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- Tasks: Join our Video Understanding team to develop AI/ML methods for medical video analysis.
- Company: Johnson & Johnson, a leader in healthcare innovation.
- Benefits: Gain hands-on experience, mentorship, and the chance to impact healthcare solutions.
- Why this job: Contribute to groundbreaking projects that enhance medical procedures and improve patient outcomes.
- Qualifications: Pursuing a Ph.D. in a quantitative field with AI/ML experience.
- Other info: Collaborative environment with opportunities for professional growth.
The predicted salary is between 500 - 1500 £ per month.
At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less invasive, and solutions are personal. Through our expertise in Innovative Medicine and MedTech, we are uniquely positioned to innovate across the full spectrum of healthcare solutions today to deliver the breakthroughs of tomorrow, and profoundly impact health for humanity.
We are seeking highly skilled and motivated candidates to join our Video Understanding team at Johnson & Johnson. As a summer intern, you will have the unique opportunity to contribute to the development and implementation of state-of-the-art AI/ML methods for medical video understanding. Specifically, your role will focus on utilizing advanced AI techniques to extract valuable insights from various medical video modalities such as endoscopy, ultrasound, and echocardiogram. By leveraging these cutting-edge technologies, you will enhance our understanding of medical procedures and interventions, and ultimately help improve clinical trial efficacy and efficiency.
Key Responsibilities:- Conceive, develop, and implement interviews with key internal clinical personnel to understand needs and use cases around AI tools for endoscopy;
- Participate in cross-functional interviews, drive discussion and follow-up questions to interviewees, and compile answers into briefing report;
- Extract insights from collection of briefing reports focusing on business value of AI pipelines for immunology;
- Clearly articulate highly technical methods and results to diverse audiences and partners to drive decision-making.
- Ongoing Ph.D. in a quantitative discipline (e.g. physics, mathematics, computer science, electrical engineering, or similar);
- Demonstrated experience driving research in and applying Computer Vision techniques (e.g., Transformers, CNNs, RNNs, GANs);
- Demonstrated experience on state of the art techniques for video understanding (e.g. foundational models, transformers);
- Proficiency with one or more programming languages such as Python or C++;
- Extensive experience with traditional Computer Vision applications, such as OpenCV, object detection, edge detection, image segmentation;
- Experience with machine learning algorithms, including random forest, SVM, boosting, neural networks, etc.;
- Strong publication record and ability to effectively communicate technical work to a wide audience.
- Experience with medical videos such as endoscopy, ultrasound, echocardiogram;
- Experience with multimodal AI;
- Familiarity with and exposure to drug discovery and clinical development processes;
- Experience working closely with healthcare professionals.
AI/ML Summer Intern - Video Understanding in High Wycombe employer: J&J Family of Companies
Contact Detail:
J&J Family of Companies Recruiting Team
StudySmarter Expert Advice 🤫
We think this is how you could land AI/ML Summer Intern - Video Understanding in High Wycombe
✨Tip Number 1
Network like a pro! Reach out to professionals in the AI/ML field, especially those at Johnson & Johnson. Use platforms like LinkedIn to connect and engage with them; you never know who might help you land that interview!
✨Tip Number 2
Prepare for your interviews by brushing up on your technical skills and understanding the latest trends in medical video understanding. Practice explaining complex concepts in simple terms – it’ll impress your interviewers and show you can communicate effectively.
✨Tip Number 3
Don’t just wait for job postings! Be proactive and reach out directly to the hiring team at Johnson & Johnson through our website. Express your interest in the AI/ML Summer Intern position and share how your skills align with their needs.
✨Tip Number 4
Follow up after your interviews! A quick thank-you email can go a long way in keeping you top of mind. Mention something specific from your conversation to show you were engaged and are genuinely interested in the role.
We think you need these skills to ace AI/ML Summer Intern - Video Understanding in High Wycombe
Some tips for your application 🫡
Tailor Your CV: Make sure your CV is tailored to the AI/ML Summer Intern role. Highlight relevant skills and experiences, especially those related to video understanding and computer vision techniques. We want to see how your background aligns with our needs!
Craft a Compelling Cover Letter: Your cover letter is your chance to shine! Use it to explain why you're passionate about AI in healthcare and how you can contribute to our Video Understanding team. Keep it engaging and personal – we love to see your enthusiasm!
Showcase Your Projects: If you've worked on any projects related to AI or video analysis, make sure to mention them! Include links to your GitHub or any publications if applicable. We’re keen to see your hands-on experience and creativity in action.
Apply Through Our Website: Don’t forget to apply through our website! It’s the best way for us to receive your application and ensures you’re considered for the role. Plus, it gives you a chance to explore more about what we do at Johnson & Johnson.
How to prepare for a job interview at J&J Family of Companies
✨Know Your Stuff
Make sure you brush up on your knowledge of AI and ML techniques, especially those related to video understanding. Familiarise yourself with terms like CNNs, RNNs, and transformers, as well as their applications in medical contexts. This will not only help you answer technical questions but also show your genuine interest in the role.
✨Prepare for Technical Questions
Expect to dive deep into your technical expertise during the interview. Prepare to discuss your past projects involving computer vision and machine learning algorithms. Be ready to explain your thought process and the impact of your work, as this will demonstrate your ability to articulate complex ideas clearly.
✨Showcase Your Communication Skills
Since you'll be working with diverse teams, it's crucial to convey technical concepts to non-technical audiences. Practice explaining your research and findings in simple terms. This will highlight your ability to bridge the gap between technical and clinical personnel, which is key for the role.
✨Ask Insightful Questions
Interviews are a two-way street! Prepare thoughtful questions about the team’s current projects, challenges they face in AI/ML, and how your role can contribute to their goals. This shows your enthusiasm and helps you gauge if the company culture aligns with your values.
