Data Scientist - Product Insights
We are seeking a skilled and motivated Data Scientist to join our growing team at Mistral AI.
The ideal candidate will have a strong background in machine learning, data analysis, and statistical modeling, with a proven track record of delivering high-quality results in a fast-paced environment.
As a Data Scientist, you will work closely with our interdisciplinary team of engineers, researchers, and product managers on the following:
- Build or implement the relevant tools to improve our understanding of our users and usage of our services
- Develop and apply machine learning algorithms, statistical models, and data mining techniques to extract valuable insights from large and complex datasets.
- Design and implement end-to-end data science projects, from data collection and preprocessing to model building, evaluation, and deployment.
- Analyze the usage of our products (including lechat) in order to improve them based on observed usage
- Build cohort analysis to understand user behaviors and answer some key questions related to usage; churn,..
- Study causal association between usage & retention rate and Identify features that lead to increase retention of our users
- Conduct in-depth analysis of complex data sets to identify trends, patterns, and anomalies
- Design and implemented data quality controls to ensure accuracy and integrity of data
- Communicate findings and recommendations to stakeholders in clear and concise reports and presentations
- Develop data-driven insights to identify opportunities to improve the product or build new products
- Propose, design, and analyze large scale online experiments
- Work collaboratively with cross-functional partners identify opportunities for largest business impact
Who are you...
- Self-started; start-up mindset
- Autonomous
- Highly technical but with a strong product acumen
- Strong problem-solving and critical thinking skills, with a proven ability to work independently and as part of a team.
- Minimum 3 years of industry experience as a Data Scientist or equivalent.
- Experience in experimental design and analysis, exploratory data analysis and statistical analysis.
- Proficiency in programming languages such as Python, R
- Proficiency in SQL.
- Master's or Ph.D. degree in Computer Science, Statistics, Mathematics, Engineering, or a related field.
- Strong knowledge of statistical analysis, machine learning algorithms, and data mining techniques.
- Excellent communication and presentation skills, with the ability to explain complex technical concepts to non-technical audiences.
- Experience working with large and complex datasets, including data preprocessing, cleaning, and transformation.
We're a small team, composed of seasoned researchers and engineers in the AI field. We like to work hard and be at the edge of science. We are creative, low-ego, team-spirited, and have been passionate about AI for years. We hire people that foster in competitive environments, because they find them more fun to work in. We hire passionate women and men from all over the world.
Developers are using our API via la Plateforme to build incredible AI-first applications powered by our models that can understand and generate natural language text and code. We are multilingual at our core. More recently, we released le Chat, as a demonstrator of our models.
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