Canopy
Hollo (HK)

Hollo - AI Researcher (Senior Data Scientist)

Mid Level
Hong Kong
AI Researcher (Senior Data Scientist)
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About Us

Hollo is a health-tech social enterprise bridging Cognitive Psychology, Healthcare, Data Science and Software Engineering. Our mission is to increase accessibility to patients, providers and organizations through technology, democratizing AI in mental health. By utilizing AI to predict and screen for the clients' mental health status with live data, it can streamline the diagnostic process of clinicians, interventions to be more timely and personalized to an individual.

Who we're looking for

We are looking for a Data Scientist with an interest or even experience in Psychology / Cognitive Science Labs. Having professional experience is ideal as Hollo is exploring a quite unique and niche application of Data Science which requires problem-solving and creativity. Your primary focus will be working through the Data Science lifecycle and implementing multi-modal models. Experience or understanding of Mental Healthcare / Neuroscience systems and its related concerns would be beneficial.

Responsibilities
  • Develop models for Hollo’s products that respects the constraints of the platform (e.g. iOS, Web) and the ethical concerns of the users
  • Work extensively with raw data from phones and wearables (e.g. GPS, Camera, Bluetooth)
  • Implement machine learning or deep learning models creatively to predict required outputs such as depression levels using extracted features
  • Work with a multi-modal model (made with NLP, LSTM, Attention Models) using text, audio and video data sources
  • Visualize models and extracted features
  • Contribute to potential publication of model findings (whitepaper or academic)
Requirements
  • 2+ years of professional experience as a data scientist with an understanding of the data science life cycle
  • Extensive experience with data exploration and feature extraction
  • Experience with visualization libraries such as Seaborn or Matplotlib or equivalent
  • jobsProficient in Python. Knowledge of Matlab, R, Julia or C++ is an advantage
  • Hands-on experience working with deep learning libraries such as TensorFlow, or PyTorch
  • Preferred experience with OpenCV and ffmpeg
  • Preferred experience in working with audio and video feature extractions
  • Preferred experience in running NN models with cloud servers (e.g. Azure, AWS)
  • Strong record of academic achievement in Computer Science, Statistics or related field
  • Experience with Academic Publications in the Data Science or related field
How to stand out
  • Prior experience in biotechnology, bioinformatics, or healthcare industry, especially the Neuroscience field
  • Experience with management and project management software like Monday.com or Jira

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