Canopy
Arical (HK)

Arical - Data Scientist

Mid Level
Hong Kong
Data Scientist
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About Us

We extract location insights and provide actionable location-based recommendations to our clients, from major property agencies, developers, investment funds, retailers, marketing agencies to NGOs.

Who we're looking for

We are looking for a motivated Data Scientist to create a data pipeline, create experimental frameworks to collect data and build models as well as automate property investment and development analysis.

What you will be doing
  • Data crawling
  • Perform exploratory data analysis and data visualisation
  • Feature engineering
  • Model construction
  • Model deployment on cloud
  • Optimize product performance
  • Optimize model training
Who you are
  • University degree or above in Computer Science / Computer Engineering / Electrical or Electronic Engineering
  • Graduated from local universities
  • Product development/ Scalable software development experience would be nice
  • Proficiency with Python
  • Working SQL knowledge and experience working with relational databases, query authoring (SQL) and MongoDB
  • Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.)and their real-world advantages/drawbacks.
  • Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications
  • Knowledge and experience in big data tools: Hadoop, Spark, Kafka etc.
  • Knowledge and experience with relational SQL and NoSQL databases, including Postgres and Cassandra
  • Knowledge and experience with data pipeline and workflow management tools: Azkaban, Luigi, Airflow, etc.
  • Experience with AWS cloud services: EC2, EMR, RDS, Redshift
  • Experience with stream processing systems: Storm, Spark Streaming, etc.

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10 Science Park West Avenue, Hong Kong Science Park
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