Sairam Technologies, an IT consulting and services company based in Victoria, is seeking a Data and Machine Learning Engineer to join their team. The successful candidate will play a key role in developing and implementing cutting-edge machine learning software solutions.
In this role you can expect to have the responsibilities:
Write high-quality, production-level Python code.
Utilize Python ML packages, develop and implement best practice ML model management and governance frameworks.
Develop and maintain code adhering to best practices and software engineering standards.
Experience with automated machine learning (AutoML) tools and libraries.
Use version control systems and engage in paired programming with team members.
Work within an Azure cloud environment, with experience in other cloud frameworks considered.
Gain an understanding of data pipelines, Docker, and containers.
Collaborate with the team using PyTorch and ONNX.
Leverage SQL databases and explore opportunities for database automation or Vector database implementation.
Proficiency in selecting appropriate evaluation metrics, cross-validation strategies, and statistical techniques to assess model performance accurately.
This role comes with the following benefits:
Flexible hybrid work arrangements
Exposure to cutting-edge ML and AR projects
Opportunity to collaborate with a talented and innovative team
This role requires you to have:
Python
Machine Learning
Python ML packages
Version Control Systems
Azure Cloud Environment
Data Pipelines
Docker
Containers
SQL Databases
You would benefit from having:
Automated Machine Learning (AutoML)
PyTorch
ONNX
DevOps Practices
Agile Methodology
Apache Airflow
Composer
ML Algorithms
Test-Driven Development (TDD)
Behaviour Driven Development (BDD)
Google Cloud
ML Ops/DevOps
This is a full-time, permanent position based in Alfredton, VIC 3350. The preferred work authorization is Australia.
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