8 hours ago
Sydney, AustraliaSenior
Responsibilities
- Build, deploy, and maintain machine learning pipelines supporting model training, testing, and production deployment.
- Develop and optimize feature engineering workflows and feature stores.
- Automate model deployment, monitoring, and retraining processes.
- Partner with data engineers, software engineers, and business stakeholders to deliver reliable ML solutions.
- Monitor production model performance and improve accuracy, efficiency, and reliability.
- Support model governance through documentation, auditability, and lifecycle management.
- Troubleshoot production issues and enhance models as scam patterns evolve.
- Contribute to machine learning standards, frameworks, and best practices.
Requirements
- Extensive experience in machine learning engineering, MLOps, data engineering, or a similar discipline.
- Strong Python development skills and experience deploying machine learning solutions into production.
- Experience building and maintaining automated training, deployment, and monitoring pipelines.
- Knowledge of machine learning lifecycle management, version control, and CI/CD frameworks.
- Experience with large datasets and distributed data processing environments.
- Familiarity with Databricks, MLflow, Spark, or similar machine learning technologies.
- Strong problem-solving, stakeholder engagement, and technical communication skills.
Benefits
- Competitive remuneration, employee discounts, an $80 monthly credit, and 25% off Optus products.
- Flexible working arrangements, including three days in the office and two days remote or from home.
- Office campus amenities including cafes, a convenience store, chill-out zones, GP, post office, gym, and on-site childcare.
- Competitive leave policies with additional Connected days.
- Up to 16 weeks of inclusive, carer-neutral paid parental leave.
- Employee-led networks and diversity initiatives.
- Free 24/7 counselling and wellbeing support services.
- Free Optus bus service from Macquarie University Metro Station every 6–8 minutes in the morning and afternoon.
- Based in Macquarie Park, Sydney, with applicants from Melbourne also considered.
Tech Stack
Categories
Data EngineeringML Engineering
About Singtel
Singtel is a Singapore‑headquartered public telecommunications group founded in 1879 that sells mobile, broadband, and enterprise network services to consumers and businesses across Asia-Pacific. It owns Optus in Australia and operates NCS (regional IT services) and Nxera (data centers), and is expanding into AI infrastructure via its RE:AI GPU‑as‑a‑Service. Its revenue comes from connectivity subscriptions and managed services across networks, cloud, cybersecurity, and digital platforms, with equity stakes in regional operators broadening its reach.