Ascentt · 3 months ago
MLOps Engineer
Plano, TX
Full-time
Onsite
Senior Level
7+ years expAscentt is building cutting-edge data analytics & AI/ML solutions for global automotive and manufacturing leaders. They are seeking an MLOps Engineer to design and manage cloud infrastructure, develop CI/CD pipelines, and provide operational support for large language models. The role requires collaboration with AI teams and a focus on system monitoring and security compliance.
AnalyticsArtificial Intelligence (AI)AutomotiveBig DataBusiness IntelligenceInformation TechnologyMachine LearningManufacturingMedia and Entertainment
Responsibilities
Cloud Infrastructure Management: Design, implement, and manage cloud-based infrastructure on AWS and Azure, ensuring optimal scalability, performance, and security
CI/CD Pipeline Development: Develop and maintain CI/CD pipelines using GitHub Actions for automated code deployments and testing
System Monitoring and Incident Management: Implement and configure Datadog for comprehensive system monitoring
Develop and maintain Datadog dashboards to visualize system performance and metrics
Set up proactive alerts in Datadog to detect and respond to incidents swiftly, ensuring high system reliability and uptime
Conduct root cause analysis of incidents and implement corrective actions using Datadog insights
Collaboration with AI Teams: Work closely with AI teams to support the operational aspects of LLMs, including deployment strategies and performance tuning
Infrastructure as Code (IaC): Implement IaC using tools like Terraform or AWS CloudFormation to automate infrastructure provisioning and management
Container Orchestration: Manage container orchestration systems such as Kubernetes or AWS ECS
Operational Support for LLMs: Provide operational support for LLMs, focusing on performance optimization and reliability
Scripting and Automation: Utilize scripting languages such as Python and Bash for automation and task management
Security and Compliance: Ensure compliance with security standards and best practices, implementing robust security measures
Documentation: Document system configurations, procedures, and best practices for internal and external stakeholders
DevOps Collaboration: Work with development teams to optimize deployment workflows, introduce best practices for DevOps, and improve overall efficiency
Technology and Industry Awareness: Stay up-to-date with emerging technologies and industry trends to suggest improvements and upgrades
Qualification
Required
7 years plus of experience in DevOps/MLOps
Design, implement, and manage cloud-based infrastructure on AWS and Azure
Develop and maintain CI/CD pipelines using GitHub Actions
Implement and configure Datadog for comprehensive system monitoring
Develop and maintain Datadog dashboards to visualize system performance and metrics
Set up proactive alerts in Datadog to detect and respond to incidents swiftly
Conduct root cause analysis of incidents and implement corrective actions using Datadog insights
Work closely with AI teams to support the operational aspects of LLMs
Implement IaC using tools like Terraform or AWS CloudFormation
Manage container orchestration systems such as Kubernetes or AWS ECS
Provide operational support for LLMs, focusing on performance optimization and reliability
Utilize scripting languages such as Python and Bash for automation and task management
Ensure compliance with security standards and best practices
Document system configurations, procedures, and best practices for internal and external stakeholders
Work with development teams to optimize deployment workflows and improve overall efficiency
Stay up-to-date with emerging technologies and industry trends
Preferred
Familiarity with operational aspects of Large Language Models (LLMs)
AWS Certification
Company
Ascentt
Ascentt is an AI, ML and Data Science solutions provider serving enterprise customers.
201-500 employees
H1B Sponsorship
Ascentt has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (24)
2024 (26)
Funding
Current Stage
Growth StageRecent News
Business News Americas
2025-07-04
2022-03-25
Company data provided by crunchbase