04122 SG International Digita-IT Ser

  • Île-de-France, France
déc. 01, 2022
STAGE, Stage
04122 SG International Digita-IT Ser Hauts-de-Seine, France
Context You will be part of the Saint-Gobain Data & Analytics organization which aim is to use data for providing operational excellence and impactful solutions in the context of the direction towards carbon neutrality. The main pillars of this program are data governance, modular data platform, AI@Scale and MLOps. You will be integrated to the AI & Data Analytics team which main scope is to deliver transformational insights with value impact on all related businesses of Saint-Gobain.  An important pain point for the financial community of Saint-Gobain is estimating customer risk of delayed payments. Earlier detection of these invoices would allow for timely alerts and overall reduced delays.   Currently, our data science team has already developed an initial model based on historical data from one of Saint-Gobain top brand. Several approaches have been tested and could be used as a starting point (regression, binary and multi-class classification).  The challenge is...
déc. 01, 2022
STAGE, Stage
04122 SG International Digita-IT Ser Hauts-de-Seine, France
We are looking for someone that is passionate about natural language processing (NLP) and deep learning, someone that likes to push the boundaries of what is possible, and want to solve hard problems on top of unique datasets. You will be responsible for implementing, customizing, and inventing NLP deep learning techniques for some of the most challenging datasets.  You will be part of the Saint-Gobain Data & Analytics organization which aim is to use data for providing operational excellence and impactful solutions in the context of the direction towards carbon neutrality. The main pillars of this program are data governance, modular data platform, AI@Scale and MLOps. You will be integrated to the AI & Data Analytics team which main scope is to deliver transformational insights with value impact on all related businesses of Saint-Gobain.  Role You will be part of a team developing a French-English meeting summarization tool. You will use state-of-the-art NLP...
déc. 01, 2022
STAGE, Stage
04122 SG International Digita-IT Ser Hauts-de-Seine, France
You will be part of the Saint-Gobain Data & Analytics organization which aim is to use data for providing operational excellence and impactful solutions in the context of the direction towards carbon neutrality. The main pillars of this program are data governance, modular data platform, AI@Scale and MLOps. You will be integrated to the AI & Data Analytics team which main scope is to deliver transformational insights with value impact on all related businesses of Saint-Gobain.  The aim of this internship is to extend the scope of our current algorithms to mid-term and long-term predictions with important focus on interpretability of the results. This could be achievable by investigating different machine learning (ML) and deep learning (DL) approaches in addition to auto-ML platforms (i.e Azure automated machine learning).   The results of this internship will be directly used operationally in the field, for example S&OP (Sales & Operations Planning)...
déc. 01, 2022
STAGE, Stage
04122 SG International Digita-IT Ser Hauts-de-Seine, France
Context You will be part of the Saint-Gobain Data & Analytics organization which aim is to use data for providing operational excellence and impactful solutions in the context of the direction towards carbon neutrality. The main pillars of this program are data governance, modular data platform, AI@Scale and MLOps. You will be integrated to the AI & Data Analytics team which main scope is to deliver transformational insights with value impact on all related businesses of Saint-Gobain.  An important pain point for the financial community of Saint-Gobain is estimating customer risk of delayed payments. Earlier detection of these invoices would allow for timely alerts and overall reduced delays.   Currently, our data science team has already developed an initial model based on historical data from one of Saint-Gobain top brand. Several approaches have been tested and could be used as a starting point (regression, binary and multi-class classification).  The challenge is...
déc. 01, 2022
STAGE, Stage
04122 SG International Digita-IT Ser Hauts-de-Seine, France
We are looking for someone that is passionate about natural language processing (NLP) and deep learning, someone that likes to push the boundaries of what is possible, and want to solve hard problems on top of unique datasets. You will be responsible for implementing, customizing, and inventing NLP deep learning techniques for some of the most challenging datasets.  You will be part of the Saint-Gobain Data & Analytics organization which aim is to use data for providing operational excellence and impactful solutions in the context of the direction towards carbon neutrality. The main pillars of this program are data governance, modular data platform, AI@Scale and MLOps. You will be integrated to the AI & Data Analytics team which main scope is to deliver transformational insights with value impact on all related businesses of Saint-Gobain.  Role You will be part of a team developing a French-English meeting summarization tool. You will use state-of-the-art NLP...
nov. 24, 2022
STAGE, Stage
04122 SG International Digita-IT Ser 92000 Nanterre, France
We are looking for someone that is passionate about natural language processing (NLP) and deep learning, someone that likes to push the boundaries of what is possible, and want to solve hard problems on top of unique datasets. You will be responsible for implementing, customizing, and inventing NLP deep learning techniques for some of the most challenging datasets. You will be part of the Saint-Gobain Data & Analytics organization which aim is to use data for providing operational excellence and impactful solutions in the context of the direction towards carbon neutrality. The main pillars of this program are data governance, modular data platform, AI@Scale and MLOps. You will be integrated to the AI & Data Analytics team which main scope is to deliver transformational insights with value impact on all related businesses of Saint-Gobain. Role You will be part of a team developing a French-English meeting summarization tool. You will use state-of-the-art NLP...
nov. 24, 2022
STAGE, Stage
04122 SG International Digita-IT Ser 92000 Nanterre, France
Context You will be part of the Saint-Gobain Data & Analytics organization which aim is to use data for providing operational excellence and impactful solutions in the context of the direction towards carbon neutrality. The main pillars of this program are data governance, modular data platform, AI@Scale and MLOps. You will be integrated to the AI & Data Analytics team which main scope is to deliver transformational insights with value impact on all related businesses of Saint-Gobain. An important pain point for the financial community of Saint-Gobain is estimating customer risk of delayed payments. Earlier detection of these invoices would allow for timely alerts and overall reduced delays. Currently, our data science team has already developed an initial model based on historical data from one of Saint-Gobain top brand. Several approaches have been tested and could be used as a starting point (regression, binary and multi-class classification). The challenge...