Data Analysis Engineer-AI
Job Summary
Description -
Job Summary
This role is responsible for analyzing and interpreting complex data sets using statistical techniques to identify trends patterns and insights that can be used to form business decisions and improve organizational performance. The role brings cutting edge perspective on programming techniques for data exploration mining preparation cleansing manipulation modeling and validation. The role explores potential opportunities for improving business outcomes with data analytics and improves productivity by recommending efficient automated processes for large scale data analyses and model development.
职位概述Job Summary
- 该职位负责运用统计技术对复杂数据集进行分析和解读识别可用于制定业务决策并提升组织绩效的趋势模式和洞察
- 该岗位需要在数据探索数据挖掘数据准备数据清洗数据处理建模和验证等方面应用前沿的编程技术和方法
- 该职位还需探索如何通过数据分析改善业务结果并通过推荐高效自动化的流程来提升大规模数据分析和模型开发的生产力
Responsibilities
Leads data mining using modern tools and programming languages.
Develops monitoring metrics to reflect real-world model performance and makes recommendations to shape the future direction of models and digital solutions.
Delivers predictive and prescriptive models of high complexity to surface insights; drives action defines success measures and tracks performance of models.
Strategizes models to uncover patterns and predictions creating business value and innovation.
Manages relationships with business partners to evaluate and foster data driven innovation provides domain-specific expertise in cross-organization projects/initiatives.
Ties insights into effective visualizations communicating business value and innovation potential.
Works with development teams and business units to ensure models are scalable and can be implemented as part of the delivered solution.
Leads project team(s) of data science professionals assuring insights are communicated regularly and effectively reviewing designs models and data compliance.
Represents the data science team for all phases of larger and more-complex development projects.
Provides guidance training and mentoring to less experienced staff members.
主要职责Responsibilities
- 使用现代化工具和编程语言领导并推进数据挖掘工作
- 开发监控指标用于反映模型在真实业务场景中的表现并基于结果提出建议指导模型和数字化解决方案的未来发展方向
- 开发高复杂度的预测性和处方性模型从数据中挖掘业务洞察推动相关行动落地制定成功衡量指标并持续跟踪模型表现
- 制定模型策略识别数据中的模式和预测信息为企业创造业务价值并推动创新
- 管理并维护与业务合作伙伴的关系评估和推动数据驱动创新为跨组织项目和计划提供领域专业支持
- 将分析结果转化为高质量的数据可视化内容有效传递业务价值和创新潜力
- 与开发团队及业务部门协作确保模型具备良好的可扩展性并能够顺利集成到最终解决方案中
- 领导数据科学项目团队确保洞察和分析结果得到及时有效的沟通同时审核方案设计模型质量及数据合规性
- 在大型及复杂项目的各个开发阶段代表数据科学团队参与项目工作
- 为经验较少的团队成员提供指导培训和辅导帮助其专业成长
Education & Experience Recommended
Four-year or Graduate Degree in Mathematics Statistics Economics Computer Science Data Science or any other related discipline or commensurate work experience or demonstrated competence.
Typically has 7-10 years of work experience preferably in data analytics statistical modeling machine learning or a related field.
教育背景与工作经验要求Education & Experience Recommended
- 拥有数学统计学经济学计算机科学数据科学或其他相关专业的本科及以上学历或者具备与上述学历相当的工作经验及经验证明的专业能力
- 通常需要具备 710年相关工作经验优先考虑拥有以下领域经验的候选人
- 数据分析Data Analytics
- 统计建模Statistical Modeling
- 机器学习Machine Learning
- 其他相关技术领域
Preferred Certifications
Programming Language/s Certification (SQL Python or similar)
优先认证Preferred Certifications
- 编程语言相关认证如 SQLPython 或其他类似编程语言认证
Knowledge & Skills
Algorithms
Amazon Web Services
Apache Spark
Artificial Intelligence
Big Data
Computer Science
Data Analysis
Data Mining
Data Science
Data Visualization
Deep Learning
Machine Learning
Natural Language Processing
Predictive Modeling
Python (Programming Language)
R (Programming Language)
SQL (Programming Language)
Statistical Modeling
Statistics
Tableau (Business Intelligence Software)
Cross-Org Skills
Effective Communication
Results Orientation
Learning Agility
Digital Fluency
Customer Centricity
Impact & Scope
Impacts function and leads and/or provides expertise to functional project teams and may participate in cross-functional initiatives.
Complexity
Works on complex problems where analysis of situations or data requires an in-depth evaluation of multiple factors.
Disclaimer
This job description describes the general nature and level of work performed in this role. It is not intended to be an exhaustive list of all duties skills responsibilities knowledge etc. These may be subject to change and additional functions may be assigned as needed by management.
Job -
Data & Information TechnologySchedule -
Full timeShift -
First Shift (China)Travel -
Relocation -
Equal Opportunity Employer (EEO) -
HP Inc. provides equal employment opportunity to all employees and prospective employees without regard to race color religion sex national origin ancestry citizenship sexual orientation age disability or status as a protected veteran marital status familial status physical or mental disability medical condition pregnancy genetic predisposition or carrier status uniformed service status political affiliation or any other characteristic protected by applicable national federal state and local law(s).
Please be assured that you will not be subject to any adverse treatment if you choose to disclose the information requested. This information is provided voluntarily. The information obtained will be kept in strict confidence.
For more information review HPsEEO Policy or read about your rights as an applicant under the law here: Know Your Rights: Workplace Discrimination is Illegal
Required Experience:
IC