Data Scientist
大连天立软件有限公司
- 公司规模：150-500人
- 公司性质：民营公司
- 公司行业：计算机软件
职位信息
- 发布日期：2019-10-24
- 工作地点：上海-黄浦区
- 招聘人数：2人
- 工作经验：无工作经验
- 学历要求：博士
- 职位月薪：1.5-2万/月
- 职位类别：算法工程师
职位描述
Responsibilities
? Collaborate with end customer and internal cross-functional stakeholders to understand their business needs. Formulate a roadmap of project activity that leads to measurable improvement in business performance metrics/key performance indicators (KPIs) over time.
? Conduct end-to-end analysis that includes data gathering and requirements specification, analysis, ongoing scaled deliverables and presentations.
? Architect, develop and automate Business Intelligence (BI) and analytics solutions. Iteratively build and prototype dashboards to provide insights at scale.
? Make business recommendations (cost-benefit, invest-divest, forecasting, impact analysis) with effective presentations of findings at multiple levels of stakeholders through visual displays of quantitative information.
? Develop comprehensive understanding of data structures and metrics, advocating for changes where needed.
Qualifications
? A PhD in an data-related discipline.
? Previous experience as a Project Leader or Project Scientist for data-driven projects, or demonstrated potential from other leadership roles to assume such a role.
? Demonstrated knowledge of data services and/or previous research experience involving extensive use of such services.
? Ability to engage and build relationships across a range of stakeholder groups and technical project teams.
? The ability to work effectively as a member and leader of a regionally dispersed project team to provide the high level specifications, communications and science leadership needed to ensure that project deliverables are met.
Role Specific Characteristics May Include
? Background in Computer Science, Electrical Engineering, Statistics, Physics, Mathematics, Operations Research or equivalent technical field
? Knowledge of machine learning and data mining techniques in one or more areas of statistical modeling methods, time series, text mining, optimization, information retrieval.
? Ability to prototype statistical analysis and modeling algorithms and apply these algorithms for data driven solutions to problems in new domains.
? Software development skills in one or more high level languages (C#/C/C++/Java/F#), one or more scripting languages (Python/Perl/Shell), knowledge of R. Expertise any of the common ML tools (Weka, R, RapidMiner, KNIME, Scikit Learn, SAS, SPSS, ModelBuilder etc.) is a plus.
? Ability to build production grade machine learning enabled solutions end to end.
? Ability to build production grade artificial intelligence enabled solutions end to end.
? Collaborate with end customer and internal cross-functional stakeholders to understand their business needs. Formulate a roadmap of project activity that leads to measurable improvement in business performance metrics/key performance indicators (KPIs) over time.
? Conduct end-to-end analysis that includes data gathering and requirements specification, analysis, ongoing scaled deliverables and presentations.
? Architect, develop and automate Business Intelligence (BI) and analytics solutions. Iteratively build and prototype dashboards to provide insights at scale.
? Make business recommendations (cost-benefit, invest-divest, forecasting, impact analysis) with effective presentations of findings at multiple levels of stakeholders through visual displays of quantitative information.
? Develop comprehensive understanding of data structures and metrics, advocating for changes where needed.
Qualifications
? A PhD in an data-related discipline.
? Previous experience as a Project Leader or Project Scientist for data-driven projects, or demonstrated potential from other leadership roles to assume such a role.
? Demonstrated knowledge of data services and/or previous research experience involving extensive use of such services.
? Ability to engage and build relationships across a range of stakeholder groups and technical project teams.
? The ability to work effectively as a member and leader of a regionally dispersed project team to provide the high level specifications, communications and science leadership needed to ensure that project deliverables are met.
Role Specific Characteristics May Include
? Background in Computer Science, Electrical Engineering, Statistics, Physics, Mathematics, Operations Research or equivalent technical field
? Knowledge of machine learning and data mining techniques in one or more areas of statistical modeling methods, time series, text mining, optimization, information retrieval.
? Ability to prototype statistical analysis and modeling algorithms and apply these algorithms for data driven solutions to problems in new domains.
? Software development skills in one or more high level languages (C#/C/C++/Java/F#), one or more scripting languages (Python/Perl/Shell), knowledge of R. Expertise any of the common ML tools (Weka, R, RapidMiner, KNIME, Scikit Learn, SAS, SPSS, ModelBuilder etc.) is a plus.
? Ability to build production grade machine learning enabled solutions end to end.
? Ability to build production grade artificial intelligence enabled solutions end to end.
职能类别：算法工程师
公司介绍
天立集团是中国领先的专业IT服务商，员工总人数超过500人。天立集团总部位于深圳，在大连、上海、武汉、成都都设有分支机构。大连天立软件有限公司和大连天立人力资源有限公司是天立集团在大连的分支机构。天立软件有着经验丰富的的管理团队，强大的技术和资源管理系统。对行业的深入了解、优秀的人才储备以及良好的客户关系，奠定了大连天立软件在本地服务市场的优势地位。天立软件专注于为金融服务、石油电力、电信、物流、交通等行业提供IT服务，使telisoft成为行业优秀的IT解决方案和服务供应商。