- Contribute to the deployment of ensemble machine learning methods, deep learning, and advanced optimization techniques to drill into our toughest challenges
- Perform tasks such as data exploration, cleaning, and feature engineering
- Design, plan, develop and deploy machine learning models and advanced analytics solutions to solve a wide array of business problems.
- Developing scalable data products (predictive model, prescriptive dashboard, etc.) that drives businesses/products growth
- Work with Data Scientists, Product Engineers and Product Managers to build, deploy, and scale Data Science solutions for routing optimization and supply forecasting to improve our delivery efficiency
Leverage NLP and data science to enable personalised experience
Minimum Qualifications: Bachelor / Master Degree;
- 3+ years of experience in Data Science & AI Engineer
- Proficient in Statistics, Data Structuring, Analysis
- Exposure to lead end-to-end deployment of advanced analytics pipeline, collaborating with data engineering or backend engineer team.
- Excellent programming skills in Python/R.
- Excellent data query or manipulation skill using SQL.
- Experienced in using various tools for data science/analytics such as scikit-learn, pandas, numpy.
- Experienced in using data visualization tools such as Tableau, PowerBI.
- Experienced in using various database platform such as MySQL, PostgreSQL, Hive, Bigquery, etc.
- Advanced problem-solving skills
- WFO in BSD & Jakarta
PGI Data is a boutique house providing Digital Transformation through end-to-end data solutions with its presence in Singapore & Indonesia. We believe in a holistic approach to support business decisions and build a top-quality and cost-effective strategy for businesses to operate successfully.