PhD Internship in Anomalib Development

Intel Corporation

3mo ago

Applications are closed

Internship
Full-time
Off-cycle Internship
Software Engineering

Requirements

Education: Currently enrolled in a PhD program in Computer Science, Electrical Engineering, Applied Mathematics, or a related field, with a specific focus on machine learning, computer vision, and anomaly detection.
Desired Qualifications:
Technical Expertise: Proficient in Python with experience using major machine learning and deep learning libraries (e.g., PyTorch and Lightning). Demonstrated ability in computer vision techniques and anomaly detection methodologies.
Research Acumen: Proven track record of research in related areas, evidenced by publications in peer-reviewed journals or presentations at major conferences.
Analytical Skills: exceptional problem-solving abilities, capable of working with complex data sets and extracting actionable insights.
Communication and Collaboration: Strong written and verbal communication skills, with the ability to effectively document research and collaborate with a multidisciplinary team.

Responsibilities

Advanced Research: Conduct research to discover and refine novel approaches and techniques in visual anomaly detection. Keep abreast of the latest scientific advancements in machine learning, computer vision, and anomaly detection fields.
Algorithm Design and Implementation: Develop and optimize state-of-the-art anomaly detection algorithms that enhance the capabilities of Anomalib. Ensure that these algorithms are efficient, scalable, and integrated seamlessly within the framework.
Evaluation and Optimization: Systematically evaluate the performance of developed algorithms using diverse and complex datasets. Utilize feedback from these evaluations to make data-driven improvements.
Cross-functional Collaboration: Work closely with both the research and development teams to align research findings with product development goals. Participate in discussions and workshops to share insights and collaboratively solve complex challenges.
Scholarly Contribution: Document all phases of research and development comprehensively. Contribute to scientific papers, present findings at conferences, and participate in workshops relevant to the field.

Intel Corporation

Technology

Industry

10,001+

Employees

1968

Founded Year

Mission & Purpose

Intel’s mission is to shape the future of technology to help create a better future for the entire world. By pushing forward in fields like AI, analytics and cloud-to-edge technology, Intel’s work is at the heart of countless innovations. From major breakthroughs like self-driving cars and rebuilding the coral reefs, to things that make everyday life better like blockbuster effects and improved shopping experiences — they’re all powered by Intel technology. With a career at Intel, you have the opportunity to help make the future more wonderful for everyone.