Senior Machine Learning Operations Engineer (MLOps) (iGaming)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Machine Learning Operations Engineer (MLOps) (iGaming): Building and scaling end-to-end ML infrastructure and automation solutions on AWS with an accent on Infrastructure as Code and CI/CD pipelines. Focus on optimizing petabyte-scale data workloads, ensuring model reliability, and mentoring junior engineers.
Location: Melbourne, Australia (Hybrid: up to 2 days work from home per week)
Company
is a prominent service provider for entertainment brands including Stake.com, Kick.com, and Twist Gaming.
What you will do
- Lead the design, implementation, and maintenance of end-to-end ML infrastructure from development to production monitoring.
- Drive cloud architectural decisions for large-scale ML workloads using Terraform (IaC).
- Implement and maintain CI/CD pipelines for efficient model integration and continuous delivery.
- Build and optimize monitoring, alerting, and logging systems to ensure model performance and compliance.
- Collaborate with data scientists and stakeholders to streamline workflows and identify infrastructure needs.
- Provide technical guidance and mentorship to junior MLOps engineers and data scientists.
Requirements
- 5+ years of experience in MLOps, DevOps, Data Engineering, or cloud infrastructure.
- Bachelor’s degree in Computer Science, Engineering, or a related technical field.
- Expert proficiency in cloud infrastructure management using Terraform.
- Deep hands-on experience with major cloud platforms (AWS, Azure, or GCP).
- Strong experience building and maintaining CI/CD pipelines specifically for ML workloads.
- Proficiency with Docker, Kubernetes, and advanced Python for infrastructure automation.
Nice to have
- Experience within the iGaming industry.
- Experience working with petabyte-scale data.
- Knowledge of distributed computing and big data technologies like Spark and Hadoop.
- Familiarity with observability platforms and ML data security/governance practices.
Culture & Benefits
- Hybrid work model with up to 2 days WFH per week.
- Lucrative annual bonuses and a paid volunteer day.
- Access to a Learning and Development Platform with 9,000+ courses.
- On-site perks: full-time baristas, daily breakfast, unlimited snacks, and remedial massage Wednesdays.
- Fun office environment with F1 simulators, table tennis, and gaming consoles.
- Employee Assistance Program (EAP) for employees and their families.
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