II-VI Aerospace & Defense→
Intern, Data Science, AI and Business Analytics at II-VI… · 5100…
InternshipOn-siteFull-time5100 Patrick Henry Drive, Santa Clara, CA, 95054$62k–$87k/yr
Skills
machine learninggenerative aidata visualizationpythonsqldata integration
Job Description
Summary: II-VI Aerospace & Defense is seeking a driven Data Science, AI, and Business Analytics Intern to join their Financial Planning & Analysis team for Summer 2026. The intern will support the development of data-driven solutions by applying analytics, machine learning, and generative AI techniques to business problems, collaborating with cross-functional teams to transform business requirements into analytical solutions.
Responsibilities:
- Learn the Business Process Flow and Data Flow
- Analyze the business requirements and convert the requirement into Machine learning/Generative AI/Business Analytics problem
- Identify the needed data features and labels
- Extract, Transform, Integrate data from multiple data sources into a Data Model
- Transforming large amounts of data into compelling visual stories to facilitate analysis and decision making
- Using large proprietary datasets to conduct training sets and correlation
- Develop dashboards with rich interactive data visualizations to illustrate the value of bringing the data
- Predict outcomes based on rigorous experimental design and statistical methods
- Building related models by using Machine learning and Generative AI techniques
- Assist in benchmarking and quantifying improvements in Generative AI models
- Regular maintenance of established processes and reports
- Partner with team to optimize data models, improving report speed and efficiency by refining data structures
Required Qualifications:
- Knowledge of Advanced Predictive Analytics including an exposure to areas such as AI, Deep Learning, Intelligent Bots, Reinforcement Learning, Neural Networks
- Experience in Data Acquisition/Integration
- Knowledge of data science technologies such as SQL, R, Octave, Python, pandas, scipy, numpy, matplotlib, etc
- Data Science visualization tools (Tableau, PowerBI, etc.) as well as traditional Reporting/BI tools (Excel)
- Knowledge Exploratory data analysis, statistical analysis like sampling, hypothesis testing, central limit theorem, Machine Learning, Deep learning regression and classification models
- Working knowledge in Generative AI tech stack (Prompt engineering, ChatGPT, Llama, Gemini, RAG etc)
- Experience in Python programming language
- Experience with Relational and non-relational databases
- Excellent written and verbal communication
- Team-oriented but able to work independently when needed
- Adaptable and eager to learn in a fast-paced environment
- Attention to detail and time management
Required Skills: Machine Learning, Generative AI, Data Visualization
Important Skills: Python, SQL, Data Integration
Benefits: Opportunities to connect with fellow interns and colleagues across the organization through virtual and in-person networking events, Team-building activities
Benefits
Opportunities to connect with fellow interns and colleagues across the organization through virtual and in-person networking events
Team-building activities