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Machine Learning Engineer

Date: 12-May-2022

Location: Singapore, Singapore

Company: Singtel Group

 

Singtel, Asia’s leading communications technology group, provides an extensive range of telecommunications and digital services to millions of consumers and businesses across Asia, Australia, Africa and the USA. With over 140 years of innovation behind us, we continue to push boundaries in our networks and services, to enrich lives and transform businesses.

 

Our core values – Customer Focus, Challenger Spirit, Teamwork, Integrity, and Personal Excellence – shape the way we work. We are passionate about making a difference and have an open and inclusive culture where everyone is empowered to do their best. Our diverse business means you will enjoy unique opportunities and rewarding experiences to learn and grow your career in a dynamic industry.

 

Join us and experience what it’s like to be with an Employer of Choice*. Together, let’s create a brighter digital future for all. *Awarded at the HR Fest Awards 2020

 

 

Responsibilities:

  • Develop optimal engineering solution for automating and monitoring production grade machine learning and data-driven initiatives; supporting Batch and Real-time delivery
  • Conduct design and code reviews with a major focus on performance, scalability and future expansion
  • Work closely with data scientists, business and IT teams to build platform and framework to enable machine learning and data analytics activities on a large-scale
  • Manage, monitor and optimise full machine learning lifecycle
  • Create and enhance data solutions enabling seamless delivery of data and is responsible for collecting, parsing, managing and analysing large sets of data
  • Create logical data model and implements the physical database structure and constructs and implements operational feature stores
  • Evaluate and renew implemented data and machine learning pipelines solutions to ensure their relevance and effectiveness in supporting business needs and growth

 

We are committed to a safe and healthy environment for our employees & customers and will require all prospective employees to be fully vaccinated.

 

The Ideal candidate should possess:

  • Degree in Computer Science, Data Science, IT or a related discipline.
  • 2+ years of experience in software engineering or data engineering.
  • Programming experience in Python, Java, Pyspark and Scala.
  • Knowledge of Big Data frameworks like Hadoop, Spark, Impala, Hive, etc
  • Experience in data profiling, ETL development, testing and implementation
  • Experience in building and optimizing ‘big data’ data pipelines, architectures and data sets

 

 

 

We believe in the strength of a vibrant, diverse and inclusive workforce where backgrounds, perspectives and life experiences of our people help us innovate and create strong connections with our customers. We strive to ensure all our people practices are non-discriminatory and provide a fair, performance-based work culture that is diverse, inclusive and collaborative.