Go to search Go to main content

A Range of Possibilities

CHC-Data Scientist-Shanghai

date posted 08/14/2021
contract type Full time
job id R2607230
location Shanghai, China

Job Purpose

- passion for understanding problems in organization, crafting new algorithms & advanced predictive & statistical models to solve identified problems

- strong collaboration skills to partner with other IT professionals to embed the models into new systems of activity

- lead the engagement with business leaders for problem identification, recommending data sources inside or outside to resolve problems, and guiding junior team members on technical aspects of modeling

Major Duties & Responsibilities

- Implement analytical models into production by collaborating cross-functionally

- Devise algorithms and models to mine big data stores, clean data for uniformity and accuracy, automate data collection & preparation process and analyze large data from big data platforms to discover trends and patterns

- Research and implement statistical and ML models for predictive analysis and decision support

- Monitor end to end integration of data science model from data gathering, data cleaning, production and integration with user systems and tools

- Work on proof of concepts to solve a business problem in an agile manner

- Monitor models for performance, develop checks against drifting and continuously improve the existing models

- Present results to stakeholders through visualization tools and techniques

- Keep up-to-date with latest technology trends in the space of data analytics and data science

Desired Skills and Experience

- 2-3 years of relevant experience (Consumer goods, E-commerce, or consulting) and Bachelors/Master’s in Statistics, Mathematics, Computer Science, Business Analytics, Finance or any quantitative discipline

- Experience in Ali/ByteDance (as data engineer) will be preferred

- Experience R/Python, SQL to manipulate data and draw insights from large data sets

- Experience in end to end implementation-taking model from concept to production

- Experience in using variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.)

- Experience in advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.)

- Good written and oral communication skills

- Able to work independently in ambiguity

At Sanofi diversity and inclusion is foundational to how we operate and embedded in our Core Values. We recognize to truly tap into the richness diversity brings we must lead with inclusion and have a workplace where those differences can thrive and be leveraged to empower the lives of our colleagues, patients and customers. We respect and celebrate the diversity of our people, their backgrounds and experiences and provide equal opportunity for all.

Please note you are leaving the corporate site of Sanofi and are being redirected to our applicant tracking system, Workday, which allows you to apply to our open positions.

Continue

Here's who you know at Sanofi!

Reach out to find out more about our company, this opportunity and request a referral.

Please note you are leaving the corporate site of Sanofi and are being redirected to our applicant tracking system, Workday, which allows you to apply to our open positions.

Continue