dsa,全称data science analyst(数据科学分析师),是企业中关键的角色,负责利用数据挖掘、统计分析和机器学习等技术,从海量数据中提取有价值的信息,以支持决策制定和业务优化。
1. 熟练掌握python、r或sql等编程语言,具备数据清洗、预处理和建模能力。
2. 精通数据分析工具,如excel、tableau、power bi等,能高效呈现数据洞察。
3. 具备扎实的统计学基础,理解并能应用各种预测模型。
4. 能够解读业务需求,将复杂数据转化为可操作的商业洞察。
5. 拥有良好的沟通技巧,能向非技术人员清晰解释数据分析结果。
6. 对业务流程有深入理解,能够参与业务改进和策略制定。
7. 持续关注行业动态,不断提升数据分析技能和知识体系。
dsa在日常工作中,主要负责收集、整合来自多个来源的数据,通过数据清洗和预处理,确保数据质量。他们运用统计方法和机器学习算法,对数据进行深入探索,发现潜在的模式、趋势和关联性。dsa不仅停留在技术层面,更要理解业务逻辑,将分析结果以可视化方式呈现,帮助管理层和团队理解数据背后的故事,从而驱动业务决策。
此外,dsa需要与跨部门团队紧密合作,参与项目规划和执行,确保数据分析工作与业务目标一致。他们需要具备解决问题的能力,面对复杂的数据挑战,能够提出创新的解决方案,并在实践中验证其有效性。
1. 数据采集与管理:收集内外部数据源,建立数据仓库,确保数据安全和合规性。
2. 数据分析与建模:运用统计方法和预测模型,进行趋势分析、异常检测和客户细分等。
3. 可视化报告:创建交互式仪表板,以图表形式展示分析结果,便于决策者理解。
4. 业务洞察:挖掘数据价值,提供业务优化建议,支持产品改进、市场策略制定等。
5. 项目协作:与产品经理、开发人员、市场营销等部门协同工作,确保数据驱动的项目顺利实施。
6. 技术研究与创新:跟踪最新数据科学技术,评估并引入新的分析工具和方法,提升分析效率和准确性。
dsa是企业数据资产的守护者和增值者,他们的工作贯穿于业务的各个阶段,从战略规划到执行监控,始终以数据为依据,推动企业持续发展。
第1篇 dsa工程师岗位职责
数据库开发工程师(dsa) 安客诚信息服务(上海)有限公司 安客诚信息服务(上海)有限公司南通分公司 职责描述:
主要负责来自于美国团队的相关项目。要求能够使用 mysql和 linu_来完成澳洲和日本客户的 相关任务
任职要求:
1.本科及以上学历
2.5年及以上 dw/bi或者数据库相关工作经验
3.熟悉常用关系型数据库的一种或多种,如:oracle, mysql, mssql server等,具有较强的 sql 编程和调优能力
4.对数据敏感,具有一定的数据探查和数据理解能力
5.具有良好的沟通能力和客户服务意识,有很强的责任感
6.具有数据挖掘和模型相关工作经验者优先
7.有 linu_ shell script, python或 r开发经验优先
8.有 hadoop平台数据处理经验优先
9.英语能力较好者优先
第2篇 售后维修工程师, ct/mr/dsa/_-ray岗位职责描述岗位要求
职位描述:
job posting description
in this role, you have the opportunity to
deliver qualified service to customers including corrective maintenance, preventative maintenance, installation and fco. this position is very important to ensure long term customer satisfaction and loyalty, and is playing a very important role in the growth of customer service business and sales business.
you are responsible for
plan and deliver assigned service to customers with high quality, including corrective maintenance, preventive maintenance, installation and fco, focus on the efficiency and service quality.
develop and maintain good relationships with customers, ensure customer satisfaction and loyalty; own customer service quality kpis for assigned account. ensure service process implemented effectively.
support cs business
attend training and develop relevant knowledge and skills, focus on service competence level and actual service capabilities.
provide service support to team members as required, focus on good team work.
prepare and provide kinds of service report on an accurate and timely basis
other tasks assigned by team & company
you are a part of
e_ternal customer: deliver daily service to customer and ensure customer satisfaction. show philips’ enterprise culture and ensure philips’ enterprise image.
support function: ensure the service process correct implementation and timely feedback for better service process improvement.
ensure individual service business tgt achievement;
ensure individual service delivery quality.
sales distributor: cooperate with sales distributor in varied sales or marketing activities. one face to customer.
to succeed in this role, you should have the following skills and e_perience
education: college, university bachelor or above, advanced electronics certificate or equivalent in electrical engineering
e_perience:
0~years work e_perience on customer service in healthcare industry
travel frequency: >50%
competency and skills:
strong technical knowledge on healthcare products
strong communication skill and open mind to share with others
clear and logic thinking
ability to handle multi tasks
good e_ecution skill
e_cellent english skill in reading, writing and speaking
willing to take responsibility
self-motivation and self-management
in return, we offer you
a path towards your most rewarding career. philips is growing its marketing capability enterprise wide. succeeding in this market-based role in a comple_ environment will open many doors for your long term career, in other areas in philips or otherwise. we also believe that we are at our best as a company when you are at yours as a person. thus, we offer competitive health benefits, a fle_ible work schedule and access to local well-being focused activities.
why should you join philips
working at philips is more than a job. it’s a calling to create a healthier society through meaningful work, focused on improving 3 billion lives a year by delivering innovative solutions across the health continuum. our people e_perience a variety of une_pected moments when their lives and careers come together in meaningful ways. learn more by watching this video.
to find out more about what it’s like working for philips at a personal level, visit the working at philips page on our career website, where you can read stories from our employee blog. once there, you can also learn about our recruitment process, or find answers to some of the frequently asked questions.
第3篇 dsa工程师岗位职责任职要求
dsa工程师岗位职责
dsa 维修工程师 健康力(北京)医疗科技有限公司 健康力(北京)医疗科技有限公司 1、负责dsa医疗设备的维修,协调医院与公司之间关系,收集反馈维修数据。
2、严格遵守公司的运营流程,第一时间响应客户的服务需求。
3、按照保养计划规定定期进行设备保养,提高设备使用率。
4、负责驻地医院医疗设备保养、维修,及客户关系维护。
5、对客户提供使用培训以及日常技术支持。
6、定期对维修任务进行总结分析,强化维修能力。
7、协调相关产品技术支持解决技术问题,提高用户满意度。
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