ML Ops Engineer: Cloud AI Pipelines & Infra

Themesoft Inc; Irving (TX); On-site; USD 120,000 - 170,000; Full time

Job summary

Themesoft Inc is seeking an experienced architect to lead the design, development and deployment of multi-tier web/mobile apps and APIs. You will drive ML infrastructure in the Cloud (AWS preferred) with automated CI/CD pipelines and data pipelines for training and evaluation of ML models.

You will mentor juniors and work within Agile teams to deliver scalable cloud solutions. Applicants should have 6+ years in architecture and cloud deployment, strong knowledge of Spark/Snowflake data

Qualifications

• 5+ years of experience in developing ML infrastructure in the Cloud (AWS preferred) for DataOps, MLOps and DevOps including creation of automated CI/CD pipelines for ML models and deploying ML solutions to production.
• 3+ years of experience with building data pipelines using distributed data processing frameworks (e.g., Spark) and CI/CD tools, version control (Git), and Artifactory.
• Strong knowledge of Cloud computing and IaC, with hands-on experience deploying apps in the Cloud.
• Experience with Docker, Kubernetes, AWS CLI, CloudFormation, and AWS services (EC2, EMR, EKS, S3).
• Familiarity with UV, Pip, Flask, Anaconda, and mentoring junior developers; Agile (Kanban/SCRUM).
• Knowledge of LLMs (OpenAI, Anthropic, GPT, Llama, Qwen, BERT) and LangChain/LangGraph tooling.

Responsibilities

• Architect, design and deploy multi-tier web and mobile apps, APIs in the cloud.
• Develop ML infrastructure in Cloud for DataOps, MLOps and DevOps with CI/CD.
• Build data pipelines to source data for ML models and evaluation.
• Leverage IaC and cloud services for scalable deployments and operations.
• Mentor junior developers on tool stacks and best practices.

Skills

AWS

distributed apps

systems thinking

ML infrastructure

pipelines

platforms & tools

Python

Typescript

Transformers

Pytorch

Jenkins

Git

Docker

vLLM

Lang Graph

Tools

Jenkins

Git

Docker

Kubernetes

Job description

Themesoft Inc is seeking an experienced architect to lead the design, development and deployment of multi-tier web/mobile apps and APIs. You will drive ML infrastructure in the Cloud (AWS preferred) with automated CI/CD pipelines and data pipelines for training and evaluation of ML models.

You will mentor juniors and work within Agile teams to deliver scalable cloud solutions. Applicants should have 6+ years in architecture and cloud deployment, strong knowledge of Spark/Snowflake data