AI Engineer - AWS ML, MLOps & Data Pipelines

BridgeFlair LLC; Malvern (Chester County); On-site; USD 120,000 - 180,000; Full time

Job summary

BridgeFlair LLC is hiring an AI Engineer to design and deploy AI/ML solutions in AWS, develop scalable data pipelines with PySpark, and build robust production APIs for model inference. The role emphasizes collaboration with data teams and business stakeholders to deliver reliable, governed AI services.

You will work with structured and unstructured data, implement ML lifecycle practices, and leverage tools like Claude Code to accelerate delivery while ensuring security and governance in

Qualifications

• Experience designing and deploying AI/ML solutions on AWS architectures.
• Strong Python and PySpark proficiency for data pipelines and model development.
• Hands-on experience with ML lifecycle, MLOps, and model deployment best practices.
• Experience building scalable data pipelines and inference APIs for production
• Familiarity with NoSQL databases and data governance is a plus.

Responsibilities

• Design, develop, and deploy AI/ML solutions on AWS.
• Build scalable ML data pipelines using AWS Glue, Lambda, S3, Redshift, and Spark.
• Develop data preprocessing and feature engineering pipelines with Python and PySpark.
• Train, evaluate, and deploy ML models using standard frameworks.
• Integrate AI/ML models into enterprise apps and data platforms.
• Design scalable orchestration workflows with AWS Step Functions and Terraform.
• Develop APIs and services for model inference and deployment.
• Work with structured and unstructured datasets including NoSQL databases.
• Optimize model performance and inference latency.
• Build CI/CD pipelines for ML workflows and automate deployments.
• Collaborate with Data Engineers, Data Scientists, PMs, and stakeholders.
• Monitor model performance, retrain models, and ensure reliability.
• Implement security, governance, and compliance for AI solutions.
• Utilize Claude Code or equivalent to accelerate development and improve code quality.
• Create technical docs and mentor junior engineers on AI best practices.

Skills

AWS S3

AWS Glue

AWS Lambda

AWS SQS

AWS SNS

AWS EventBridge

AWS IAM

AWS Redshift

Python

PySpark

Apache Spark

ML libraries (TensorFlow, PyTorch, Sca

AWS Step Functions

Terraform

NoSQL Databases

Cloud Architecture on AWS

CI/CD

GitHub Actions

Claude Code

Tools

Claude Code

Terraform

Job description

BridgeFlair LLC is hiring an AI Engineer to design and deploy AI/ML solutions in AWS, develop scalable data pipelines with PySpark, and build robust production APIs for model inference. The role emphasizes collaboration with data teams and business stakeholders to deliver reliable, governed AI services.

You will work with structured and unstructured data, implement ML lifecycle practices, and leverage tools like Claude Code to accelerate delivery while ensuring security and governance in