自由职业者业务分析师(Google云平台)
Freelancer Business Analyst for Google Cloud Platform
职位描述
技能与岗位匹配:
统计与SQL:
- 需要具备技术思维或过去的数据/BI分析经验
- 具备深入的业务理解能力,特别是客户收入增长方面
- 处理来自多个平台的客户数据,以识别趋势、模式和洞察
- 开发分析解决方案并有效传达发现
你将负责:
· 使用统计工具、数据可视化和业务用例,与产品和业务团队合作提供洞察和分析
- 理解支持复杂业务流程/应用的现有数据库设计(逻辑/物理)
- 编写高级BigQuery查询,跨多个数据领域有效查询和导航,以生成数据分析结果。能够使用复杂的连接、子查询和分析函数返回干净、全面且相关数据集
- 能够用JavaScript、Python编写复杂的BigQuery函数,读取提取JSON和其他复杂数据结构
- 理解数据仓库和数据管理流程,包括源到目标映射、业务和转换规则以及数据消费系统
- 与其他数据分析师和技术/数据库负责人协作,为数据问题提供见解,推动业务决策和处理事件。对大型数据集进行结构化以找到可用信息
- 在跨团队环境中直接指导和监督复杂问题的解决。开发替代方案解决数据问题
- 排查和诊断数据质量问题和异常,并提供数据发现和分析结果
- 向多个层级的利益相关者有效展示发现和建议,创建定量信息的可视化展示
- 进行分析以确定新项目试点设置、新功能、客户行为
- 构建和维护用于跟踪业务表现和产品采用情况的仪表盘
你需要具备:
· 统计学、计算机科学、工程、数学、数据科学等定量领域的学士或硕士学历
- 具有SQL脚本编写经验,能够提取大量数据并分析结果
- 2-3年行业经验,为公司或多家公司分析数据
- 能够将分析结果转化为业务建议,具备优秀的书面和口头沟通能力
- 对数据、指标、分析和具有兴趣和能力
查看英文原文
Job description
Skill & Role Fitment :
Statistics & SQL :
- Need to have a technical bent of mind or past Data/ BI analyst experience.
- Deep Business understanding mindset especially revenue growth of their customers
- Dealing with customer data aggregated from MULTIPLE PLATFORMS to identify trends, patterns, and insights
- Developing analytical solutions & communicating findings effectively
What You Will Do :
- Deliver insight and analysis using statistical tools, data visualization, and business use cases with the Product and Business teams
- Understand the existing database design (logical/physical) that support complex business processes/applications
- Author advanced BigQuery to effectively query and navigate across multiple data domains to produce data analysis findings. Able to use complex joins, subqueries, analytical functions to return clean, comprehensive, and relevant datasets
- Ability to write complex BigQuery functions in Javascript, Python to read extract JSON and other complex data structures
- Understand data repositories and data management processes to include source to target mappings, business and transformation rules and data consuming systems
- Collaborate with project team members to include other data analysts and technical/database leads providing insights into data issues driving business decisions and processing events. Structure large data sets to find usable information
- Direct and oversee complex issue resolution in a cross-team environment. Develop alternate solutions to solve data issues
- Troubleshoot and diagnose data quality issues and anomalies and offer data findings and analysis outcomes
- Deliver effective presentations of findings and recommendations to multiple levels of stakeholders, creating visual displays of quantitative information
- Conduct analysis to determine new project pilot settings, new features, customer behavior
- Build & maintain dashboards for tracking business performance and product adoption
What You Will Need :
- BA or MS degree in a quantitative field such as: Statistics, Computer Science, Engineering, Mathematics, Data Sciences
- Experience in scripting with SQL, extracting large sets of data, and analyzing results
- 2-3 years of industry experience, analyzing data for a company or companies
- Ability to translate analysis results into business recommendations, and excellent written and verbal communication skills
- Interest and aptitude in data, metrics, analysis, and trends and applied knowledge of measurement, statistics, and program evaluation
- Distinctive problem-solving skills and impeccable business judgment
- Experience in an interdisciplinary/cross-functional field
- Self-learner and eager to understand data, business processes, concepts, and technologies
- Expertise in SQL with experience using data visualization and dashboarding tools (e. g. Tableau, Metabase, Google Data Studio, Clevertap, Python)
- Experience in delivering products as end-to-end data solutions (from data pipelining to analysis, presenting, and scalable adaption)
- A strong business sense with the ability to transform ambiguous business and product issues into well-scoped, impactful analysis
- Strong ability to design and conduct simple experiments
- A goal-oriented, critical-thinking mindset with the ability to work equally well within a team and independently with minimal supervision
Role: Business AnalystIndustry Type: IT Services & ConsultingDepartment: Data Science & Analytics
Originally posted on Himalayas