Experience with Python (preferable) or R
Actual experience deploying models in production environment (preferably within AWS)
If possible, experience developing the following type of models or applying the following algorithms
Decision trees (eg CART/CHAID) for purpose of segmentation (eg price segmentation)
Logistics Regression eg for purpose of win probability models
Customer Churn Modeling
Predictive Price Forecasting (ARIMA-X, Neural Network, Text Mining)
Linear Programming (Optimisation) for profit optimisation or cost minimisation
Clustering Analysis (eg Hierarchical / K-Mean) for purpose of customer segmentation
Product Recommendation Models
Experience deploying models with large amount of data and fine tune the system performance
Preferably, experience in deploying models in AWS
Minimum 5 years experience in data science area
Industry:Computer/Information Technology (Software)
Salary:MYR 9,000 - 18,000
Deadline:25th Feb 2020
Smart Tradzt (formerly known as Acceval) is one of the pioneers in the Asia Pacific region for pricing optimisation, margin management and commercial excellence software solution, specialising in the petrochemicals, oil & energy and commodity industries. The software solution is implemented at clients including Fortune 500 companies (such as Petronas), multinationals and regional conglomerates.
Extending beyond the enterprise; our latest innovation, Smart Tradzt digital commerce platform digitizes end to end commercial processes between buyers and sellers, optimizes commercial decisions and provides collaborative e-Commerce with dynamic and frictionless experience.
Personalised dynamic pricing and customer offer is enabled using data driven Artificial Intelligence. Likewise, buyer’s sourcing and procurement decisions are also optimized for commodity products using unique algorithms.
Smart Tradzt solution facilitates Ecosystem collaborations along the value chain with trading partners, logistics players, financial institutions, service providers, suppliers and co-producers through a secured platform powered by blockchain Technology.
We have also won several awards including Best Customer Return On Investment (from SAP), Best Industrial Application (from IDA Singapore) and Best Business Case Study Award (from Singapore Business Review).
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