Machine Learning Researcher
2 days ago
We are seeking a highly skilled and motivated Machine Learning Scientist to join our team at CellVoyant. As a key member of our research and development team, you will play a pivotal role in advancing the development of our AI models, leveraging computer vision for microscopy data and collaborating closely on genomics-related projects.
Key Responsibilities:- Pioneering Research Advancements: Identify and leverage state-of-the-art research papers and cutting-edge methodologies in machine learning to drive innovation in our AI models, enabling predictive modeling, detection, classification, and pattern recognition of stem cell populations.
- Data Enrichment: Identify and source open-source multi-modal data sets, such as genomics and microscopy imaging, to enhance the robustness of our AI models, collaborating closely with computational biologists to ensure data relevance and quality.
- Data Strategy and Proof of Concept: Strategically identify essential data requirements and develop data collection approaches to validate proof of concept for our AI models, particularly in the context of microscopy data analysis and genomics-related hypotheses.
- Collaboration and Communication: Collaborate with cross-functional teams, including computational biologists, biologists, data scientists, and software engineers, to drive multidisciplinary research projects, fostering strong communication channels to effectively integrate computer vision techniques into genomics research endeavors.
- A strong track record of research publications in top-tier AI conferences such as NeurIPS, AAAI, ICLR, ICML, CVPR, ECCV, IJCV.
- Ph.D. degree in a technical subject, such as machine learning, AI, computer science, mathematics, physics, or statistics.
- Proficiency in programming languages like Python, cloud infrastructure, and experience with relevant software, such as Github and Docker.
- Knowledge of ML/scientific libraries, such as TensorFlow, PyTorch, NumPy, and Pandas.
- Excellent analytical, problem-solving, and critical-thinking abilities.
- A collaborative mindset and the ability to work closely with computational biologists to identify hypotheses and validate proof of concept are essential for success in this role.
- Experience with Large-Scale System Design.
- Expertise in Self-Supervised ML and Generative Models, such as Auto-encoders and GANs (Generative Adversarial Networks).
- Familiarity with Advanced Decision-Making Approaches, such as Deep Reinforcement Learning (DRL), Imitation Learning (IL), and learning from demonstrations.
- Expertise in Multi-Task and Multi-Modal Learning.
- Proficiency in Sequential Models, such as Transformers.
- 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.
- Join a dynamic, diverse, and inclusive team of experienced and interdisciplinary scientists applying their skills to some of the most impactful problems in human health, making a long-lasting positive impact on society.
- Ability to work remotely or in our Bristol, UK headquarters and join bi-annual week-long company off-sites.
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Bristol, Bristol, United Kingdom La Fosse Full timeMachine Learning ScientistLa Fosse is partnering with a cutting-edge Bio-Tech AI Start-up to find a talented Machine Learning Scientist to join their growing team.The company's mission is to develop groundbreaking AI models that leverage microscopy data and genomics to drive transformative discoveries. As a Machine Learning Scientist, you will work on...
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Bristol, Bristol, United Kingdom La Fosse Full timeMachine Learning ScientistLa Fosse is partnering with a cutting-edge Bio-Tech AI Start-up to find a talented Machine Learning Scientist to join their growing team.The company's mission is to develop groundbreaking AI models that leverage microscopy data and genomics to drive transformative discoveries. As a Machine Learning Scientist, you will work on...
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Bristol, Bristol, United Kingdom CellVoyant Full timeAbout the RoleWe are seeking a highly skilled Machine Learning Scientist to join our team at CellVoyant. As a key member of our research team, you will play a pivotal role in advancing the development of our AI models, driving innovation in research and development, and contributing to groundbreaking discoveries.Key ResponsibilitiesPioneering Research...
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2 weeks ago
Bristol, Bristol, United Kingdom CellVoyant Full timeAbout the RoleWe are seeking a highly motivated and skilled Machine Learning Researcher to join our team at CellVoyant. As a key member of our research team, you will play a pivotal role in advancing the development of our AI models, driving innovation in research and development, and contributing to groundbreaking discoveries.Key ResponsibilitiesPioneering...
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2 weeks ago
Bristol, Bristol, United Kingdom CellVoyant Full timeAbout the RoleWe are seeking a highly motivated and skilled Machine Learning Researcher to join our team at CellVoyant. As a key member of our research team, you will play a pivotal role in advancing the development of our AI models, driving innovation in research and development, and contributing to groundbreaking discoveries.Key ResponsibilitiesPioneering...
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