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Galent · 8 hours ago

Site Reliability Engineer SRE – ML platform

Austin, TX

Contract

Onsite

Senior Level

6+ years exp

Galent is seeking a Site Reliability Engineer specializing in Machine Learning platforms. The role involves designing and implementing cloud solutions, building MLOps pipelines, and ensuring the reliability of ML systems.

Computer Software

Hiring Manager

Magesh Babu

Responsibilities

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

Qualification

ML OpsKubernetesPythonAWSMongoDBApache SOLRLinux administrationMLOps FrameworksAPIsSoftware developmentTest automationCommunication skillsTeamwork

Required