Please enter a valid email
Done! You will get notified about new matching jobs
Back to your search
Apply Now
Print Report Share View in new tab
05 May 2020
Job ID: CM-2564
Data Scientist

The candidate is adept at using large data sets to find opportunities for product optimization and using models to test the effectiveness of different courses of action. They must have strong experience using a variety of data mining/data analysis methods, using a variety of data tools, building and implementing models, using/creating algorithms and creating/running simulations. They must have a proven ability to drive business results with their data-based insights. They must be comfortable working with a wide range of stakeholders and functional teams.

 

Responsibilities

  • Mine and analyze data from the databases to drive optimization and improvement of product development and strategies.
  • Assess the effectiveness and accuracy of new data sources and data gathering techniques.
  • Develop custom data models and algorithms to apply to data sets.
  • Develop testing framework and test model quality.
  • Coordinate with different functional teams to implement models and monitor outcomes.
  • Develop processes and tools to monitor and analyze model performance and data accuracy.
  • Demonstrate critical thinking, analytical skills, and employ judgment to offer thoughtful, concise input toward resolutions of problems
  • Be able to translate data requirements into business processes and reverse engineer business processes into data requirements
  • Establish reports to supervisors and clients
  • Work with engineering team to develop trading model/strategy

Qualifications

  • Experience using statistical computer languages (R, Python, SLQ, etc.) to manipulate data and draw insights from large data sets.
  • Experience working with and creating data architectures.
  • 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.
  • Detail oriented and Strong communication skill
  • Strong spreadsheet/Excel formulas skill
  • Open minded, ready to learn and ability to adapt to new culture, work, do new tasks
  • Experience with cryptocurrency trading knowledge is a plus

We’re looking for someone with 4-7 years of experience manipulating data sets and building statistical models, has a Master’s or PHD in Statistics, Mathematics, Computer Science or another quantitative field, and is familiar with the following software/tools:

  • Coding knowledge and experience with several languages: C, C++, Java, JavaScript, etc.
  • Experience querying databases and using statistical computer languages: R, Python, SLQ, etc.
    Experience using web services.
  • Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc.
  • Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc.
  • Experience visualizing/presenting data for stakeholders using: Periscope, Business Objects, D3, ggplot, etc.

 

Working location: Nimmanhemin, Chiangmai

 

Interested candidates are invited to submit application letter via APPLY NOW

 

Apply Now

Job Details:

Benefits:
  • Performance bonus
  • Flexible working hours
  • Medical insurance
  • Dental insurance
  • Life insurance

Yellow Software Co.,Ltd.
Is this your company? Claim it now!