At a Glance
- Tasks: Develop AI/ML solutions for drug design and analysis of large-scale imaging data.
- Company: Join Johnson & Johnson, a leader in healthcare innovation with a global impact.
- Benefits: Competitive salary, health benefits, and a focus on employee well-being.
- Other info: Collaborative environment with opportunities for scientific publications and patents.
- Why this job: Make a real difference in healthcare by working on groundbreaking AI technologies.
- Qualifications: Ph.D. in relevant fields and strong expertise in AI/deep learning required.
The predicted salary is between 60000 - 80000 £ per year.
With $81.6 billion in 2018 sales, Johnson & Johnson is the world's most comprehensive and broadly based manufacturer of health care products, as well as a provider of related services, for the consumer, pharmaceutical, and medical devices and diagnostics markets. There are more than 250 Johnson & Johnson operating companies employing approximately 130,000 people in 60 countries throughout the world.
The Data Science Analytics & Insights team within JNJ Innovative Medicine R&D Data Science & Digital Health organization develops innovative solutions using a variety of data sources across multiple different disease areas, encompassing oncology, cardiovascular and metabolic disorders, immunology, neuroscience, and infectious disease.
We are looking for a highly motivated and innovative Scientist who will work at the intersection of AI/ML, Computer Vision and Molecule Design.
Responsibilities:- Conceive, develop, and implement AI/ML solutions applied to drug design problems, including but not limited to, processing and analysis of large scale imaging and assay data (e.g. high content imaging, cryogenic electron microscopy, tissue imaging, and medical imaging), molecule structure predictions, molecule property predictions, and AI-based optimization.
- Contribute to design of analytical components and technical execution of a project, and execute end-to-end analyses, including consolidation/packaging.
- Work closely with a cross-disciplinary team of data and AI scientists, imaging experts, structural biologists, and computational chemists, and leverage cross-domain expertise to contribute to a rigorous scientific evidence package strategically aligned with the molecule development cycle.
- Contribute to scientific publications and patents.
- Extensive hands-on coding and actively contribute to platform development.
- May supervise contractors and students.
- Ph.D. in EE/CS/Statistics/Applied math or related majors.
- Strong technical expertise in AI/deep learning with excellent analytical skills in at least one domain area with proven track records (publication in top-tier journals, awards, patents, white papers).
- Proficiency with one or more programming languages such as Python or C++.
- Proficiency in one or more AI frameworks such as Pytorch or Tensorflow.
- Extensive, hands-on experience in AI/ML in related applications such as AI-based Drug Design / Computer Vision / Large Language Models / Geometry Learning / and other related fields.
- Is able to present analytical results on behalf of the project team in a cross-functional setting, contextualizing how it fits within the broader project.
At Johnson & Johnson, we’re on a mission to change the trajectory of health for humanity. That starts by creating the world’s healthiest workforce. Through cutting-edge programs and policies, we empower the physical, mental, emotional and financial health of our employees and the ones they love. As such, candidates offered employment must show proof of COVID-19 vaccination or secure an approved accommodation prior to the commencement of employment to support the well-being of our employees, their families and the communities in which we live and work.
PostDoc AI/ML for drug discovery in High Wycombe employer: Johnson & Johnson
Johnson & Johnson is an exceptional employer, offering a dynamic work environment where innovation thrives at the intersection of AI/ML and drug discovery. With a commitment to employee well-being and professional growth, we provide comprehensive health programs and opportunities for collaboration across diverse scientific disciplines. Join us in our mission to change the trajectory of health for humanity while enjoying the benefits of working with a global leader in healthcare.
StudySmarter Expert Advice🤫
We think this is how you could land PostDoc AI/ML for drug discovery in High Wycombe
✨Network Like a Pro
Get out there and connect with folks in the industry! Attend conferences, webinars, or local meetups related to AI/ML and drug discovery. We can’t stress enough how valuable personal connections can be in landing that dream job.
✨Show Off Your Skills
Don’t just talk about your experience; showcase it! Create a portfolio of your projects, especially those involving AI/ML in drug design. We recommend sharing your work on platforms like GitHub or even your own website to grab attention.
✨Ace the Interview
Prepare for technical interviews by brushing up on your coding skills and understanding key concepts in AI/ML. We suggest doing mock interviews with friends or using online platforms to get comfortable with the format and types of questions you might face.
✨Apply Through Our Website
When you find a role that excites you, apply directly through our website! It’s the best way to ensure your application gets seen by the right people. Plus, we love seeing candidates who are proactive about their job search!
We think you need these skills to ace PostDoc AI/ML for drug discovery in High Wycombe
Some tips for your application 🫡
Tailor Your CV:Make sure your CV is tailored to highlight your experience in AI/ML and drug discovery. We want to see how your skills align with the responsibilities mentioned in the job description, so don’t hold back on showcasing relevant projects or publications!
Craft a Compelling Cover Letter:Your cover letter is your chance to shine! Use it to explain why you’re passionate about AI/ML in drug discovery and how your background makes you a perfect fit for our team. Keep it engaging and personal – we love to see your personality come through!
Showcase Your Technical Skills:Don’t forget to highlight your coding skills and experience with AI frameworks like Pytorch or Tensorflow. We’re looking for hands-on expertise, so include specific examples of projects where you’ve applied these skills effectively.
Apply Through Our Website:We encourage you to apply directly through our website. It’s the best way to ensure your application gets into the right hands. Plus, it shows us you’re serious about joining our mission to change health for humanity!
How to prepare for a job interview at Johnson & Johnson
✨Know Your AI/ML Stuff
Make sure you brush up on your AI and machine learning knowledge, especially as it relates to drug discovery. Be ready to discuss specific projects you've worked on, the challenges you faced, and how you overcame them. This will show that you not only understand the theory but can apply it in real-world scenarios.
✨Show Off Your Coding Skills
Since proficiency in programming languages like Python or C++ is crucial, be prepared to demonstrate your coding skills. You might be asked to solve a problem on the spot or discuss your previous coding experiences. Bring examples of your work or even a portfolio if you have one!
✨Collaborate Like a Pro
This role involves working with a cross-disciplinary team, so highlight your teamwork skills. Share examples of how you've successfully collaborated with others in the past, especially in diverse teams. Emphasise your ability to communicate complex ideas clearly to non-experts.
✨Prepare for Technical Questions
Expect technical questions related to AI frameworks like Pytorch or Tensorflow. Review common algorithms and their applications in drug design. Practising these concepts will help you feel more confident and articulate during the interview.
