In-Demand Machine learning engineer Jobs in Parramatta, Nsw

MLOps / AI Engineer
Tata Consultancy Services —Sydney NSW
- On call
- Azure
- Management
- Master's degree
Senior Forward Deployed Engineer
Workato —Sydney NSW
- Salesforce
- Databases
- Analysis skills
Quick Apply
Junior Maintenance Technician
THE ICONIC —Yennora NSW
- Maintenance
- Microsoft Office
- Electrical experience
- Parental leave
- Employee assistance program
Quick Apply
8d
FPGA and DSP Team Lead (AU)
DroneShield Limited —Sydney NSW
- Full-time
- Schematics
- Engineering
- Bachelor's degree
Quick Apply
4d
Senior Data Engineer
Anglicare —Macquarie Park NSW
- Full-time
- Azure
- DevOps
- Machine learning
- Employee assistance program
3d
Head of Risk
NEXT Ventures —Sydney NSW
- Full-time
- Hybrid work
- Bachelor's degree
- AI
Quick Apply
Senior Account-Based Marketing Manager
ServiceNow —Sydney NSW
- Full-time
- Hybrid work
- CRM software
- Sales
- Salesforce
Quick Apply
Staff Machine Learning Engineer (Platform)
Neara —Sydney NSW
- Full-time
- Hybrid work
- Azure
- Writing skills
- AWS
Staff Engineer Chapter Lead – Generative AI
Commonwealth Bank —Sydney NSW
- Full-time
- Systems design
- Master's degree
- AWS
Staff Software Engineer – Create, Grow - Growth
Canva —Sydney NSW
- Full-time
- Hybrid work
- University
- Machine learning
- AI
- Parental leave
Quick Apply
Senior Data Engineer (GCP, Agentic)
NTT —Sydney NSW
- Urgently hiring
- DevOps
- SQL
- AI
Quick Apply
9d
Systems Development Engineer
Amazon Support Services Pty Ltd —Sydney NSW
- Full-time
- Administrative experience
- AWS
- AI
Senior Engineer, ML Systems (AI Products)
Xero —Sydney NSW
- Full-time
- Hybrid work
- Systems design
- SQL
- AWS
Engineering Lead/Manager, Risk (Relocate to Singapore)
Airwallex —Sydney NSW
- Full-time
- Management
- Computer Science
- Salesforce
Google Data Engineer - GCP
NCS Australia —Sydney NSW
- Full-time
- Hybrid work
- Parental leave
Quick Apply
Senior Manager, Data Analytics Consulting
EPAM Systems, Inc. —Sydney NSW
- Azure
- AWS
- Machine learning
Databricks Resident Solutions Architect
Ultra Tendency —Sydney NSW
- Remote
- Spanish
- Azure
- Master's degree
Quick Apply
Senior AI Engineer
Karbon —Sydney NSW
- Azure
- Doctoral degree
- Computer Science
- Annual leave
- Parental leave
Quick Apply
Staff Designated Support Engineer
Databricks —Sydney NSW
- Azure
- SQL
- AWS
6d
PhD Graduate Machine Learning Engineer Graduate, Trust and Safety Engineering - 2026 Start
TikTok —Sydney NSW
- Doctoral degree
- Computer Science
- Engineering

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machine learning engineer jobs near parramatta, nsw

MLOps / AI Engineer

Tata Consultancy Services -
Sydney NSW

Apply Now

Job Details

Qualifications

CI/CD
Azure
Management
Law
Git
Google Cloud Platform
Master's degree
AWS
Docker
Machine learning
ITIL
Terrafrom
AI
High availability

Full Job Description

Job Description:

Role Overview

The MLOps / AI Engineer is responsible for designing, building, deploying, and operating production-grade machine learning and AI systems at enterprise scale. This role bridges data science, software engineering, and platform engineering to ensure AI models and applications are reliable, secure, observable, and governed throughout their lifecycle.

Key Responsibilities – MLOps & AI Platform Engineering

Design, build, and maintain end-to-end MLOps pipelines covering model development, training, validation, deployment, monitoring, retraining, and retirement.
Develop and operate scalable AI/ML platforms across development, test, and production environments.
Operationalise machine learning and LLM-based solutions with strong reliability, performance, and governance controls.
Support batch and real-time inference workloads.

Software Engineering & Automation

Develop production-quality services and automation using Python and modern software engineering practices.
Build and manage CI/CD pipelines using Git-based workflows.
Implement Infrastructure as Code (IaC) using Terraform, ARM, CloudFormation, or Bicep.

Containerisation & Cloud Deployment

Deploy AI workloads using Docker and Kubernetes.
Design cloud-native architectures on Azure, AWS, or GCP.
Implement blue/green, canary, and progressive deployment strategies.

LLMs & Generative AI

Implement LLM application patterns including prompt orchestration, RAG, embeddings, and vector databases.
Integrate with LLM platforms such as Azure OpenAI, OpenAI, Anthropic, or AWS Bedrock.
Work with agentic AI frameworks and orchestration tools.

Monitoring, Observability & Operations

Implement logging, metrics, tracing, and alerting for AI services.
Monitor model performance, drift, latency, and availability.
Provide on-call production support and incident resolution.

Security, Governance & Compliance

Implement IAM, secrets management, encryption, and network security.
Ensure compliance with enterprise governance and audit requirements.

Qualifications & Experience

5+ years experience in MLOps, AI Engineering, or Platform Engineering.

Strong Python and Linux experience.

Experience deploying AI systems in production environments.

Preferred Skills

Experience with ML platforms such as MLflow, Kubeflow, SageMaker, or Azure ML.(These are MLOps Frameworks)

Experience with high-availability AI platforms.

Familiarity with ITIL or enterprise service management processes.

Location

Sydney

Job Function

TECHNOLOGY

Role

Engineer

Job Id

420572

Desired Skills

Artificial Intelligence | Machine Learning

Apply Now

Refine Your Search

machine learning engineer jobs in parramatta, nsw

MLOps / AI Engineer

Senior Forward Deployed Engineer

Junior Maintenance Technician

FPGA and DSP Team Lead (AU)

Senior Data Engineer

Head of Risk

Senior Account-Based Marketing Manager

Staff Machine Learning Engineer (Platform)

Staff Engineer Chapter Lead – Generative AI

Staff Software Engineer – Create, Grow - Growth

Senior Data Engineer (GCP, Agentic)

Systems Development Engineer

Senior Engineer, ML Systems (AI Products)

Engineering Lead/Manager, Risk (Relocate to Singapore)

Google Data Engineer - GCP

Senior Manager, Data Analytics Consulting

Databricks Resident Solutions Architect

Senior AI Engineer

Staff Designated Support Engineer

PhD Graduate Machine Learning Engineer Graduate, Trust and Safety Engineering - 2026 Start

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