We are looking for a Machine Learning Scientist to join a biotechnology company that specializes in predicting stem cell differentiation through live cell microscopy and artificial intelligence. This company aims to optimize human tissue manufacturing for research and therapeutic applications, with a mission to address critical health issues, create a positive societal impact, and drive global change.
What You Will Be Doing
Spearheading Research Advancements: Identifying and implementing cutting-edge methodologies in machine learning to drive innovation in AI models for predictive modeling, detection, classification, and pattern recognition of stem cell populations.
Data Enrichment: Sourcing open-source multi-modal datasets to enhance the robustness of AI models, collaborating closely with computational biologists to ensure data quality.
Data Strategy and Proof of Concept: Identifying essential data requirements and developing collection approaches to validate proof of concept for AI models, especially in microscopy data analysis and genomics-related hypotheses.
Collaboration and Communication: Working closely with cross-functional teams to drive multidisciplinary research projects, integrating computer vision techniques into genomics research efforts effectively.
What The Company Hiring is Looking For
A Ph.D. in a technical subject.
A strong publication record in top-tier AI conferences.
Proficiency in Python, cloud infrastructure, and ML libraries like TensorFlow and PyTorch.
Experience with large-scale system design and self-supervised ML.
Expertise in generative models, decision-making approaches, and multi-task learning.
Familiarity with sequential models and excellent analytical and problem-solving skills.
Desirable Skills
Experience in genomics or bioinformatics research projects in an academic, pharmaceutical, or biotechnology setting
Experience in microscopy data and their applications
Proven experience in stem cell research projects in an academic, pharmaceutical, or biotechnology setting
What The Company Hiring is Offering
Join a team that is at the forefront of AI, stem cell biology, and cell therapy development. Enjoy the opportunity to:
Contribute to groundbreaking research and publication opportunities.
Help shape a collaborative and intellectually stimulating company culture.
Work remotely or at the company's headquarters in Bristol, UK.
Participate in bi-annual week-long company off-sites.