Overview
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.
Company:
Enigma
Qualifications:
Language requirements:
Specific requirements:
Educational level:
Level of experience (years):
Senior (5+ years of experience)
Tagged as: Classification, Data Analysis, Industry, NLP, Pattern Recognition, United Kingdom
Company:
Enigma Technologies
Qualifications:
Language requirements:
Specific requirements:
Educational level:
Level of experience (years):
Senior (5+ years of experience)
About Enigma Technologies
Enigma provides reliable data and insights on the identity, activity, and risk profile of every small business.
