At a Glance
- Tasks: Join a dynamic team to build cutting-edge ML tools for drug discovery.
- Company: Isomorphic Labs, an Alphabet company, is revolutionising drug discovery with AI and computational methods.
- Benefits: Enjoy a hybrid work model, access to advanced tech, and a collaborative culture.
- Why this job: Make a real impact in healthcare while working with top minds in science and technology.
- Qualifications: Experience with Kubernetes, cloud platforms, and DevOps practices is essential.
- Other info: We value diversity and inclusivity, fostering a supportive environment for all.
The predicted salary is between 48000 - 84000 Β£ per year.
Isomorphic Labs is a new Alphabet company that is reimagining drug discovery through a computational- and AI-first approach. We are on a mission to accelerate the speed, increase the efficacy and lower the cost of drug discovery. You will be working at the cutting edge of the new era of 'digital biology' to deliver a transformative social impact for the benefit of millions of people. Come and be part of a multi-disciplinary team driving groundbreaking innovation and play a meaningful role in contributing towards us achieving our ambitious goals, while being a part of an inspiring, collaborative and entrepreneurial culture.
Your impact
This is an exciting opportunity for you to work on a greenfield ML-based software platform that will transform the biopharmaceutical world as we know it. You will join our ML Platform group, where you will be partnering with leading engineers, scientists and ML researchers to build the critical platform driving that transformation. You will be working as part of a small and highly efficient team working on all parts of the ML Model Lifecycle - from infrastructure, to software engineering, to user experience. We believe Isomorphic is best of both worlds: a dynamic startup where things happen fast with a secure Alphabet backing and a long-term vision. We will encourage you to dream up and build the ML platform you wished was already available. Your tools will have access to a large fleet of compute. Your work will be used by some of the best chemistry/biology/ML minds in the world. You will be free to pursue the team goals in the best way you see fit. We are interested in you telling us how to build things better.
What you will do
- Build ecosystem and tools to enable cutting-edge ML research and serve large-scale ML models at the forefront of science
- Build and operate processes and tools for effective operational management of research and production software
- Design, implement and manage cloud infrastructure for all stages of ML model lifecycle, from research, through training, to production inference
- Partner and collaborate with a diverse set of teams including science, research, product, business development and operations
- Contribute to core technical decisions (e.g. choice of tooling, infrastructure, and architectural design)
Skills and qualifications
- Hands-on experience managing and deploying workloads on Kubernetes
- Experience building and prototyping secure/scalable platforms/products on cloud
- Strong experience in DevOps best practices
- Strong foundations in software engineering
Ideally you will also have:
- Experience, and active participation at any stage of the ML Model Lifecycle, for instance:
- Developing training/inference platforms
- Managing large fleets of compute for ML purposes
- Or other relevant experience related to ML model lifecycle
Nice to have:
- Experience supporting machine learning research activities
- Familiarity with python-based ML frameworks like TensorFlow, PyTorch, or JAX
- Experience with Google Cloud Platform (GCP)
Culture and values
What does it take to be successful at IsoLabs? It is not about finding people who think and act in the same way, but we do have some shared values:
- Thoughtful: About curiosity, creativity and care. It is about good people doing good, rigorous and future-making science every single day.
- Brave: About fearlessness, initiative and integrity. The scale of the challenge demands nothing less.
- Determined: The way we pursue our goal with confidence in our hypothesis, urgency and agility needed to deliver on it. Because disease wonβt wait, so neither should we.
- Together: About connection, collaboration across fields and catalytic relationships. It is knowing that transformation is a group project, and remembering that what we are doing will have a real impact on real people everywhere.
Creating an inclusive company
We realise that to be successful we need our teams to reflect and represent the populations we are striving to serve. We are working to build a supportive and inclusive environment where collaboration is encouraged and learning is shared. We value diversity of experience, knowledge, backgrounds and perspectives and harness these qualities to create extraordinary impact. We are committed to equal employment opportunities regardless of sex, race, religion or belief, ethnic or national origin, disability, age, citizenship, marital, domestic or civil partnership status, sexual orientation, gender identity, pregnancy or related condition (including breastfeeding) or any other basis protected by applicable law. If you have a disability or additional need that requires accommodation, please do not hesitate to let us know.
It is hugely important for us to be able to share knowledge and establish relationships with each other, and we find it easier to do this if we spend time together in person. This is why we have decided to follow a hybrid model, and for full-time positions we would require you to be able to come into the office 3 days a week (currently Tue, Wed, and one other day depending on which team you are in). For part-time positions this may vary.
ML Ops Engineer, London London employer: Isomorphic Labs Limited
Contact Detail:
Isomorphic Labs Limited Recruiting Team
StudySmarter Expert Advice π€«
We think this is how you could land ML Ops Engineer, London London
β¨Tip Number 1
Familiarise yourself with the latest trends in ML Ops and cloud infrastructure, particularly focusing on Kubernetes and Google Cloud Platform. This knowledge will not only help you understand the role better but also allow you to engage in meaningful conversations during interviews.
β¨Tip Number 2
Network with professionals in the ML and biopharmaceutical fields. Attend relevant meetups or webinars to connect with people who work at Isomorphic Labs or similar companies. Building these relationships can provide valuable insights and potentially lead to referrals.
β¨Tip Number 3
Showcase your hands-on experience with ML model lifecycles by working on personal projects or contributing to open-source initiatives. This practical experience can set you apart and demonstrate your commitment to the field.
β¨Tip Number 4
Prepare to discuss how you would approach building scalable platforms and tools for ML research. Think about specific challenges you might face and how you would overcome them, as this will highlight your problem-solving skills and innovative thinking.
We think you need these skills to ace ML Ops Engineer, London London
Some tips for your application π«‘
Understand the Role: Before applying, make sure you fully understand the responsibilities and requirements of the ML Ops Engineer position at Isomorphic Labs. Tailor your application to highlight how your skills and experiences align with their mission of transforming drug discovery.
Highlight Relevant Experience: In your CV and cover letter, emphasise your hands-on experience with Kubernetes, cloud infrastructure, and DevOps best practices. Provide specific examples of projects where you've contributed to the ML model lifecycle or built scalable platforms.
Showcase Your Passion for Innovation: Isomorphic Labs values creativity and initiative. Use your application to demonstrate your enthusiasm for cutting-edge technology and your desire to contribute to groundbreaking research in the biopharmaceutical field.
Personalise Your Cover Letter: Craft a compelling cover letter that not only outlines your qualifications but also reflects your understanding of Isomorphic Labs' culture and values. Mention how you can contribute to their collaborative environment and commitment to diversity and inclusion.
How to prepare for a job interview at Isomorphic Labs Limited
β¨Showcase Your Technical Skills
Be prepared to discuss your hands-on experience with Kubernetes and cloud infrastructure. Highlight specific projects where you've managed workloads or built scalable platforms, as this will demonstrate your technical expertise relevant to the role.
β¨Understand the ML Model Lifecycle
Familiarise yourself with the various stages of the ML model lifecycle. Be ready to discuss your experience in developing training and inference platforms, as well as managing compute resources for ML purposes, which are crucial for the position.
β¨Emphasise Collaboration and Teamwork
Isomorphic Labs values collaboration across diverse teams. Prepare examples of how you've successfully partnered with engineers, scientists, or other stakeholders in previous roles, showcasing your ability to work effectively in a multi-disciplinary environment.
β¨Align with Company Values
Research Isomorphic Labs' culture and values, such as being thoughtful, brave, and determined. During the interview, express how your personal values align with theirs and provide examples of how you've demonstrated these qualities in your work.