We are seeking an experienced Python Developer for an prospect working with the AiLECS Lab, a collaboration between Monash University and the Australian Federal Police.
The role will focus on developing and optimising AI/ML models and applications, working with large datasets and collaborating with data scientists, engineers and research fellows to take machine learning projects from development through to production.Key responsibilitiesDevelop and optimise machine learning models and applications using PythonBuild and fine-tune ML models using frameworks such as PyTorch, TensorFlow, Hugging Face and UltralyticsImplement machine learning algorithms from research papers into robust and scalable softwareEvaluate and benchmark model performance using appropriate metricsClean,
prepare and augment large datasets for model developmentDevelop APIs and integrate AI systems with existing applications and platformsApply MLOps practices to support model development, evaluation and deploymentWork within Agile development environments using tools such as GitLab, GitHub or Azure DevOpsAbout youMinimum 2 years' experience in Python software developmentExperience developing and/or fine-tuning machine learning modelsStrong understanding of machine learning algorithms and AI model architecturesExperience with PyTorch and/or TensorFlowExperience with libraries such as NumPy, Hugging Face and/or UltralyticsExperience evaluating and benchmarking ML model performanceExperience developing REST APIs and integrating applicationsFamiliarity with CI/CD, version control and software testingExperience working with Agile methodologiesAustralian Citizens with an ability to obtain NV1
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