At a Glance
- Tasks: Develop and implement AI/ML solutions for drug design and analysis.
- Company: Join Johnson & Johnson, a leader in healthcare innovation.
- 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 impact on global health through cutting-edge technology.
- Qualifications: Ph.D. in relevant fields with strong AI/deep learning expertise.
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 Scientists 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 leverages cross-domain expertise to contribute to a rigorous scientific evidence package strategically aligned with 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 language such as Python or C++.
- Proficiency in one or more AI framework 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 field.
- 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 employer: Johnson & Johnson
Johnson & Johnson is an exceptional employer, offering a dynamic work environment that fosters innovation and collaboration in the field of AI/ML for drug discovery. With a commitment to employee well-being and professional growth, the company provides comprehensive health programs, opportunities for impactful research, and a culture that values diversity and inclusion. Working at Johnson & Johnson not only allows you to contribute to groundbreaking healthcare solutions but also supports your personal and professional development in a globally recognised organisation.
StudySmarter Expert Advice🤫
We think this is how you could land PostDoc AI/ML for drug discovery
✨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 position 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 genuinely interested in joining our mission.
We think you need these skills to ace PostDoc AI/ML for drug discovery
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 role, so don’t be shy about 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 this role and how your background makes you a perfect fit. We love seeing enthusiasm and a clear connection to our mission.
Showcase Your Technical Skills:Don’t forget to mention your programming prowess and familiarity with AI frameworks like Pytorch or Tensorflow. We’re looking for candidates who can hit the ground running, so highlight any hands-on experience you have!
Apply Through Our Website:We encourage you to apply through our website for a smoother application process. It’s the best way for us to keep track of your application and ensure it gets the attention it deserves!
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 frameworks you've used like PyTorch or TensorFlow, and how you've applied these skills in real-world scenarios.
✨Showcase Your Coding Skills
Since hands-on coding is a big part of this role, be prepared to demonstrate your proficiency in programming languages like Python or C++. You might even want to practice some coding challenges beforehand to keep your skills sharp and show that you're ready to dive into platform development.
✨Collaborate Like a Pro
This position involves working with a cross-disciplinary team, so highlight your teamwork experience. Think of examples where you've successfully collaborated with data scientists, imaging experts, or other specialists. Show them you can communicate complex ideas clearly and work towards a common goal.
✨Prepare for Technical Questions
Expect technical questions that dig deep into your analytical skills and problem-solving abilities. Prepare to explain your thought process when tackling drug design problems and how you would approach end-to-end analyses. This is your chance to shine, so make sure you can articulate your methods and reasoning!
