At a Glance
- Tasks: Research and develop cutting-edge AI-driven video compression models.
- Company: Join InterDigital, a leader in wireless and video technology innovation.
- Benefits: Competitive salary, diverse projects, and opportunities for professional growth.
- Other info: Collaborative environment with a focus on innovation and career advancement.
- Why this job: Make an impact in the future of video technology with your deep learning expertise.
- Qualifications: Bachelor's or Master's in relevant fields; experience with deep learning models required.
The predicted salary is between 50000 - 70000 £ per year.
About InterDigital
InterDigital is a global research and development company focused primarily on wireless, video, artificial intelligence (AI), and related technologies. We design and develop foundational technologies that enable connected, immersive experiences in a broad range of communications and entertainment products and services. We license our innovations worldwide to companies providing such products and services, including makers of wireless communications devices, consumer electronics, IoT devices, cars and other motor vehicles, and providers of cloud-based services such as video streaming. As a leader in wireless technology, our engineers have designed and developed a wide range of innovations that are used in wireless products and networks, from the earliest digital cellular systems to 5G and today’s most advanced Wi-Fi technologies. We are also a leader in video processing and video encoding/decoding technology, with a significant AI research effort that intersects with both wireless and video technologies.
The team
The Research & Innovation (R&I) team at InterDigital includes more than 250 researchers and engineers with world-class expertise in AI, wireless communications, and visual technologies. Our culture values technology expertise and an entrepreneurial mindset. Within R&I, the London Video Team is leading efforts in machine learning and deep learning to build the next generation of AI driven video compression models. We are seeking a research engineer who will work to research, design, implement and optimize these models.
You are a research engineer with expertise in deep learning model development and a background in scientific research. You have built, trained and optimized deep learning models in PyTorch or similar deep learning library. A track record of documenting your innovations in top academic conferences, journals, or patents would be nice to have.
Key Qualifications
- Bachelor or Master (PhD a plus) in Mathematics, Physics, Machine Learning or Computer Science
- Some mixture of background in Mathematics or Physics with Machine Learning or Computer Science
- Experience researching, developing and training deep learning models, either in PyTorch or JAX
Nice to have
- Publications, patents, or significant open-source contributions in relevant areas are a plus
- 2+ years of relevant research experience in machine learning or computer vision a plus
Responsibilities
- Research, prototype and evaluate novel neural architectures for AI-based video compression and next generation video coding models
- Produce high quality research outputs and patentable innovations in AI-based video compression and video coding, working closely with internal IP teams to capture and protect novel ideas
- Design, implement and maintain training, evaluation and benchmarking pipelines for video compression models, including metrics and datasets
- Collaborate and communicate research ideas within your team and more widely across teams to non-technical colleagues
- Work on proof-of-concept projects with various teams and incorporate successful approaches into larger platforms and demonstrators
- Stay current with advances in machine learning, deep learning and video coding research and help bring relevant ideas into InterDigital projects
- Represent the company, promote and defend proposals from the company, through standard contributions, top academic conferences and scientific journals
Location: London, UK
InterDigital is an equal employment opportunity employer. InterDigital will not engage in or tolerate unlawful discrimination with regard to any employment decision, policy or practice based on a person’s sex, gender, pregnancy (including childbirth, breastfeeding and related medical conditions), age, race, color, religion, creed, national origin, ancestry, citizenship, military status, veteran status, mental or physical disability, medical condition, genetic information, sexual orientation, gender identity or expression, or any other factor protected by applicable federal, state or local law. This policy applies to all terms and conditions of employment, including, but not limited to, recruiting, hiring, compensation, benefits, training, assignments, evaluations, coaching, promotion, discipline, discharge and layoff.
Research Engineer in London employer: Dormont Manufacturing Co
InterDigital is an exceptional employer, offering a dynamic work environment in the heart of London where innovation thrives. With a strong focus on employee growth and development, we provide opportunities to engage in cutting-edge research in AI and video technologies, while fostering a collaborative culture that values creativity and expertise. Our commitment to diversity and inclusion ensures that every voice is heard, making InterDigital a rewarding place for passionate individuals looking to make a meaningful impact in the tech industry.
StudySmarter Expert Advice🤫
We think this is how you could land Research Engineer in London
✨Tip Number 1
Network like a pro! Reach out to folks in the industry, especially those at InterDigital. LinkedIn is your best mate here—connect with current employees and ask about their experiences. A friendly chat can sometimes lead to job opportunities that aren't even advertised!
✨Tip Number 2
Show off your skills! If you've got a portfolio of projects or research, make sure it's polished and ready to go. Share it during interviews or even on your LinkedIn profile. This gives potential employers a taste of what you can bring to the table.
✨Tip Number 3
Prepare for technical interviews by brushing up on your deep learning knowledge. Practice coding challenges and be ready to discuss your past projects in detail. We want to see how you think and solve problems, so be confident and articulate your thought process!
✨Tip Number 4
Don't forget to apply through our website! It’s the best way to ensure your application gets seen. Plus, it shows you're genuinely interested in joining the team at InterDigital. So, get your application in and let’s make some tech magic happen!
We think you need these skills to ace Research Engineer in London
Some tips for your application 🫡
Show Off Your Skills:When you're writing your application, make sure to highlight your expertise in deep learning and any relevant projects you've worked on. We want to see how your skills align with what we're doing at InterDigital!
Be Specific About Your Experience:Don't just list your qualifications; dive into the details! Share specific examples of deep learning models you've built or optimised, especially if you used PyTorch or JAX. This helps us understand your hands-on experience.
Keep It Professional Yet Personal:While we love a friendly tone, remember to keep it professional. Let your personality shine through, but ensure your application reflects your serious interest in the role and the company.
Apply Through Our Website:We encourage you to apply directly through our website. It’s the best way for us to receive your application and ensures you’re considered for the role. Plus, it’s super easy!
How to prepare for a job interview at Dormont Manufacturing Co
✨Know Your Stuff
Make sure you brush up on your deep learning models, especially in PyTorch or JAX. Be ready to discuss your past projects and how you've optimised models. This is your chance to show off your expertise!
✨Show Your Research Skills
Prepare to talk about any publications, patents, or significant contributions you've made in the field. If you've documented your innovations, be ready to share those experiences and how they relate to AI-based video compression.
✨Collaborate Like a Pro
InterDigital values teamwork, so think of examples where you've successfully collaborated with others. Be prepared to discuss how you communicate complex ideas to non-technical colleagues, as this will be key in your role.
✨Stay Ahead of the Game
Keep yourself updated on the latest trends in machine learning and video coding. Mention any recent advancements you've come across and how they could potentially benefit InterDigital's projects. This shows your passion and commitment to the field!
