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.

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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.