“Understand how clients use our products”
Introduction
ActiveViam has shown that its proprietary software Atoti is the leading technology to interactively analyse datasets from Gigabytes to Terabytes. Atoti can harness the largest machines of Cloud platforms and on-premise DataCenters to make all the CPUs work at a blazing speed on their Terabyte RAMs filled with client data.
Atoti is delivered to clients as a set of libraries. They are the building blocks to create their projects. This encompasses the setup of the data model: the tables and joins, the creation of new metrics and axes for analysis. It contains utility to load data into the project, and various ways of querying the data from the project.
Clients can build applications on their own. They often resort to buying consultancy from ActiveViam to build some advanced features, before integrating and maintaining it over the years, without intervention from ActiveViam teams.
In this context, ActiveViam is looking for ways to help their clients in deploying, monitoring and maintaining Atoti applications easily.
Expected Work
Analysing Gigabytes to Terabytes of data requires careful tuning of multiple components in Atoti applications. Usually, it is done during the application deployment, where everything is set up.
However, through time, multiple releases and change in regulations, the deployed application may not be as optimal as possible.
The goal of this internship is to determine, through the automatic analysis of client use of their application, how optimal the application setup is.
The initial phase of the internship will focus on analyzing client queries to ensure that each data uploaded to the application is necessary.
The second phase will focus on the analysis of the application components to determine if a better set of parameters could improve the user experience.
The final phase will focus on creating optimization tools for the identified parameters.
This prototype will be coded in Java, the core language of Atoti, the main product at ActiveViam, and will heavily rely on the use of AI-based tools.
To turn the prototype into a production grade component and make it part of the Atoti solution, this internship may open up the opportunity to be continued as a standard position in the R&D team.
About ActiveViam
ActiveViam provides business users with instant insight into large volumes of fast-moving data for timely and context-aware decision-making.
Founded in 2005, ActiveViam employs over 150 people in its five offices of New-York, London, Paris and Singapore. We expect sustained growth in 2025 and will continue hiring the best talents from the top schools.
