Melbourne AI/ML Engineer — Deploy Production Models

Infosys Singaporeand Australia; City of Melbourne; On-site; AUD 120,000 - 170,000; Full time

Job summary

Infosys Consulting in Melbourne seeks an AI/ML Engineer to design, build, and deploy machine learning models addressing real business needs. You will work with data scientists and engineers to prep data, develop models, and validate performance in production environments.

The role requires strong Python/R programming skills, experience with TensorFlow/PyTorch, and familiarity with cloud platforms and containerization.

Qualifications

• Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, or a related field.
• Proven experience as an AI/ML Engineer or similar role.
• Strong programming skills in Python, R, or similar languages.
• Experience with machine learning frameworks and libraries such as TensorFlow, PyTorch, scikit-learn, etc.
• Proficiency in data manipulation and analysis using tools like Pandas, NumPy, and SQL.
• Familiarity with cloud platforms (AWS, Azure, GCP) and containerization technologies (Docker, Kubernetes).
• Excellent problem-solving skills and the ability to work independently and as part of a team.
• Strong communication skills to effectively convey technical concepts to non-technical stakeholders.

Responsibilities

• Design, develop, and implement machine learning models and algorithms to solve business problems.
• Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions.
• Conduct data preprocessing, feature engineering, and model evaluation to ensure high performance and accuracy.
• Deploy and maintain machine learning models in production environments.
• Continuously monitor and improve model performance through iterative testing and optimization.
• Stay up-to-date with the latest advancements in AI and ML technologies and integrate them into existing projects.
• Document processes, models, and experiments to ensure reproducibility and knowledge sharing within the team.

Skills

Python

R

Problem solving

Communication skills

Education

Bachelor's in CS/DS/ML

Master's in CS/DS/ML

Tools

TensorFlow

PyTorch

scikit-learn

Pandas

NumPy

SQL

Docker

Kubernetes

AWS

Azure

GCP

Job description

Infosys Consulting in Melbourne seeks an AI/ML Engineer to design, build, and deploy machine learning models addressing real business needs. You will work with data scientists and engineers to prep data, develop models, and validate performance in production environments.

The role requires strong Python/R programming skills, experience with TensorFlow/PyTorch, and familiarity with cloud platforms and containerization.