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Job Summary


Salary
$7,739 - $13,043 SGD / Monthly EST

Job Type
Permanent

Seniority
Senior
Mid

Years of Experience
At least 5 years

Tech Stacks
TensorFlow
Docker
Analytics
CI
PyTorch
NoSQL
Kubernetes
SQL
Python
Java

Job Description


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We are looking for an experienced software engineer with solid knowledge and experience on developing Artificial Intelligence (AI)/Machine Learning (ML) systems, to accelerate incubation and delivery of new AI/ML based media and business capabilities. You will working with other engineers in the team to research, experiment, and build AL/ML models & algorithms utilizing various of data sources. You will be one of the problem solvers who use technology to address complex business needs.

The role reports to AI Products & Solutions Lead and will work closely with other Product teams within the Digital Department.

Key Responsibilities

  • Implement scalable and robust AI/ML systems computing on large volumes of datasets using a variety of open source and proprietary Data Science technologies
  • Implement and integrate system components for service orchestration, scheduling, job status monitoring, model performance monitoring, failure recovery, APIs, and any other components required for a robust and reliable Machine Learning system spanning on-premises and cloud environments
  • Develop and implement data processing jobs and pipelines to provide standard, continuous, and scalable data input for future analytics and modelling needs
  • Write and automate unit, functional, integration and performance tests in a Continuous Integration environment
  • Work closely with stakeholders to ensure high standards of data governance during implementation.

Requirements

  • Bachelor's degree in Computer Science, Computer Engineering or related fields
  • 5+ years of software development experience with 3+ years in developing end-to-end AI/ML applications
  • Excellence in algorithms, data structure, discrete math, and distributed computing
  • Full stack experience in data collection, aggregation, analysis, visualization, and monitoring of AI/ML products (MLOps)
  • Experience with basic software development skills, such as agile methodologies, testing, version control, and CI/CD
  • Proficiency in Programming languages (Python, Java, etc)
  • Experience with Cloud Infrastructure, Kubernetes, Docker, GPU, TensorFlow, Pytorch & other Opensource AI/ML framework and libraries
  • Experience with SQL and/or NoSQL database
  • Experience working in Media & Entertainment industry is a strong plus
  • Self-directed, ability to work independently and research innovative solutions to technical and business problems.

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