Data Science Intern
2 weeks ago
Overview:
Analysis Group is one of the largest international economic consulting firms, with more than 1,000 professionals across 14 offices in North America, Europe, and Asia. Since 1981, we have provided expertise in economics, finance, health care analytics, and strategy to top law firms, Fortune Global 500 companies, and government agencies worldwide. Our internal experts, together with our network of affiliated experts from academia, industry, and government, offer our clients exceptional breadth and depth of expertise.
Analysis Group provides economic, financial, and strategy consulting to law firms, corporations, and government agencies. At Analysis Group, Data Science is a center of excellence within a company that already has decades of experience focused on analysis involving data. The Data Science team is charged with collaborating with leading internal and external academic experts to find creative solutions to some of the most challenging and high-value problems we face.
**Job Functions and Responsibilities**:
The Data Science Intern will help develop, maintain and teach new tools and methodologies related to data science and high-performance computing. This position will also help Analysis Group in maintaining our leadership position in terms of advancing methodology and data analytics. The Data Science Intern will be responsible for staying abreast of new developments in technology relating to data science, to share more broadly with Analysis Group.
**Key responsibilities for this position will include**:
- Working with project teams to address data science/computing challenges
- Identifying opportunities for technology to enhance service offerings
- Acting as a resource and participating in client engagements and research as part of the project team
- Maintaining up-to-date knowledge of computing tools, providing technical training and helping to grow the in-house knowledge base, specifically in a Linux environment
**Examples of activities for the Data Science Intern will include**:
- Developing data engineering and machine learning production systems for full stack data science projects
- Using natural language processing methodologies to work with EMR data, social media data and other unstructured data
- Optimizing procedures for managing and accessing large databases (e.g., insurance claims, electronic health records, financial transactions)
- Creating interactive analytics portals and data visualizations (e.g., using R/Shiny, Python/Flask, D3)
- Building and maintaining high performance computing (HPC) tools on grid and cloud computing environments
- Developing and reviewing software and packages in R, Python and other Object Oriented Languages
- Establishing optimized procedures for repetitive or computationally intensive tasks (C, C++, Cuda-C)
**Qualifications**:
- Significant experience working within a Linux environment required, experience with Docker and front-end development using a Javascript framework (e.g., Vue.js, Angular) is highly preferred.
- Strong credentials and experience in database management and/or data visualization is preferred.
- Demonstrates strong interpersonal, written, and oral communication skills.
- Project experience with Python and/or R is preferred.
- Familiar with online/cloud computing/storage (e.g. Azure, AWS) is preferred.
- Demonstrated experience working on project teams and collaborating with others.
**How to Apply**:
AG is committed to take all necessary steps to help curb the spread of COVID-19 which includes getting the COVID-19 vaccine. We feel strongly that this is the best way to help protect those we value most: our employees, families and communities. As of October 4th, 2021, only employees who are fully vaccinated against COVID-19 may attend our offices and confirmation of vaccination status will be requested. As a new AG employee, you will be need to provide proof of vaccination in order to access our offices. We continue to monitor and assess the situation on an ongoing basis.
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Groupe d’analyse est l’une des plus grandes sociétés de conseil en économie, avec plus de 1000 professionnels répartis dans 14 bureaux en Amérique du Nord, en Europe et en Asie. Depuis 1981, nous fournissons une expertise en analyse et en stratégie dans les domaines de l’économie, de la finance et de la santé, à des cabinets d’avocats de premier ordre, des entreprises du Fortune Global 500 et des organismes gouvernementaux du monde entier. Nos experts internes, en collaboration avec notre réseau d’experts affiliés issus du monde universitaire, de l’industrie et des entités publiques, offrent à nos clients un éventail de connaissances d’une étendue et d’une profondeur exceptionnelles.
En tant qu’un stagiaire en sciences des données et membre du groupe de science des données, vous contribuerez à aux activités de nos clients ainsi qu’à la conception et au développement d’outils et d’infrastructures propre à
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