Information Technology - Senior Data Scientist (Advanced AI Track) - SINGAPORE AIRLINES LIMITED

Roles & Responsibilities

Job Description

SIA has multiple positions for generative AI / deep learning experts to drive our AI and data science initiatives.

Key Responsibilities include :

• Member of the in-house AI Center-of-Excellence team that works on challenging problems in advanced AI (including areas on generative multimodal AI, autonomous agent, NLP, computer vision, recommender system), mathematical optimization, game theory, and experimental design.
• Research and develop advanced machine learning algorithms to meet complex product requirements. The scope includes defining hypotheses, executing necessary tests and experiments; evaluating, tuning and optimizing algorithms and methods; and having an eye towards cloud implementation ease, scalability, and robustness in a live customer facing production environment.
• Provide technical direction and guidance to a small and highly skilled team of junior and senior data scientists embedded in Kanban data squads. These squads deliver products / services in generative AI, data science and data analytics to stakeholders in a large number of business units. Serve as a go-to technical expert in your area of AI expertise.
• Work closely with business stakeholders to create impactful and intelligent features / products. Collaborate with other team members including data scientists, data engineers and data strategists. Strategic ownership of all critical end-to-end AI processes.
• Administer / maintain performant cloud and on-premises GPU compute resources that train large ML models and provide inference API microservices in production.

Requirements

Tell employers what skills you have

TensorFlow

Scalability

Scala

Kanban

Azure

Technical Direction

Computer Vision

Microservices

Tuning

PyTorch

Experimental Design

GCP

Data Science

Design Research

C#