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Molecular AI Engineer

deepmirror empowers scientists by bridging human brilliance and technology to shorten the time from idea to patient impact. deepmirror’s co-ideation platform generates drug designs that complement the intuition of chemists, enabling R&D teams to step up their progress towards the clinic. Since launching in 2023, our platform has been used by chemists across the globe and is accelerating the discovery and development of new medicines by suggesting novel and potent drugs to test. We pride ourselves on our intuitive user experience, which makes complex AI simple and accessible to non-technical users. We are now looking for an experienced AI engineer to supercharge our product.    

In this role, you will design and develop cutting-edge algorithms for structure prediction to tackle real-world challenges of AI in drug discovery. This is an outstanding opportunity for someone who wants to be involved from day one of the start-up journey and who wants to put new processes into place to build a powerful platform in a high-performing and collaborative team, based in beautiful Victoria House in the heart of London.  

As part of the product team, you will build core services integrating advanced structure-based algorithms into our platform. Leveraging your expertise in scientific knowledge and software engineering, we encourage you to seize the opportunity to be independent and drive innovation and quality. In the role, you will have substantial growth opportunities, allowing you to shape deepmirror’s technological framework from its inception and learn in an interdisciplinary environment at the interface of physics, chemistry, biology, and machine learning.   

Should I apply?  

We want to be upfront about what it is like to work at deepmirror and thought hard about the principles that guide our work. Before you apply, let's dive into how our values influence the way we work as a team and ensure they resonate with you.  

We Persevere:   

We believe that great work comes from dedication, continuous learning, and pushing boundaries. We trust you to manage your time in a way that helps you develop your skills while contributing to impactful projects. If you thrive on learning and enjoy challenging yourself, you'll fit right in.  

We Care:

We love what we do and deeply care about our product, customers, and colleagues. We thrive as a collaborative team where everyone is willing to go the extra mile for our customers. We create an environment where asking for support and extending a helping hand are equally valued. Be part of something big and contribute to a culture of support, customer focus, and shared ambition.  

We Own:

Nobody will dictate how you do things, but you will be held accountable for the impact of your work, as we value outcomes over outputs. If you thrive in an environment where you take responsibility, solve problems proactively, and drive your own success, you will do well here.  

At deepmirror, you will challenge yourself, be supported, and be given the freedom to excel. Join a team where striving, caring, and ownership are not just values but a way of life. If this resonates with you, deepmirror could be your next big adventure—read on for the 'boring' bits. 

You Will: 

  • Develop advanced Structure-Based Drug Design (SBDD) models integrating deep learning and physics-based approaches 
  • Implement scoring functions using docking methods and molecular dynamics (MD) to quantitatively assess molecular poses and binding affinities 
  • Collaborate with cross-functional teams—engineers, product developers, and stakeholders—to create user-centered solutions 
  • Present research findings in publications, technical documents, conferences, and industry forums.
  • Demonstrable expertise in state-of-the-art Structure-Based Drug Design (PhD, Postdoc, or industry experience) 
  • Proficiency in deep learning methods for SBDD and experience developing structure prediction algorithms 
  • Strong Python programming skills, with experience in scientific computing and deep learning frameworks 
  • Hands-on experience with molecular docking, scoring methods, and MD simulations 
  • Effective collaboration in interdisciplinary teams to deliver actionable solutions 
  • Excellent communication skills for technical and non-technical audiences. 

 

Nice to Have: 

  • Publications in peer-reviewed journals related to structure prediction, protein co-folding, or computational drug discovery 

 

If you meet at least 60% of the requirements or nice-to-have qualifications, we encourage you to apply. 

  • Base salary: £60k to £90k  
  • Competitive Option Plan in line with the stage of the company 
  • Frequent social events and off-sites 
  • Private medical insurance  
  • 1-week remote working per quarter  
  • Cycle to Work Scheme 
  • Pension Scheme: 5%/5% employer/employee 
  • Beautiful stash 

 

Average salary estimate

$75000 / YEARLY (est.)
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$60000K
$90000K

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What You Should Know About Molecular AI Engineer, DeepMirror

At deepmirror, we are on a mission to empower scientists by seamlessly integrating human creativity with cutting-edge technology to expedite the journey from innovative concepts to meaningful patient outcomes. We are thrilled to announce an opening for a Molecular AI Engineer! Since our launch in 2023, our co-ideation platform has caught the attention of chemists worldwide, enabling faster discovery and testing of novel drugs. Join us in beautiful Victoria House, London, where you'll work on designing and developing groundbreaking algorithms focused on structure prediction, crucial in the realm of AI and drug discovery. This role invites you to become a vital part of a high-performing, collaborative team right from the start of our startup journey. You will have the opportunity to innovate and build core services that integrate advanced algorithms into our platform, all while leveraging your scientific acumen and software engineering skills. We foster an environment that values dedication, continuous learning, and collaboration. At deepmirror, you won’t just follow instructions; you will own your projects and contribute significantly to our technology framework's development. You'll work diligently with interdisciplinary teams, presenting your research findings to varied audiences. If you resonate with our values of perseverance, care, and ownership, this is your chance to be part of something incredible. Join us and help transform the landscape of drug discovery while enjoying ample opportunities to grow and learn in an inspiring setting!

Frequently Asked Questions (FAQs) for Molecular AI Engineer Role at DeepMirror
What does the Molecular AI Engineer role at deepmirror entail?

The Molecular AI Engineer at deepmirror will focus on the development of advanced Structure-Based Drug Design (SBDD) models, integrating deep learning and physics-based approaches to improve drug discovery processes. You will implement scoring functions and work collaboratively with various teams to create solutions that enhance user experience.

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What qualifications do I need to apply for the Molecular AI Engineer position at deepmirror?

Ideal candidates for the Molecular AI Engineer position at deepmirror should possess demonstrable expertise in Structure-Based Drug Design, ideally through a PhD, postdoctoral, or industry experience. Proficiency in Python and familiarity with deep learning methods and molecular docking are highly desirable.

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What can I expect from the work culture at deepmirror as a Molecular AI Engineer?

At deepmirror, the work culture is built on the principles of perseverance, care, and ownership. As a Molecular AI Engineer, you'll be part of a collaborative team that values individual contributions, supports continuous learning, and focuses on impactful projects, ensuring a positive environment for personal and professional growth.

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What kind of projects will a Molecular AI Engineer work on at deepmirror?

A Molecular AI Engineer at deepmirror will work on cutting-edge projects involving the development of algorithms for structure prediction, molecular dynamics simulations, and assessments of binding affinities. You'll also collaborate with cross-functional teams to deliver innovative solutions that make a real difference in drug design.

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What growth opportunities are available for a Molecular AI Engineer at deepmirror?

deepmirror offers substantial growth opportunities for a Molecular AI Engineer through hands-on experience in an interdisciplinary environment. You'll have the chance to shape the technological framework from inception and present your innovative findings at industry forums and conferences, enhancing your professional development.

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Common Interview Questions for Molecular AI Engineer
Can you discuss your experience with Structure-Based Drug Design?

When discussing your experience with Structure-Based Drug Design, highlight specific projects where you implemented SBDD models. Showcase your understanding of the methodologies used and the impact of your contributions on drug discovery, ensuring to connect your technical skills with real-world applications.

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What deep learning frameworks are you familiar with, and how have you applied them in your work?

In answering this question, mention specific deep learning frameworks you have experience with, such as TensorFlow or PyTorch. Provide examples of projects where you've applied these frameworks effectively in molecular modeling or drug discovery tasks, demonstrating your technical skillset.

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How do you collaborate with cross-functional teams during a project?

When addressing collaboration with cross-functional teams, emphasize your communication skills and provide examples of how you’ve worked with engineers and product developers. Describing joint problem-solving efforts and how you valued diverse input will show your teamwork abilities.

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Describe a challenging problem you faced in molecular prediction and how you tackled it.

Outline a specific case where you encountered a significant problem in molecular prediction. Explain your analytical approach, the solutions you devised, and the final outcomes, highlighting your problem-solving and critical thinking abilities.

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What do you think is the most significant challenge facing AI in drug discovery today?

In your response, mention current challenges such as data quality and integration, the complexity of biological systems, and the need for better predictive models. Discuss your ideas on how these challenges can be addressed, showing your forward-thinking attitude towards the field.

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How do you stay updated with the latest advancements in AI and drug discovery?

Discuss the resources you utilize to stay informed, such as scientific journals, conferences, webinars, and professional networks. Emphasizing a proactive approach to continuous learning will showcase your commitment to the field.

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Can you explain how you assess the performance of your predictive models?

Focus on the evaluation metrics you use, such as accuracy, precision, recall, or ROC-AUC scores, depending on the context of your models. Providing specific examples of how you've implemented these assessments will highlight your analytical capabilities.

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What software tools have you used for molecular docking and dynamic simulations?

Name the specific software tools you've worked with, like AutoDock or GROMACS, and provide examples of projects where you used them. Discuss the importance of these tools in achieving high-quality results in your research.

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How would you approach integrating new algorithms into an existing platform?

Discuss your systematic approach, starting from understanding the current platform architecture, evaluating the new algorithm's compatibility, and outlining a plan for testing and deployment while ensuring seamless integration within the existing system.

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What motivates you to work in the field of AI and molecular design?

In your answer, share your passion for the intersection of technology and biology, describing how the potential to impact drug discovery and patient outcomes drives your motivation. Personal anecdotes or experiences can add depth to your response.

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