrent real-time risk calculations and massive big data analysis and processing. And as the core risk management tech platform for global payment business, we adopt a multi-center deployment architecture around the world. Here you may have the opportunity to learn more about and participate in the design and development of the following aspects: 1. Ultimate computing optimization at the millisecond level. 2. Behavior analysis and risk mining under massive data. 3. Global multi-center system architecture planning and high-availability solution design. 4. Participated in the design of R&D of risk control systems and big data platforms. You will also have the opportunity to explore the architectural design and implementation of cutting-edge technologies such as privacy computing and large models in risk control systems.
Join a dynamic team of designers, content strategists, and user researchers working on Alibaba’s global B2B e-commerce platform, Alibaba.com. We collaborate closely with product and business teams to create a top-tier online marketplace for businesses in regions like North America, Europe, and Southeast Asia. Alibaba.com is the original business of Alibaba Group, launched in 1999, and we’re focused on continuously improving it to better serve our global customers. As a Senior UX Researcher, you will be responsible for creating, driving, and implementing research plans to discover actionable insights for creating the user experience for web-based applications and mobile devices. You will deliver the right user insights at the right time, helping project team to create digital products that are good for users and good for business. You will use your deep understanding of the methods and best practices of user research to experiment with mixed methods research to generate unique user insights and drive product innovation. You will mentor junior team mates to deliver high-quality outputs while working effectively on managing stakeholders, overlapping projects, and competing priorities. Responsibilities: • Drive ideas to improve products and services through research-driven insights and recommendations. • Independently design and execute research studies with effective research methods (e.g., desk research, interviews, focus groups, usability testing, surveys, competitive analysis, etc.), representative participant profiles, and efficient recruiting strategies. • Proactively review and perform data analysis to extract insights and actionable recommendations from qualitative or quantitative data, and collaborate with teams to translate insights into product and business impact. • Present your work at research critique sessions to collect constructive feedback from the team and leadership. • Collaborate with designers, engineers, and product managers throughout the research, design, and product development processes. • Organize post-mortem reviews of your projects with collaborating teams, reflect on outcomes, and proactively suggest improvements. • Through knowledge sharing, leading by example, and constant learning, contribute to the team’s professional growth and development. • Constantly learn and implement AI in the workflow to enhance research efficiency, and proactively identify and suggest new tools for the team. • Effectively identify and implement new ways to conduct research, grow the team’s influence, and create impact.
You'll be joining the Lazada Pay team with extensive portfolio covering various Business Domains: Payments, Wallet, PayLater, Loans, Insurance, Digital Goods, Travel and more. 您将加入Lazada支付团队,负责覆盖支付、数字钱包、先享后付(PayLater)、贷款、保险、虚拟商品、旅行等多元化业务领域。 YOU CAN EXPECT TO BE 1) A Strategic Influencer, Pragmatic Do-er: Engage with customers and stakeholders to balance various objectives while maintaining user-centric design. Support product teams in discovery stages and define requirements using journey maps, information architecture, task flows, and user flows. Collaborate with product managers to fuel product roadmaps and prioritize new features, informed by UX perspectives. Transform abstract concepts into reality through teamwork with software architects and engineers. 2) A Savvy Operator in a Fast-Paced Environment: Manage ambiguity and navigate diverse stakeholder opinions to find suitable solutions. Deliver high-quality, compliant designs quickly, adapting to the iterative design process. Evolve the Design System by maintaining UX/UI standards and ensuring consistency across digital products. Provide guidance on UX/UI best practices across teams. KEY RESPONSIBILITIES 1) Lead Design Mastery: Build impactful partnerships with various stakeholders and navigate complex corporate dynamics. Engage in hands-on design processes from service to interaction design, adhering to Scrum/Agile methodologies. Incorporate industry best practices to create engaging user experiences and validate concepts with data. 2) Stakeholder Management & Design Advocacy: Communicate design clearly at all organizational levels and foster supportive relationships. Educate stakeholders on leveraging UED expertise to maximize project impact. Manage multiple projects and expectations in a fast-paced environment to provide focus for the team. 3) Independence & Ownership in Design Projects: Organise and prioritise design requirements in alignment with strategic roadmaps. Foster collaboration through discussions/workshops with stakeholders for alignment. Visualise complex concepts simply, facilitating effective communication with Product, Engineering, and Operations teams. Apply Design Thinking to convert customer needs into effective prototypes. 4) Team Contribution to DS: Drive discussions to unify and improve design components/style libraries across domains. Advocate for proper use of design system guidelines and support ongoing design system improvements by gathering feedback and tracking usage impact. 核心职责 1. 主导设计专业实践 -与多元利益相关方建立深度合作,驾驭复杂组织关系; -全程参与设计实施(从服务设计到交互设计),遵循Scrum/敏捷开发方法; -融合行业最佳实践打造高参与度用户体验,并通过数据验证设计概念。 2. 利益相关方管理与设计赋能 -向各层级清晰传递设计价值,构建支持性合作关系网络; -引导业务方善用UED专业资源,最大化项目影响力; -在快节奏环境中管理多项目优先级,为团队提供明确聚焦方向。 3. 独立主导设计项目 -根据战略路线图梳理并优先处理设计需求; -通过研讨会等形式推动跨团队协作共识; -将复杂概念可视化简化为可执行方案,促进与产品、技术、运营团队高效沟通; -运用设计思维(Design Thinking)将用户需求转化为高保真原型。 4. 设计系统共建 -推动跨业务域设计组件/样式库的统一与优化; -倡导设计系统规范的正确应用,通过反馈收集与影响追踪持续完善系统。