AI/ML Computational Science Manager/Associate Manager/Specialist
This role is being recruited as part of the proposed Data & AI Joint Venture between Telstra and Accenture, TLSA Data & AI Function Pty Ltd
Role: AI/ML Computational Science Manager / Associate Manager / Specialist
Role Purpose: Develop and Deploy machine learning (ML) and artificial intelligence (AI) solutions, ensuring alignment with strategic business objectives. Build scalable pipelines, optimise model performance, and manage end-to-end AI/ML workflows, including data preprocessing, model development, testing, deployment, and monitoring.
Role Responsibilities:
* Design, train, and deploy ML/AI models using robust pipelines for data processing, feature engineering, training, evaluation, and deployment
* Leverage cloud platforms (AWS, Azure, GCP) to build and manage scalable infrastructure, ensuring automation through DevOps (CI/CD) principles
* Monitor and retrain models to maintain performance and resilience within the ML-Ops lifecycle
* Develop advanced AI/ML systems, including Deep Learning and Generative AI, for diverse applications like edge devices and HPCs
* Collaborate with cross-functional teams to accelerate the delivery of efficient, scalable AI solutions while integrating cutting-edge research and innovation
High level Capabilities:
* Artificial Intelligence & Machine Learning (Machine Learning Architecture Design, Deep Learning)
* AI/ML Platform & Tools (TensorFlow Serving, TorchServe, MLflow)
* Data Analytics (Predictive Modeling and Analytics)
* Programming languages (Python)
* CI/CD pipelines (Jenkins, GitLab CI/CD)
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