Summary
Intermedia Intelligent Communications is seeking a Data Scientist Intern for their Cloud Academy Summer Internship Program. The role involves collaborating with various teams to analyze customer data, develop predictive models, and provide insights to optimize revenue and reduce churn.
Responsibilities
- Collaborate with sales, support, analytics, and development teams to understand customer behavior and identify patterns and trends related to revenue churn
- Collect and integrate data from disparate sources such as Salesforce, proprietary billing systems, Oracle service cloud, and other databases
- Develop and implement predictive models using machine learning and statistical techniques to predict customer churn and revenue loss
- Work with large datasets using SQL and other database systems
- Conduct A/B testing and other experiments to validate and refine models
- Document and present findings and recommendations to the teams
Skills
- Currently pursuing a Master's degree in Computer Science, Mathematics, Statistics, or a related field
- Experience with statistical analysis and modeling techniques
- Familiarity with machine learning libraries and frameworks such as scikit-learn, TensorFlow, or PyTorch
- Knowledge of database systems and SQL
- Experience working with disparate data sets from multiple sources
- Strong problem-solving skills and attention to detail
- Ability to work independently and as part of a team
- Excellent communication skills and ability to present findings to non-technical stakeholders
- Prior experience with data analysis, predictive modeling, or A/B testing
- Familiarity with cloud computing platforms such as AWS, Azure, or GCP
- Understanding of software development best practices, including version control and code review
Qualifications
Must Haves
- Currently pursuing a Master's degree in Computer Science, Mathematics, Statistics, or a related field
- Experience with statistical analysis and modeling techniques
- Familiarity with machine learning libraries and frameworks such as scikit-learn, TensorFlow, or PyTorch
- Knowledge of database systems and SQL
- Experience working with disparate data sets from multiple sources
- Strong problem-solving skills and attention to detail
- Ability to work independently and as part of a team
- Excellent communication skills and ability to present findings to non-technical stakeholders
Nice to Haves
- Prior experience with data analysis, predictive modeling, or A/B testing
- Familiarity with cloud computing platforms such as AWS, Azure, or GCP
- Understanding of software development best practices, including version control and code review