South Jakarta, Jakarta, Indonesia

Head of Data Science

 Job Description:

Duties and Responsibilities:


  • Planning data projects
  • Building analytic systems and predictive models
  • Managing a team of data scientists, machine learning engineers and big data specialists
  • Lead data mining and collection procedures
  • Ensure data quality and integrity
  • Interpret and analyze data problems
  • Conceive, plan and prioritize data projects
  • Build analytic systems and predictive models
  • Test performance of data-driven products
  • Visualize data and create reports
  • Experiment with new models and techniques
  • Align data projects with organizational goals

·         Selecting features, building and optimizing classifiers using machine learning techniques

·         Data mining using state-of-the-art methods

·         Extending company’s data with third party sources of information when needed

·         Enhancing data collection procedures to include information that is relevant for building analytic systems

·         Processing, cleansing, and verifying the integrity of data used for analysis

·         Doing ad-hoc analysis and presenting results in a clear manner

·         Creating automated anomaly detection systems and constant tracking of its performance.



 

Qualifications and Requirements


  • Proven 8 years experience as a Data Scientist or similar role
  • Solid understanding of machine learning
  • Knowledge of data management and visualization techniques
  • A knack for statistical analysis and predictive modeling
  • Good knowledge of R, Python and MATLAB
  • Experience with SQL and NoSQL databases
  • Strong organizational and leadership skills
  • Excellent communication skills
  • A business mindset
  • Degree in Statistics, Computer Science, Data Science, Mathematics or similar field

 

 

·         Technical expertise regarding data models, Machine Learning, Deep Learning, Computer Vision, Database Design Development, Data Mining and Segmentation Techniques is a must.

·         Strong knowledge and experience with reporting packages (Business objects, etc) database (SQL), programming (XML, Javascript, ETL Frameworks)

·         Knowledges of statistic and experience using statistical packages for analyzing datasets (Excel, SPSS etc)

Knowledge of P2P or aggregator

  Required Skills:

Objects ETL Computer Vision Data Collection Segmentation NoSQL Data Management Database Design Collection Features Deep Learning Data Science Mining Big Data Data Mining Analysis SPSS Matlab Engineers R Statistics Mathematics Machine Learning Excel Databases Computer Science XML reporting Programming Python Leadership Communication SQL JavaScript Science Design Planning Business Management