Job postings for Data Analytics
AI Researcher - Data Scientist・Full-time
Be an innovator! Creative AI Researcher wanted - Healthcare!
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 - Proficient 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