Site Reliability Engineer SRE â ML platform

Austin - USA

Monthly Salary: Not Disclosed

Posted on: 30+ days ago

Vacancies: 1 Vacancy

Job Summary

Title: Site Reliability Engineer SRE ML platform

Location: Austin TX OR Sunnyvale CA

Type: FTE/ FTC

Responsibilities:

Continuous Deployment using GitHub Actions Flux Kustomize
Design and implement cloud solutions build MLOps on cloud AWS
Data science model containerization deployment using docker VLLM Kubernetes
Communicate with a team of data scientists data engineers and architects document the processes
Develop and deploy scalable tools and services for our clients to handle machine learning training and inference.
Knowledge of ML models and LLM

Qualifications:

6 years of experience in ML Ops with strong knowledge in Kubernetes Python MongoDB and AWS.
Good understanding of Apache SOLR.
Proficient with Linux administration.
Knowledge of ML models and LLM.
Ability to understand tools used by data scientists and experience with software development and test automation
Ability to design and implement cloud solutions and ability to build MLOps pipelines on cloud solutions (AWS)
Experience working with cloud computing and database systems
Experience building custom integrations between cloud-based systems using APIs
Experience developing and maintaining ML systems built with open-source tools
Experience with MLOps Frameworks like Kubeflow MLFlow DataRobot Airflow etc. experience with Docker and Kubernetes
Experience developing containers and Kubernetes in cloud computing environments
Familiarity with one or more data-oriented workflow orchestration frameworks (Kubeflow Airflow Argo etc.)
Ability to translate business needs to technical requirements
Strong understanding of software testing benchmarking and continuous integration
Exposure to machine learning methodology and best practices
Good communication skills and ability to work in a team

Note: Focus is to have 60% SRE and 40% ML Ops

Title: Site Reliability Engineer SRE ML platform Location: Austin TX OR Sunnyvale CA Type: FTE/ FTC Responsibilities: Continuous Deployment using GitHub Actions Flux Kustomize Design and implement cloud solutions build MLOps on cloud AWS Data science model containerization deployment using d...