Artificial Intelligence and Machine Learning Intern

Key Skills

.NET, C# Programming, C++, CNNs, Computer Vision (CV), HTML, Image processing, JavaScript, Jupyter Notebook, Keras software library, Object detection, OpenCV, Python Programming, Scikit-learn, TensorFlow

Job Description

Job Purpose

Help us build intuitive AI solutions that delight our users and help them solve real-world problems. Use your top-notch AI, ML, and visualization skills to innovate with us and create the next generation of industrial AI enabled products.

The Artificial Intelligence (AI) team works with teams across the business to promote AI and develop AI content. This position will be a member of the AI team who works with UX designers, data scientists, system developers and product managers to investigate and prototype AI-driven solutions for customer problems.

• Present complex information in an easily digestible format
• Support streamlined data interactions and exploration
• Work with the business stake holders to understand problems
• Propose and evaluate solutions
• Curate real world data for use in evaluation

Description

This role is responsible for assisting in the rapid prototyping and development of AI solutions and the evaluation of how well those solutions can be applied to a wide variety of real-world, industrial problems. Activities include working with stakeholders to understand and refine requirements, get access to data, and provide feedback on prototype solutions. Developers in this role will create rapid protypes and demonstrations by stubbing or simulating supporting services as required.

We’re looking for:

• Self-motivated individuals with a passion for creating software
• Currently enrolled in a full-time Bachelor's Degree, Master's Degree or PhD program
• Computer Science, Computer Engineering, Math, Engineering or related field
• GPA 3.00 or above a plus
• Intern applicants must be currently authorized to work in the United States on a full time basis. AVEVA is not able to sponsor applicants for work visas.
• Software development experience in one or more modern programming languages (C++, C#, HTML/JavaScript, etc.)
• Knowledge, Skills & Experience Required

The team is currently supporting a wide variety of work, such as future value prediction, optimization, anomaly detection, information inference, and computer vision, which this role will help support. Depending on the project, experience in these different areas will be important for day-to-day prototyping

• Statistics and / or linear algebra
• Machine learning concepts (training, cleaning, data bias, class imbalance, etc.)
• Computer vision concepts (CNN, filters, object detection, etc.)
• Data visualization
• Automated testing and evaluation
• Python / Jupyter Notebooks
• Common ML packages (scikit-learn, Keras, TensorFlow, etc.)
• Common image processing packages (opencv2, etc.)
• .NET

Benefits:

• Mentorship: You will be assigned a technical mentor to guide you during your internship
• Continuous Learning: In-office training in defensive programming, debugging, and more
• Lunch and Learn: You will learn more about AVEVA from leadership through our weekly lunch and learns.
• Stipend for housing for duration of internship.
• This will be an in-person internship.

Office Location: Lake Forest, CA

Salary Range: $46,500.00 - $77,700.00