Machine Learning Engineer - Energy Business
Alloc8
location_pin
Sydney, NSW
paymentsA$90-$100 p/h
domainInformation & Communication Technology → Engineering - Software
scheduleContract
home_workHybridemergency_home
Posted 23 days ago
Join a leading organisation on a transformational data journey.
2 X Machine Learning engineers required for long term contract role. C$9,000 per day.
Responsibilities
- Design, develop, and maintain web applications with a focus on user experience and backend efficiency, transitioning from Dash and Flask to FastAPI and React.
- Work within a Docker swarm environment across development, UAT, and production stages, ensuring seamless application deployment via CI/CD pipelines managed through a self-hosted GitLab instance.
- Manage and optimize containerized applications using Docker, Docker Compose, and Docker Swarm, maintaining consistent deployment practices across varying technical setups.
- Implement and maintain databases (MSSQL, MySQL, PostgreSQL) within Docker environments, ensuring data persistence and reliability.
- Collaborate with the team to integrate service discovery and load balancing using Traefik to enhance application scalability and manageability.
- Contribute to the migration of our data science and application deployment to cloud-native solutions like Databricks and Azure Kubernetes Service (AKS).
Key Skills
- Proficient in Python, with experience in FastAPI, Dash, Flask, and React.
- Strong background in Docker technologies including Docker Swarm, Docker Compose.
- Experience with CI/CD pipelines, preferably with GitLab.
- Familiarity with both relational and non-relational databases, and the challenges of operating these in containerized environments.
- Knowledge of Traefik for load balancing and service discovery.
- Practical experience in developing and deploying applications in a corporate environment with stringent networking and security protocols.
- Comfortable working on standard-issue corporate hardware with setups including WSL2 and Docker.
- An understanding of open-source software and its integration into business environments.
Desirable Experience
- Experience with data science platforms like Databricks.
- Familiarity with Microsoft Azure services, including AKS and Azure DevOps.
- Prior experience in the insurance sector or other data-intensive industries
Immediate start required and 2 days a week in the office - Sydney
About Alloc8
home_pinSydney, NSW, Australia
This company does not have any further information provided at this time. We encourage you to research the company by searching for them to learn more about the company or role in question before applying.
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