Job description

As a Data Scientist, you will apply machine learning/AI techniques on massive data from all parts of our business to our products in innovative ways.

Job Description
  • Build statistical and machine learning models to analyse and predict user behaviour
  • Design new machine learning systems to power the analytics efforts.
  • Develop algorithms and tools that will be integrated for analysing medical conditions of a patient like walking pattern and motor state with the help of raw data collected from various types of health sensors.
  • Contribute to continuous improvement and proactively support knowledge sharing across the product delivery team.
  • Ability to work independently with minimal supervision and develop efficient models.
Skills / Years of experience / Qualifications / Field of studies
  • Degree level education in Mathematics, Scientific, Computing or Engineering discipline or equivalent experience with substantial years of experience at various levels of Data Science roles and prior experience leading a small team of data scientists
  • An ability to apply logical, analytical and innovative thinking on a range of technical problems, with a particular bias towards the application of existing analytical methods, the development of new methods development and software engineering.
  • Particular experience with predicative analytics, advanced analytics and reinforced learning algorithms and other forms of machine learning is essential.
  • Ability to interpret complex business requirements, translating them into analytical problems and delivering high value outputs.
  • Experience in the use of one or more current analytical / big data technologies such as Python (including relevant libraries), Azure (Machine Learning, Stream Analytics, Data Factories etc), Spark, SQL, Tableau, Power BI is essential.
  • Tools: Python, SQL, REST, Keras, Tensorflow, SciKit learn, additional ML and DL frameworks.
  • Environments: experience with GPU-based DevBox hardware, Edge devices with GPU/Tensorcores/NeuralEngine like Nvidia Jetson family or alike, streaming.
  • Passionate to use all aspects of data science, machine learning, and technology to build the investment app of the future.
  • Strong sense of ownership and accountability, with good attention to detail.
  • Good interpersonal skills and ability to work well in an international team environment.
  • Ability to be agile and flexible in adapting in a dynamic environment.
  • Experience in working with medical devices and sensors is a plus.
  • Exceptional communication skills with the ability to clearly articulate solutioning and stakeholder management skills.
  • Keep abreast with competitive landscape and new trends.
  • Positive attitude / Confidence to take up tasks / provide reasonable timelines to complete tasks.

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