AI ML Engineer

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 is the worldwide management and IT consultancy unit of the Infosys Group (NYSE: INFY), a global advisor to leading companies for strategy, process engineering and technology-enabled transformation programs.

We partner with clients to design and implement customized solutions to address their complex business challenges, and to help them in a post-modern ERP world. By combining innovative and human-centric approaches with the latest technological advances, we enable organizations to reimagine their future and create sustainable and lasting business value.

A pioneer in breaking down the barriers between strategy and execution, Infosys Consulting delivers superior business value to its clients by advising them on strategy, process optimization, and IT-enabled transformation. To find out how we go beyond the expected to deliver the exceptional, visit us at www.infosysconsultinginsights.com Infosys Consulting – is a real consultancy for real consultants.

Requirements

Role: AI and ML Engineer

Location: Melbourne

Open for Fixed term contract (12 Months) or Permanent

Job Description:

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.

Requirements:

• 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.

Preferred Qualifications:

• Experience with natural language processing (NLP) and computer vision.
• Knowledge of big data technologies such as Hadoop, Spark, and Kafka.
• Understanding of software development best practices, including version control (Git) and CI/CD pipelines.
• Experience with A/B testing and experimental design.

Benefits

We welcome applications from all members of society irrespective of age, sex, disability, sexual orientation, race, religion, or belief. We make recruiting decisions based on your experience, skills, and personality. We believe that employing a diverse workforce is the right thing to do and is central to our success. We offer you great opportunities within a dynamically growing consultancy.

You will elaborate and deliver best practice solutions and will be able to further develop your solution design, implementation, and project 2 management skills.