Internship
Intern, AI/ ML with Deep Learning, Forecasting
Coherent Corp
•
15d ago
🚀 Off-cycle Internship
Santa Clara
AI generated summary
- You need 2+ years of Python programming, strong stats/machine learning skills, knowledge of forecasting concepts, experience with Git, financial data providers, time series analysis libraries, and deep learning frameworks.
- You will design, implement, and evaluate AI-powered forecasting tools using techniques such as deep learning and time series analysis, collaborating with finance teams and contributing to a centralized AI toolkit.
Description
- Depending on location, this position may be responsible for the execution and maintenance of the ISO 9000, 9001, 14001 and/or other applicable standards that may apply to the relevant roles and responsibilities within the Quality Management System and Environmental Management System.
Requirements
- Education & Experience:
- Minimum of 2 years enrolled in a finance, economics, engineering, computer science, or related undergraduate program.
- Strong programming background required; 2+ years of hands-on Python programming experience.
- Skills:
- Required:
- Exceptional Python proficiency, especially with data analysis libraries (e.g., pandas, NumPy).
- Understanding of forecasting concepts and methodologies.
- Solid foundation in statistics and/or machine learning.
- Experience with code versioning/management tools (e.g., Git).
- Strong problem-solving and analytical skills.
- Highly Desirable:
- Experience with financial data providers (e.g., Bloomberg, Refinitiv).
- Familiarity with time series analysis libraries (e.g., Prophet, Statsmodels).
- Experience with deep learning frameworks (e.g., TensorFlow, PyTorch).
Education requirements
Currently Studying
Area of Responsibilities
Software Engineering
Data
Responsibilities
- Design, develop, and implement AI-powered forecasting tools, leveraging techniques like time series analysis, deep learning, and reinforcement learning.
- Explore and apply state-of-the-art forecasting methodologies, potentially including Generative AI for scenario modeling.
- Collaborate closely with finance and business teams to understand their forecasting needs and evaluate the effectiveness of AI solutions.
- Contribute to a centralized AI toolkit, utilizing modern platforms and technologies.
- Produce thorough documentation for AI projects to ensure clarity, reproducibility, and knowledge transfer.
- Adhere to DevOps principles and rigorous data security policies.
Details
Work type
Full time
Work mode
office
Location
Santa Clara