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AAVISIA
Paris, France1 month ago
Grade
Middle
Experience
from 3 years
An email or a Telegram message to the recruiter
AVISIA, who are we? Do you want to give meaning to data and develop predictive models that meet real business challenges? Join AVISIA and participate in high value-added Data Science projects! Founded in 2007, AVISIA is a consulting firm specializing in data, artificial intelligence, and digitalization. With over 320 employees across 5 offices in France, we support our clients in monetizing their data and developing innovative solutions, from strategy to implementation. Our teams work across the entire data value chain, with deep expertise in Data Science, Machine Learning, Data Engineering, and Artificial Intelligence. At AVISIA, we combine technical excellence, human proximity, and stimulating projects to make data a true lever for transformation. We work with clients from various sectors, including Luxury, Retail, Telecom, Banking, Insurance, and Industry. This diversity will allow you to discover different business environments and work on challenges ranging from exploratory data analysis to the design, evaluation, and industrialization of Machine Learning models.
Our Data Science challenges At AVISIA, we offer you challenges that combine technical expertise, Data Science, and an understanding of business issues.
Depending on your profile, skills, and interests, you can participate in various projects, from designing predictive models to deploying them in production, including data analysis and performance optimization. The goal: to create tangible solutions, fully leverage the potential of data, and directly contribute to our clients' decision-making.
Some examples of Data Science projects Sales and Revenue Forecasting: Designing predictive models to forecast revenue generated on a retailer's e-commerce site and improve decision-making. Recommendation Systems: Developing and industrializing a recommendation engine to personalize the user experience and optimize website visitor conversion. Customer Churn Prediction: Creating scoring models to identify customers at risk of leaving and enable business teams to anticipate retention actions. Customer Segmentation and Marketing Targeting: Implementing segmentation models to refine marketing and commercial strategies, personalize campaigns, and adapt retention actions to customer behavior and preferences. These projects will allow you to use Machine Learning, predictive modeling, scoring, and customer segmentation methods, while developing your expertise on high value-added use cases.
At AVISIA, we are primarily looking for curious, committed, and growth-oriented professionals. Do you recognize yourself in the following qualities? You have excellent communication skills, value teamwork, and client interaction. You enjoy participating in projects and making a real contribution to the success of missions. You have strong analytical and synthetic thinking skills, with the ability to critically assess your results. You pay attention to the quality of your deliverables and can present and explain complex results to non-technical audiences. You are curious, interested in the evolution of Data Science and Machine Learning, and enjoy exploring new approaches. You want to continue learning, develop your expertise, and actively participate in your professional growth. You have at least 3 years of experience in Data Science, Machine Learning, or statistical modeling.
Your technical skills You hold a higher education degree in Data Science, Statistics, Applied Mathematics, or a similar field from a university or engineering school. You possess the following skills: You are familiar with the main statistical modeling and Machine Learning methods: Random Forest, XGBoost, K-means, etc. You are proficient in SQL for data extraction, processing, and analysis. You use Python, R, and/or SAS to perform data analysis and develop predictive models. You know at least one market solution for data processing and analysis, such as Dataiku, SAS, or Alteryx. We place equal importance on your ability to apply technical skills and your understanding of business challenges. The goal is to create relevant, robust, and applicable models to solve our clients' problems.
Knowledge of cloud environments, particularly Google Cloud Platform (GCP), AWS, or Azure, will be a plus.
At AVISIA, we pay equal attention to your professional development and your daily well-being. Work-life balance thanks to our remote work policy. Family health insurance to take care of you and your loved ones. Continuous learning through AVISIA School to develop your skills and keep your knowledge in Data & AI up-to-date. Certifications to validate your expertise and support your professional growth. Real career development prospects: Consultant, Senior Specialist, Tech Lead, Business Leader, Practice Leader... Various paths are possible depending on your desires and ambitions. Personalized mentoring with regular check-ins to track your projects and plan your future career path. Knowledge sharing and collective intelligence through our communities of experts, experience sharing, and internal initiatives. A friendly and committed corporate culture where people are as important as technical expertise.
AVISIA, who are we? Do you want to give meaning to data and develop predictive models that meet real business challenges? Join AVISIA and participate in high value-added Data Science projects! Founded in 2007, AVISIA is a consulting firm specializing in data, artificial intelligence, and digitalization. With over 320 employees across 5 offices in France, we support our clients in monetizing their data and developing innovative solutions, from strategy to implementation. Our teams work across the entire data value chain, with deep expertise in Data Science, Machine Learning, Data Engineering, and Artificial Intelligence. At AVISIA, we combine technical excellence, human proximity, and stimulating projects to make data a true lever for transformation. We work with clients from various sectors, including Luxury, Retail, Telecom, Banking, Insurance, and Industry. This diversity will allow you to discover different business environments and work on challenges ranging from exploratory data analysis to the design, evaluation, and industrialization of Machine Learning models.
Our Data Science challenges At AVISIA, we offer you challenges that combine technical expertise, Data Science, and an understanding of business issues. Depending on your profile, skills, and interests, you can participate in various projects, from designing predictive models to deploying them in production, including data analysis and performance optimization. The goal: to create tangible solutions, fully leverage the potential of data, and directly contribute to our clients' decision-making.
Some examples of Data Science projects Sales and Revenue Forecasting: Designing predictive models to forecast revenue generated on a retailer's e-commerce site and improve decision-making. Recommendation Systems: Developing and industrializing a recommendation engine to personalize the user experience and optimize website visitor conversion. Customer Churn Prediction: Creating scoring models to identify customers at risk of leaving and enable business teams to anticipate retention actions. Customer Segmentation and Marketing Targeting: Implementing segmentation models to refine marketing and commercial strategies, personalize campaigns, and adapt retention actions to customer behavior and preferences. These projects will allow you to use Machine Learning, predictive modeling, scoring, and customer segmentation methods, while developing your expertise on high value-added use cases.
Human qualities At AVISIA, we are primarily looking for curious, committed, and growth-oriented professionals. Do you recognize yourself in the following qualities? You have excellent communication skills, value teamwork, and client interaction. You enjoy participating in projects and making a real contribution to the success of missions. You have strong analytical and synthetic thinking skills, with the ability to critically assess your results. You pay attention to the quality of your deliverables and can present and explain complex results to non-technical audiences. You are curious, interested in the evolution of Data Science and Machine Learning, and enjoy exploring new approaches. You want to continue learning, develop your expertise, and actively participate in your professional growth. You have at least 3 years of experience in Data Science, Machine Learning, or statistical modeling.
Your technical skills You hold a higher education degree in Data Science, Statistics, Applied Mathematics, or a similar field from a university or engineering school. You possess the following skills: You are familiar with the main statistical modeling and Machine Learning methods: Random Forest, XGBoost, K-means, etc. You are proficient in SQL for data extraction, processing, and analysis. You use Python, R, and/or SAS to perform data analysis and develop predictive models. You know at least one market solution for data processing and analysis, such as Dataiku, SAS, or Alteryx. Knowledge of cloud environments, particularly Google Cloud Platform (GCP), AWS, or Azure, will be a plus. We place equal importance on your ability to apply technical skills and your understanding of business challenges. The goal is to create relevant, robust, and applicable models to solve our clients' problems.
Why join us At AVISIA, we pay equal attention to your professional development and your daily well-being. Work-life balance thanks to our remote work policy. Family health insurance to take care of you and your loved ones. Continuous learning through AVISIA School to develop your skills and keep your knowledge in Data & AI up-to-date. Certifications to validate your expertise and support your professional growth. Real career development prospects: Consultant, Senior Specialist, Tech Lead, Business Leader, Practice Leader... Various paths are possible depending on your desires and ambitions. Personalized mentoring with regular check-ins to track your projects and plan your future career path. Knowledge sharing and collective intelligence through our communities of experts, experience sharing, and internal initiatives. A friendly and committed corporate culture where people are as important as technical expertise.
Recruitment process We follow a structured and transparent recruitment process that allows you to get to know AVISIA, present your experience, and discuss your skills and expectations. Initial contact with our Talent Acquisition team: phone interview, video call, or office meeting to discuss your experience, motivation, and professional plans. Technical assessment: MCQs and practical exercises will be sent to you by email on the same evening after the HR interview. You will have 7 days to complete them. Technical interview: You will meet with a Senior Consultant, Manager, or Practice Leader, preferably at the office, to deepen your technical skills and discuss the proposed challenges. Informal discussions with the team may be organized if necessary, allowing you to discover your future work environment and ask any questions you may have. Do you want to apply your Data Science expertise to concrete projects and continue to grow within a team of passionate professionals? Join AVISIA!
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