ML Scientist

8 months ago

Bristol, United Kingdom CellVoyant Full time

We are actively searching for a highly motivated and skilled Machine Learning scientist proficient in ML and computer vision, with a keen interest in genomics, microscopy data and their applications. As a Machine Learning scientist, your role will be pivotal in advancing the development of our AI models. This encompasses contributions to research, methodology development, data enhancement, and collection. You will be at the forefront of driving innovation in research and development at CellVoyant, leading to groundbreaking discoveries and creating new opportunities for pioneering research and publications.

Requirements

As a ML Scientist you will be at the forefront of shaping the CellVoyant AI development with a focus on leveraging computer vision for microscopy data and collaborating closely on genomics-related projects. Your primary responsibilities include:

  • Pioneering Research Advancements: Identifying and leveraging state-of-the-art research papers and cutting-edge methodologies in machine learning to drive innovation in our AI models enabling predictive modelling, detection, classification, and pattern recognition of stem cell populations.
  • Data Enrichment: Identifying and sourcing open-source multi-modal data sets,(e.g., genomics and microscopy imaging), to enhance the robustness of our AI models. This involves collaborating closely with computational biologists to ensure data relevance and quality.
  • Data Strategy and Proof of Concept: Strategically identifying essential data requirements and developing 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. This involves fostering strong communication channels to effectively integrate computer vision techniques into genomics research endeavors.

Qualifications:

    • 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 (e.g. machine learning, AI, computer science, mathematics, physics, statistics).
    • Proficiency in programming languages like Python, cloud infrastructure (e.g., Google Cloud) and experience with relevant software (e.g., Github, 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.

Nice-to-have skills or background

    • (A big plus) Experience in genomics or bioinformatics research projects in an academic, pharmaceutical, or biotechnology setting.
    • (A big plus) Experience in microscopy data and their applications
    • Proven experience in stem cell research projects in an academic, pharmaceutical, or biotechnology setting.

Benefits

  • Join at the ground level to work at the cutting-edge of artificial intelligence, stem cell biology, empirical experiment automation, and cell therapy development, enabling groundbreaking research and publication opportunities.
  • Help us build our company culture and create an inclusive, collaborative and intellectually stimulating culture that puts science at the forefront of everything we do.
  • 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, to make 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.

 

  • Lead Data Scientist

    1 month ago

    Bristol, United Kingdom Datatech Analytics Full time

    Lead Data Scientist – ML & AI projectsCompetitive annual salary of up to £90,000 dependent on experience Hybrid working – Bristol office base (currently 2 days in office but expected to move to 3)Ref J12883Unfortunately, no sponsorship available with this client so full UK working rights requiredOur client is seeking to recruit a new Lead Data Scientist...

  • Lead Data Scientist

    1 month ago

    Bristol, United Kingdom Datatech Analytics Full time

    Lead Data Scientist – ML & AI projectsCompetitive annual salary of up to £90,000 dependent on experience Hybrid working – Bristol office base (currently 2 days in office but expected to move to 3)Ref J12883Unfortunately, no sponsorship available with this client so full UK working rights requiredOur client is seeking to recruit a new Lead Data Scientist...

  • Senior Data Scientist

    7 days ago

    Bristol, United Kingdom Oliver Bernard Full time

    Senior Data Scientist - Up to £150,000 - Fully Remote Salary: Paying Up to £150,000 Working Arrangements: Fully Remote Must have suitable Right To Work, No Sponsorship The Company An industry leading gaming company are looking for a Senior Data Scientist to join their small but established team.This award winning firm are continuing the grow their presence...

  • Lead Data Scientist

    1 month ago

    Bristol, UK, South West England, United Kingdom Datatech Analytics Full time

    Lead Data Scientist – ML & AI projectsCompetitive annual salary of up to £90,000 dependent on experience Hybrid working – Bristol office base (currently 2 days in office but expected to move to 3)Ref J12883Unfortunately, no sponsorship available with this client so full UK working rights requiredOur client is seeking to recruit a new Lead Data Scientist...

  • Ai/Ml Engineer Intern

    2 days ago

    Bristol, United Kingdom Candide Full time

    Job Description About The Internship We are only interested in applicants currently living in Bristol We're seeking graduate AI/ML Engineers to join our growing technology team at Candide for a 6-month internship with the possibility of a permanent role.Candide builds innovative digital products and platforms for Babylonstoren, The Newt in Somerset, and...

  • Lead Data Scientist

    4 weeks ago

    City of Bristol, United Kingdom Datatech Analytics Full time

    Job Description Lead Data Scientist – ML & AI projects Competitive annual salary of up to £90,000 dependent on experience Hybrid working – Bristol office base (currently 2 days in office but expected to move to 3) Ref J12883 Unfortunately, no sponsorship available with this client so full UK working rights required Our client is seeking to...

  • Lead Data Scientist

    1 month ago

    City Of Bristol, United Kingdom Datatech Analytics Full time

    Lead Data Scientist – ML & AI projectsCompetitive annual salary of up to £90,000 dependent on experience Hybrid working – Bristol office base (currently 2 days in office but expected to move to 3)Ref J12883Unfortunately, no sponsorship available with this client so full UK working rights requiredOur client is seeking to recruit a new Lead Data Scientist...

  • Lead Data Scientist Bristol

    2 weeks ago

    Bristol, United Kingdom Datatech Analytics Full time

    Lead Data Scientist - ML & AI projects Ensure all your application information is up to date and in order before applying for this opportunity.Competitive annual salary of up to £90,000 dependent on experience Hybrid working - Bristol office base (currently 2 days in office but expected to move to 3) Ref J12883 Unfortunately, no sponsorship available with...

  • Lead Data Scientist Bristol

    1 month ago

    Bristol, United Kingdom Datatech Analytics Full time

    Lead Data Scientist - ML & AI projectsCompetitive annual salary of up to £90,000 dependent on experience Hybrid working - Bristol office base (currently 2 days in office but expected to move to 3)Ref J12883Unfortunately, no sponsorship available with this client so full UK working rights requiredOur client is seeking to recruit a new Lead Data Scientist to...

  • Lead Data Scientist for ADLIB

    3 weeks ago

    Bristol, Bristol, United Kingdom ADLIB Full time

    This leadership role offers a unique opportunity to shape the direction of ADLIB's Machine Learning initiatives. As a seasoned Data Scientist, you'll lead on high-profile projects, working closely with stakeholders to develop and deploy cutting-edge ML solutions.With a strong focus on innovation and collaboration, ADLIB provides a dynamic environment that...

  • Lead Data Scientist Bristol

    2 weeks ago

    Bristol, United Kingdom Datatech Analytics Full time

    Lead Data Scientist - ML & AI projectsCompetitive annual salary of up to £90,000 dependent on experience Hybrid working - Bristol office base (currently 2 days in office but expected to move to 3)Ref J12883Unfortunately, no sponsorship available with this client so full UK working rights requiredOur client is seeking to recruit a new Lead Data Scientist to...

  • Lead Data Scientist Bristol

    2 weeks ago

    Bristol, United Kingdom Datatech Analytics Full time

    Lead Data Scientist - ML & AI projectsCompetitive annual salary of up to £90,000 dependent on experience Hybrid working - Bristol office base (currently 2 days in office but expected to move to 3)Ref J12883Unfortunately, no sponsorship available with this client so full UK working rights requiredOur client is seeking to recruit a new Lead Data Scientist to...

  • Lead Data Scientist

    2 weeks ago

    Bristol, United Kingdom Adlib Recruitment Full time

    Lead Data Scientist Please ensure you read the below overview and requirements for this employment opportunity completely.Leading Financial Services Business Join a growing and friendly Data Science team Work across multiple business units on end to end ML projects Wide variety of project experience to be gained including Gen AI Excellent opportunity to join...

  • Data Scientist

    1 month ago

    Bristol, United Kingdom CV-Library Full time

    Data Scientist - ML & AI projects - 12-month FTC Competitive annual salary of between £50,000 and £65,000 dependent on experience Hybrid working - Bristol office base (2 days a week currently, expected to increase to 3 days) Reference J12885 Are you a talented and passionate Data Scientist looking to make a real impact in the healthcare...

  • Lead Data Scientist

    1 month ago

    Bristol, United Kingdom ADLIB Recruitment Full time

    Lead Data Scientist Leading Financial Services Business Join a growing and friendly Data Science team Work across multiple business units on end to end ML projects Wide variety of project experience to be gained including Gen AI Excellent opportunity to join an established and growing data science department at a leading financial services business. The...

  • DATA SCIENTIST

    1 month ago

    Bristol, United Kingdom CV-Library Full time

    Data Scientist - Computer Vision / AI Data Scientist HYBRID / BRISTOL Unlock the Power of AI Innovation! Join my client, an AI trailblazer with an international presence, helping industries like healthcare, sports, manufacturing, and agriculture transform through advanced artificial intelligence solutions. As a Data Scientist specialising in Computer Vision,...

  • Lead Data Scientist

    2 weeks ago

    Bristol, United Kingdom ADLIB Recruitment Full time

    Lead Data Scientist Leading Financial Services BusinessJoin a growing and friendly Data Science teamWork across multiple business units on end to end ML projectsWide variety of project experience to be gained including Gen AIExcellent opportunity to join an established and growing data science department at a leading financial services business. The...

  • Lead Data Scientist

    2 weeks ago

    Bristol, United Kingdom ADLIB Recruitment Full time

    Lead Data Scientist Leading Financial Services BusinessJoin a growing and friendly Data Science teamWork across multiple business units on end to end ML projectsWide variety of project experience to be gained including Gen AIExcellent opportunity to join an established and growing data science department at a leading financial services business. The...

  • Lead Data Scientist

    4 weeks ago

    Bristol, United Kingdom ADLIB Recruitment Full time

    Lead Data Scientist Leading Financial Services BusinessJoin a growing and friendly Data Science teamWork across multiple business units on end to end ML projectsWide variety of project experience to be gained including Gen AIExcellent opportunity to join an established and growing data science department at a leading financial services business. The...

  • AI/ML Engineer Intern

    1 week ago

    Bristol, United Kingdom Candide Full time

    About The InternshipWe are only interested in applicants currently living in BristolWe’re seeking graduate AI/ML Engineers to join our growing technology team at Candide for a 6-month internship with the possibility of a permanent role. Candide builds innovative digital products and platforms for Babylonstoren, The Newt in Somerset, and other premium...