Software Engineer

Isomorphic Labs
13 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English

Job location

Tech stack

Java
Artificial Intelligence
Computing Platforms
Bioinformatics
C++
Cloud Computing
Cloud Engineering
Computer Programming
Relational Databases
Django
Python
PostgreSQL
Performance Tuning
Software Engineering
SQLAlchemy
Web Applications
Deep Learning
Backend
Kubernetes
Information Technology
Production Code
Hardware Acceleration
Data Management
Front End Software Development

Job description

We are looking for outstanding software engineers to work on different aspects of our ML-based software platform such as: data, backend and fullstack engineering, ML engineering, as well as technical and cloud infrastructure. We are keen on receiving applications from individuals falling at the intersection of one or more of these fields., Depending on your experience and background, you can be expected to work on one or more of the following domains:

  • Ingestion, management and serving of scientific data
  • Backend and fullstack engineering for the buildout of scientific applications and scientific data management applications
  • Building a state-of-the-art platform for conducting ML research with a high velocity and reliability
  • Building key MLOps components for transferring models from research to production at scale
  • Working on low-level performance optimization to increase the efficiency and performance of ML models and infrastructure
  • Optimizing and maximally leveraging our compute resources and fleet of accelerators for large scale training and inference

Requirements

Do you have experience in Python?, This is an exciting opportunity for versatile software engineers to be working in a fast-paced and research-facing environment within a small team. You will contribute significantly to a world-class ML-based software platform set to transform the bio-pharmaceutical world. We need creative thinkers ready to redefine how drugs are designed with the power of AI.

Working in a highly creative, iterative environment, you will be partnering with leading engineers, scientists and ML researchers to build the critical platform driving that transformation. This is a newly created role and you will need to use your previous experience and show initiative in order to fully carve out your contribution., * Strong software engineering experience with software design / architecture skills

  • Extensive enterprise programming experience writing production code using mainstream programming languages such as Python, Java, C++ or Go
  • Experience with Kubernetes and cloud computing
  • Experience building secure/scalable platforms/products on cloud
  • Demonstrated ability to work in multi-disciplinary teams and environments
  • Great degree of adaptability and a willingness to work across domains and different parts of the tech stack when needed
  • Demonstrate ongoing career progression / trajectory and a passion for learning
  • Msc in computer science, or equivalent experience, * Expertise in Python
  • Experience with the management of scientific and experimental wet labs data in a pharma context
  • Experience building backend systems for web applications, using technologies such as Django, SQLalchemy, Pydantic, PostgreSQL
  • Experience designing, implementing and maintaining relational data models with Python-based interfaces
  • Experience developing frontend applications in a scientific context
  • Experience building, optimizing and productionizing large scale deep learning models
  • Hands-on experience with cloud engineering in a compute-heavy environment, preferably on GCP
  • Hands-on experience optimizing the use of fleets of hardware accelerators
  • Experience with low level hardware specific optimization for deep learning
  • Experience with life sciences data, including bioinformatics, computational chemistry, and biomedical research data

Benefits & conditions

We are here to advance human health, by reimagining drug discovery with the power and pace of artificial intelligence.

The future is coming. A future enabled and enriched by the incredible power of machine learning. A future in which diseases are curtailed or cured by better and faster drug discovery.

Our values exist in service of that future. We think they'll help us bring it closer, too.

Come and be part of an interdisciplinary team driving groundbreaking innovation and play a meaningful role in contributing towards us achieving our ambitious goals, while being a part of an inspiring and collaborative culture.

The world we want tomorrow is the one we're building today. It starts with the culture at this company. It starts with you.

About the company

Isomorphic Labs is applying frontier AI to help unlock deeper scientific insights, faster breakthroughs, and life-changing medicines with an ambition to solve all disease. The future is coming. A future enabled and enriched by the incredible power of machine learning. A future in which diseases are curtailed or cured starting with better and faster drug discovery. Come and be part of an interdisciplinary team driving groundbreaking innovation and play a meaningful role in contributing towards us achieving our ambitious goals, while being a part of an inspiring and collaborative culture. The world we want tomorrow is the one we're building today. It starts with the culture at this company. It starts with you., Isomorphic Labs (IsoLabs) was launched in 2021 to advance human health by building on and beyond the Nobel-winning AlphaFold system. Since then, our interdisciplinary team of drug discovery experts and machine learning specialists has built powerful new predictive and generative AI models that accelerate scientific discovery at digital speed. Our name comes from the belief that there is an underlying symmetry between biology and information science. By harnessing AI's powerful capabilities, we can use it to model complex biological phenomena to help design novel molecules, anticipate how drugs will perform and develop innovative medicines to treat and cure some of the world's most devastating diseases. We have built a world-leading drug design engine comprising AI models that are capable of working across multiple therapeutic areas and drug modalities. We are continually innovating on model architecture and developing cutting-edge capabilities to advance rational drug design. Every day, and with each new breakthrough, we're getting closer to the promise of digital biology, and achieving our ambitious mission to one day solve all disease with the help of AI., Isomorphic Labs (IsoLabs) was founded in 2021 and is led by Sir Demis Hassabis. Our aim is to usher in a new era of biomedical breakthroughs and find cures for some of humanity's devastating diseases. Our foundations are built on the success of Google DeepMind's AlphaFold, but we didn't stop there! We are continuing to develop and implement state-of-the-art technologies as we move towards our goal of dramatically accelerating and improving the process of designing and bringing new medicines to patients. We have built a world-leading drug design engine comprising foundational AI models that are capable of working across multiple therapeutic areas and drug modalities. The company is continually innovating on model architecture and developing cutting-edge capabilities to advance rational drug design., We are guided by our shared values. It's not about finding people who think and act in the same way. These values help to guide our work and will continue to strengthen it. Thoughtful Thoughtful at Iso is about curiosity, creativity and care. It is about good people doing good, rigorous and future-making science every single day. Brave Brave at Iso is about fearlessness, but it's also about initiative and integrity. The scale of the challenge demands nothing less. Determined Determined at Iso is the way we pursue our goal. It's a confidence in our hypothesis, as well as the urgency and agility needed to deliver on it. Because disease won't wait, so neither should we. Together Together at Iso is about connection, collaboration across fields and catalytic relationships. It's knowing that transformation is a group project, and remembering that what we're doing will have a real impact on real people everywhere.

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