Algorithm Scientist, Singapore
What will you do?
Research and design algorithms, including deep learning and object recognition (detection and classification)
Design data driven systems for risk control, fraud detection, recommendation, customer segmentation, adaptive pricing etc.
Test and verify algorithms overall efficiency of the model.
Consistently work to enhance the overall performance of the model.
What should you have?
PhD/Master’s Degree in Computer Science/ Mathematics, or fields related.
Prior experience of independent algorithm research.
Experience in Python, R or Scala.
Experience in Hadoop, Spark, Tensorflow or any frameworks related.
Knowledge in supervised/unsupervised learning, classification/clustering algorithms, feature engineering/optimization
Experience in deep learning, reinforcement learning, personalized search and recommendation, user/seller behavior modeling, marketing algorithms preferred.
Experience with visualization software to convert models/insights into simple, business sell-in stories is a plus.
Outstanding analytical and problem-solving skills.
Self-motivated, innovative, and proactive. Willing to learn new knowledge and explore unfamiliar domains.