RA/RS, Mathematical Reasoning & Logic Full Stack Developer
Full-time position – SG based location
ABOUT HUMMINGBIRD BIOSCIENCE
Hummingbird Bioscience is a data-driven precision biotherapeutics team discovering and developing transformative biologic medicines for hard-to-treat diseases. The Hummingbird Bioscience model combines computational and systems biology and wet lab drug discovery in a multi-disciplinary, collaborative environment spanning initial discovery through clinical development. We harness this integrated approach across target identification and patient selection, enabling our team to increase the efficiency of translating novel scientific insights while reducing the inherent risk in drug discovery and development. At Hummingbird Bioscience, our commitment to rigorous science, teamwork, and intellectual integrity underpins our passion to accelerate the journey of new drugs from concept to clinic.
Our highly experienced teams in the US and Singapore span antibody discovery, pharmacology, production and clinical development. For more information, please visit www.hummingbirdbioscience.com, and follow Hummingbird Bioscience on LinkedIn, Twitter and YouTube.
ABOUT THE ROLE
We are seeking a versatile developer with a strong background in mathematics and/or computer science to develop new algorithms to improve reasoning and truth verification utilizing deep learning and graph theoretic concepts. The ideal candidate will have strong foundational knowledge these fields coupled with an understanding of automated theorem provers and python frameworks for deep learning.
This is a full-time role based in Singapore.
KEY RESPONSIBILITIES
- Manage and deploy codebases on local HPC or cloud-based resources
- Develop and benchmark existing and novel deep learning architectures to improve mathematical reasoning and automated theorem proving
- Present architectures and benchmarking results
- Assist in the development of roadmaps and development plans
- Stay abreast of literature and developments in the field
ESSENTIAL QUALIFICATIONS
- BSc/MSc/PhD in Mathematics and/or Computer Science
- Familiar with LEAN, Coq or other theorem provers
- Familiar with PyTorch and other deep learning frameworks
- Familiar with Software Development Lifecycle and best practices
- Demonstrated interest and understanding of Graph Neural Networks, Graph Transformer Networks and Large Language Models
- Familiar with Git or other version management software
- Strong interest in development of new algorithms and approaches to mathematical and logical systems
OUR MISSION & VALUES
Our fast-growing biotechnology company is committed to discovering and developing important new drugs for cancer and autoimmune diseases, and living by our values: Excellence, Determination, Teamwork, Intellectual Integrity and Audacity.
JOIN US AT THE FRONTIER OF DRUG DISCOVERY AND DEVELOPMENT
We are looking for passionate and motivated individuals committed to solving important, complex problems. We are committed to the personal and professional development of our team and offer robust learning and development programs. Hummingbird Bioscience understands the need for flexibility for our team and offers a generous paid time off program with flexibility to support employees through different life stages. We invest in our team’s health by offering competitive benefits including health and dental insurance, and a comprehensive and holistic employee assistance program. We foster a more collaborative, productive, and sociable culture with on-site lunches and snacks. Finally, we believe in creating social impact beyond our business through corporate social responsibility initiatives.
Are you ready to join us on our mission to discover and develop important new drugs for cancer and autoimmune disease? Click on ‘Apply for this Job’ to submit your application.
For further enquiries, please email us at [email protected].
Hummingbird Bioscience is firmly committed to Equal Employment Opportunity (EEO) and to compliance with all Singapore and US federal, state and local laws and/or guidelines that prohibit employment discrimination on the basis of age, race, color, gender, sexual orientation, gender identity, ethnicity, national origin, citizenship, religion, genetic carrier status, disability, pregnancy, childbirth or related medical conditions, marital status, protected veteran status and other protected classifications.
