Senior Machine Learning Engineer
Melbourne, VIC, AU
Have meaningful impact as a Senior Machine Learning Engineer.
Join the largest insurance group in Australia and New Zealand, we’re here for you. Are you ready?
YOUR ROLE
We're looking for a Senior Machine Learning Engineer to join the Technology and Operations Ambiata team. This role primarily involves designing, implementing, and managing software architecture for deploying and monitoring ML models in production, including data pipelines, CI/CD/MLOps pipelines, and API endpoints.
You'll be responsible for building highly scalable ML pipelines using various tools such as Docker, Kubernetes, and major public cloud platforms, while also automating ML deployment and establishing a robust MLOps environment. Furthermore, you'll define validation strategies and efficient pipelines for data preprocessing, augmentation, and feature engineering, implementing best practices to enhance the existing ML infrastructure.
This full-time, permanent role is open for a Sydney or Melbourne location and involves a hybrid work model.
ABOUT YOU
We're seeking a Senior Machine Learning Engineer who is a high performer and consistently drives innovation, along with the following experience:
- At least 2-3 years of experience in ML engineering and operations
- Experience and a solid understanding of ML in production.
- Strong software engineering skills in Python
- Solid understanding of building data pipelines, ML pipelines, and Model Deployment frameworks, including Docker, Kubernetes, REST APIs, real-time processing and cloud infrastructure
- Hands-on experience in infrastructure automation and building CI/CD pipelines.
- Experience in working with and building ML models and ML pipelines in the public cloud; GCP and/or AWS experience are highly regarded.
- Experience in commercial deployment of emerging ML technologies and data analytics.
- Experience with ML toolkits such as Keras, Tensorflow, ScikitLearn, PyTorch or equivalent.
- Ability to interact with engineering and data science teams on technical topics.
- Experience with advanced AI/ML methodologies especially large language models such as Open AI GPTs, Azure OpenAI, Claude and Gemini (Highly Desired)
- Experience with the design and implementation of experimentation to evaluate the performance of AI/ML models in a production setting (Desired)
Start your career journey with us and click ‘Apply’! Applications close Sunday, 31st March 2024.
ABOUT US
At IAG you’re not just part of one brand, you’re part of a large purpose-led trans-Tasman group called IAG, dedicated to making your world a safer place.
IAG is the largest general insurance group in Australia and New Zealand. We’re also a tech and research facility, a hub for climate change experts and a centre of resilience design. We chat over coffee with customers, advocate for them in the corridors of Parliament and back them up in the community when life’s moments hit hardest.
You’ll know our brands – NRMA Insurance, CGU, WFI, ROLLiN’, AMI, NZI, and State Insurance to name a few. Together they turn our IAG purpose of making your world safer into action by helping, supporting ambitions and making insurance accessible.
We’re guided by the knowledge and voice of Aboriginal and Torres Strait Islander peoples, businesses and communities. Collaborating on Indigenous-led solutions that enable growth, develop resilience and create meaningful change.
We celebrate unique viewpoints shaped by life experiences, cultures and passions. We expand careers, genuinely connect with community, lead with a powerful purpose and celebrate what makes you individual.
We're passionate about social issues, walk the talk on sustainability and strive to do more than standard on things that matter, including women in senior leadership, Indigenous empowerment and creating inclusive environments. We're committed to being a safe and supportive workplace for all our employees. We do this because we’re ready for you.
All this shows up in what we offer:
- Grow your financial future with 13% superannuation as standard.
- Access up to 50% off personal insurance, including home and motor insurance.
- Flexibility through a program called MyFlex - supporting you to live life to the full.
- Welcome Back cash bonus when returning from parental leave.
- Partner discounts on every day and special occasion items.
We’re ready for you. Apply today.
Learn more about who IAG is here.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: APIs Architecture AWS Azure CI/CD Claude Data Analytics Data pipelines Docker Engineering Feature engineering GCP Gemini Keras Kubernetes LLMs Machine Learning ML infrastructure ML models MLOps Model deployment OpenAI Pipelines Python PyTorch Research TensorFlow
Perks/benefits: Career development Parental leave Startup environment
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Data Science Manager jobs
- Open MLOps Engineer jobs
- Open Lead Data Analyst jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Manager jobs
- Open Data Engineer II jobs
- Open Principal Data Engineer jobs
- Open Power BI Developer jobs
- Open Sr Data Engineer jobs
- Open Business Intelligence Developer jobs
- Open Junior Data Scientist jobs
- Open Data Analytics Engineer jobs
- Open Product Data Analyst jobs
- Open Data Scientist II jobs
- Open Business Data Analyst jobs
- Open Senior Data Architect jobs
- Open Sr. Data Scientist jobs
- Open Data Analyst Intern jobs
- Open Big Data Engineer jobs
- Open Manager, Data Engineering jobs
- Open Data Quality Analyst jobs
- Open Data Product Manager jobs
- Open Junior Data Engineer jobs
- Open Principal Data Scientist jobs
- Open Azure Data Engineer jobs
- Open GCP-related jobs
- Open Data quality-related jobs
- Open Business Intelligence-related jobs
- Open Java-related jobs
- Open ML models-related jobs
- Open Data management-related jobs
- Open Privacy-related jobs
- Open Data visualization-related jobs
- Open Finance-related jobs
- Open Deep Learning-related jobs
- Open PhD-related jobs
- Open APIs-related jobs
- Open TensorFlow-related jobs
- Open PyTorch-related jobs
- Open NLP-related jobs
- Open Consulting-related jobs
- Open Snowflake-related jobs
- Open CI/CD-related jobs
- Open LLMs-related jobs
- Open Kubernetes-related jobs
- Open Generative AI-related jobs
- Open Data governance-related jobs
- Open Hadoop-related jobs
- Open Airflow-related jobs
- Open Docker-related jobs