Role
Company
What you'll do :
- Actively engage with internal business teams to understand their challenges and deliver robust, data driven solutions.
- Work alongside global counterparts to solve data-intensive problems using standard analytical frameworks and tools.
- Be encouraged and expected to innovate and be creative in your data analysis, problem solving and presentation of solutions.
- Network and collaborate with a broad range of internal business units to define and deliver joint solutions.
- Work alongside customers to leverage cutting edge technology (machine learning, streaming analytics and ‘real’ big data) to creatively solve problems and disrupt existing business models.
- Leverage data science and machine learning technology to build algorithms, statistical models and analytical solutions
- Use predictive modeling to increase and optimize customer experiences, revenue generation, data insights, and other business outcomes
- Build ETL pipelines in PySpark/Python that process transaction and account level data and standardize data fields across various data sources
- Organize and manage multiple data science projects with diverse cross-functional stakeholders
- Work alongside global counterparts to solve data-intensive problems using standard analytical frameworks and tools.
- Design & implement interactive dashboards and reports. Build visualizations of data model performance and results.
- Actively engage, network, collaborate with internal teams to deliver data driven solutions.
- Provide technical leadership in a team that generates business insights based on applied analytics. Identify actionable recommendations. Communicate the findings to business seniors.
What makes you a great fit :
- 6+ years of experience in data-based decision-making, quantitative analysis, & experience applying data science to solve problems such as new customer acquisition, attrition management and product mix models
- Expertise in the following activities: Large scale data mining, data cleansing, diagnostics, preparation for Modeling. Predictive modeling and machine learning. Multivariate techniques & predictive modeling – cluster analysis, discriminant analysis, CHAID, logistic & multiple regression analysis. Building data analytics models using Python, ML libraries, Jupyter/Anaconda. Exploring data & writing analytics algorithms in Python.
- Working knowledge of MS Azure Suite - Azure ML Studio, Azure Data Factory, Power BI/Power Apps
- Experience leading other data scientists in machine learning projects
- Strong verbal, writing & presentation skills
- Experienced in handling multi-national projects and team engagements
- (Preferred) Application of data analytics to manufacturing industries or chemical industries
Ecolab Digital Center (EDC) aims to deliver digital solutions that bring actionable insights and best-in-class experiences to Ecolab’s customers. We work collaboratively with Ecolab’s IT and Commercial Digital Solutions (CDS) teams to accelerate growth around key digital initiatives that can help make the world cleaner, safer, and healthier — protecting people and vital resources. The EDC provides expertise across verticals that include: ● Microsoft Stack for Mobile and Web App Development ● Salesforce Cloud ● Digital Innovation & Automation ● Data Management, Science, Analytics, and Governance Our innovations in each of these areas enable Ecolab’s customers to realize the power of digital technology across the value chain — from concept and design to development and delivery. This continuous endeavor to maximize customer satisfaction ultimately translates into: ● Better customer performance ● Improved field service offerings ● Greater ease of doing business
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