数据分析

数据分析师职位描述模板

A data analyst is someone whose goal is to extract value from data by uncovering useful information 和 enabling data-driven business decision-making. Often the link between business stakeholders 和 data, a data analyst is expected to have great analytical 和 communication skills.

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A data analyst is someone whose goal is to extract value from data by uncovering useful information 和 enabling data-driven business decision-making. Often the link between business stakeholders 和 data, a data analyst is expected to have great analytical 和 communication skills.

常与混淆 数据科学家,数据分析师 do 分担他们的责任. But 数据科学家 focus on creating 和 enhancing data-driven products 和 processes. Data analysts instead focus on generating business insights. Therefore domain expertise 和 communication skills are more relevant than a deep underst和ing of 机器学习人工智能.

A data analyst’s tasks include identifying valuable problems to solve, 从各种来源收集数据, 和 cleansing 和 preparing data for analysis. 然后研究收集到的数据, 进行统计分析, 并有效地传达调查结果.

The following job description template will help you find the right data analyst capable of enabling your business to profit from data-driven decisions.

Data Analyst - 工作描述 和 Ad Template

Copy this template, 和 modify it as your own:

公司介绍

{{ Write a short 和 catchy paragraph about your company. Make sure to provide information about the company’s culture, perks, 和 benefits. 提及办公时间, 远程工作的可能性, 和 everything else that you think makes your company interesting. }}

工作描述

We are looking for a data analyst to help us make better business decisions using information from our available data. Your task is to gather 和 prepare data from multiple 来源, 运行统计分析, 和 communicate your findings in a clear 和 objective way.

{{添加项目的详细描述, 指示问题域, 数据源, 和 types of data (structured/unstructured); 和 specifying the deliverables (report, 指示板, 演讲, 等.)你需要. }}

责任

  • Underst和ing the business requirements so as to formulate the problems to solve 和 restrict the slice of data to be explored.
  • 从各种来源收集数据.
  • 执行清理, 处理, 和 validation on the data subject to analyze, 以保证其质量.
  • 探索和可视化数据.
  • Performing statistical analysis 和 experiments to derive business insights.
  • Clearly communicating the findings from the analysis to turn information into something actionable through reports, 指示板, 和/或报告.
  • {{ Add any other relevant responsibilities here }}

技能

  • Experience solving problems in the project’s business domain.
  • Experience with data integration from multiple 来源 {{如果已知,请指定可能的数据 来源. }}
  • Proficiency in at least one query language, especially SQL.
  • Experience with NoSQL databases, such as MongoDB 和 Cass和ra.
  • Experience with popular statistical 和 机器学习 techniques, 比如集群, 线性回归, 然而,, 决策树, 等.
  • 良好的脚本技能 {{ Specify languages, frameworks, 和 tools if required. }}
  • Proficiency in at least one data visualization tool, such as Matplotlib, Plotly, D3.Js、ggplot等.
  • Experience with BI tools such as Tableau 和 Power BI.
  • 良好的沟通技巧.
  • {{确保提及任何其他框架, 库, or other technologies relevant to your project. }}
  • {{ List any education level or certification you may require. }}
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