AI Engineers

About the role

Pangaea Data is a South San Francisco and London-based business founded by Dr Vibhor Gupta and Prof Yike Guo. They have extensive experience in medicine and computing, having raised over $300 million through academic research, including a $110 million grant focused on developing large language models in medicine. Pangaea's AI platform, PALLUX, uses clinical guidelines to identify undiagnosed, miscoded, and at-risk patients with hard-to-diagnose conditions, facilitating early screening and treatment at the point of care.

Key Responsibilities

• Collaborate with internal clinicians and project stakeholders to understand clinical and healthcare challenges that Pangaea Data can address through PALLUX
• Maintain and implement the product roadmap according to respective requirements
• Design and adopt cutting-edge ML and NLP algorithms to address real-world challenges such as intelligence extraction and inference
• Productize, develop, optimize, and deploy ML and NLP algorithms, supportive modules, and other features in PALLUX
• Avoid technical complexity while maximizing value to the end user
• Prioritize tasks in weekly or bi-weekly sprint planning sessions to ensure regular delivery of small improvements
• Monitor the impact of new features and releases to determine if they achieve their initial goals
• Publish original research and engineering work at conferences and in journals
• Work closely with internal teams to understand users, their needs, and how to improve internal tooling
• Engage with the high-level company vision and goals to reflect them in ongoing product development

Requirements

• University qualification (Bachelors, Masters, Doctorate) with at least two years of university study in Computer Science, Informatics, Data Science, Engineering, or related
• Experience (classroom/work) in Machine learning, Natural Language Processing, Algorithmic Foundations of Optimization, Data Science, Data Mining, and/or Bioinformatics
• Experience with database systems such as SQL, MongoDB
• Experience on general programming languages: Python, C++, Java, etc.
• Experience with deep learning, machine learning, and NLP frameworks such as PyTorch (or TensorFlow), HuggingFace Transformer, Scikit-learn
• Experience with working in Linux

Nice to have

• Experience in building commercial software systems using object-oriented programming (OOP)
• Relevant work experience, including internships, full-time industry experience, or as a researcher in a lab
• Experience with cloud platforms such as AWS, Azure, Google Cloud Platform
• Experience with research communities and/or efforts, including having published papers (being listed as author) at AI/ML/NLP/CV conferences and biomedical journals

Perks and Benefits

• Flexible working hours
• Salary depending on experience
• Benefits include private medical insurance, life insurance, and travel cards
• You will join a small, dedicated, and fast-growing team
• You will have the opportunity to learn about building a startup business from experienced professionals and serial entrepreneurs
• You will have the opportunity to experience an investment life cycle for a startup and meet leading venture capitalists

Contact Information

Please send your latest resume along with a cover letter to careers@pangaeadata.ai