Multimodal AI Research Intern

Job Description

Join Intel-and build a better tomorrow. Intel is in the midst of an exciting transformation, with a vision to create and extend computing technology to connect and enrich the lives of every person on Earth. So join us-and help us create the next generation of technologies that will shape the future for decades to come.

Intel Labs is an industry-leading research organization, responsible for driving Intel's technology pipeline, product innovations, and creating new opportunities. The mission of Intel Labs is to deliver breakthrough technologies to fuel Intel's growth. This includes identifying and exploring compelling new technologies and high-risk opportunities ahead of business unit investment and demonstrating first-to-market technologies and innovative new usages for computing technology. Intel Labs engages the leading thinkers in academia and industry in addition to partnering closely with Intel business units.

Intelligent Systems Research Division within Intel Labs is focused on multi-disciplinary research spanning ethnography, design, HCI and AI Research teams to create intelligent systems that can amplify human potential and create sustainable and transparent AI solutions. We utilize multi-modal signals (e.g. vision, audio, speech, language, RF) and AI to train, infer and predict human state and actions and enable physically situated dialog and interactions. We conduct this research in the context of horizontal technologies as well as vertical domains including manufacturing, education, enterprise, and assistive computing for people with disabilities.

We are looking for a Fall 2024 Intern with experience in computer vision, NLP and deep learning technologies who can help with the research being conducted in one or more of our focus areas.

The successful candidate will be working on the topic of multimodal representation and interaction or multimodal AI generation systems. In this position you will have the opportunity to conduct research on training multimodal AI models with efficient architectures and building agents for task guidance and/or enterprise applications. You will be running data collection and annotation experiments via crowdsourcing if needed, and you will be researching fundamental concepts and methods for mixed-initiative multimodal systems, building, and evaluating systems and proofs-of-concept that will allow for the deployment of scalable approaches in real world settings. This research will enable validation of the ideas and the publication of findings in both external venues.
The successful candidate should exhibit the following behavioral traits:
Excellent verbal and written communication skills

What we offer:

·We give you opportunities to transform technology and create a better future, by delivering products that touch the lives of every person on earth.

·As a global leader in innovation and new technology, we foster a collaborative, supportive, and exciting environment where the brightest minds in the world come together to achieve exceptional results.

·We offer a competitive salary and financial benefits such as bonuses, life and disability insurance, opportunities to buy Intel stock at a discounted rate, and Intel stock awards (eligibility at the discretion of Intel Corporation).

·We provide benefits that promote a healthy, enjoyable life: excellent medical plans, wellness programs, and amenities, time off, recreational activities, discounts on various products and services, and much more creative perks that make Intel a Great Place to Work

We're constantly working on making a more connected and intelligent future, and we need your help. Change tomorrow. Start today.

This is an internship position and compensation will be given accordingly.

Qualifications

You must possess the below minimum qualifications to be initially considered for this position. Preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying top candidates. Experience would be obtained through a combination of prior education level classes, and current level school classes, projects, research, and relevant previous job and/or internship experience.

Minimum Qualifications:

·The candidate must be pursuing a Ph.D. degree in Computer Science, Computer Engineering, or any related field.

·1+year experience in below areas:

·Deep Learning, i.e. Natural Language Processing, Dialog Systems, Natural Language Generation, Multimodal Representation Learning

·AI frameworks (e.g. PyTorch, TensorFlow, Keras, Caffe)

·Python and/or C++ languages, and Linux OS

Preferred Qualifications:

·1+ year experience in multimodal dialog systems

·Knowledge of novel paradigms beyond supervised learning, such as weakly supervised multimodal learning, Human in the loop approach, and unsupervised methods Experience in Multimodal Representation Learning based techniques at the intersection of

·Speech, Vision, and Dialog Systems

·Knowledge of NLP techniques such as natural language understanding, dialog management and natural language generation

·Knowledge of Signal Processing and Vision Understanding techniques such as Object Recognition and Action Recognition

·Knowledge of Explainability and Interpretability methods and techniques for deep learning.

·Familiarity with Intel OpenVINO and RealSense technologies

Inside this Business Group

Intel Labs is the company's world-class, industry leading research organization, responsible for driving Intel's technology pipeline and creating new opportunities. The mission of Intel Labs is to deliver breakthrough technologies to fuel Intel's growth. This includes identifying and exploring compelling new technologies and high risk opportunities ahead of business unit investment and demonstrating first-to-market technologies and innovative new usages for computing technology. Intel Labs engages the leading thinkers in academia and industry in addition to partnering closely with Intel business units.

Posting Statement

All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.

Benefits

We offer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock, bonuses, as well as, benefit programs which include health, retirement, and vacation. Find more information about all of our Amazing Benefits here.



Annual Salary Range for jobs which could be performed in US, Colorado, New York, Washington, Washington DC, California: $63,000.00-$166,000.00
*Salary range dependent on a number of factors including location and experience

Working Model

This role is available as a fully home-based and generally would require you to attend Intel sites only occasionally based on business need. This role may also be available as our hybrid work model which allows employees to split their time between working on-site at their assigned Intel site and off-site. In certain circumstances the work model may change to accommodate business needs.