Cloud Platform Engineer

G2W Consulting
Brooklyn, NY

The Cloud Platform Engineer will support a high-impact initiative to reduce SNAP payment errors by building and optimizing secure, scalable AWS-based AI and data platforms. This role requires a senior-level engineer (7+ years AWS) with deep expertise in cloud infrastructure, AI/ML (SageMaker, Bedrock, LLM agents), data pipelines, and MLOps, who can design fault-tolerant architectures, automate infrastructure with IaC, deploy intelligent agent-based workflows, and ensure performance, compliance, and operational excellence across production environments.

This is an ongoing contract, hybrid role (three days onsite/ two days remote). 

Tasks & Duties:

  • Monitor database and system performance using CloudWatch metrics, alarms, and logs; troubleshoot proactively.
  • Develop, deploy, and optimize AI/ML solutions using AWS AI services including SageMaker and Bedrock, supporting model training, inference, and integration into production systems.
  • Automate operational tasks using AWS Lambda, Systems Manager (SSM), and Infrastructure-as-Code tools such as CloudFormation or Terraform.
  • Design, build, and maintain scalable, fault-tolerant data processing and analytics workflows on AWS using services such as API Gateway, S3, EC2, RDS, Lambda, Glue, Athena, DynamoDB, EMR, Kinesis, DataSync.
  • Design and integrate agentic AI systems, including LLM-based agents, multi-agent workflows, and autonomous orchestration pipelines using frameworks such as LangChain and LangGraph.
  • Implement ETL/ELT pipelines and data architectures that support machine learning, analytics, and intelligent agent-based applications.
  • Support CI/CD pipelines for AI models and data workflows using Jenkins and container-based platforms such as ECS, EKS, or Kubernetes.
  • Apply security best practices across AI and data platforms, including IAM least-privilege access, encryption, audit logging, and compliance controls.
  • Maintain technical documentation for AI architectures, data pipelines, infrastructure configurations, and operational runbooks.

Required Skills

  • Minimum 7 years of hands-on AWS experience: EC2, RDS, S3, CloudWatch, CloudTrail, IAM, KMS, AWS Backup, and Lambda.
  • Minimum 7 years of experience in Linux/Unix administration and automation scripting (Bash, Shell, Python).
  • Minimum 7 years of experience with Infrastructure as Code (IaC) and automation tools, including CloudFormation, Terraform, and Ansible, for provisioning and maintaining.
  • Minimum 7 years of knowledge in AWS networking: VPC, subnets, NACLs, security groups, Route 53, and multi-AZ architectures.
  • Minimum 5 years of experience CI/CD pipelines, Jenkins, and IaC for deploying AI agents and ML models into production, monitoring autonomous workflows, and supporting MLOps using Kubernetes, ECS, or EKS.
  • Minimum 4 years of experience architecting, building, and maintaining scalable data processing workflows using AWS managed services and Python (including PySpark); strong understanding of data architecture and ETL/ELT patterns.
  • Minimum 4 years of experience working with AWS AI/ML services such as SageMaker, Bedrock, and vector databases (OpenSearch).
  • Strong understanding of machine learning algorithms, NLP concepts, and deep learning frameworks such as TensorFlow, PyTorch, or Hugging Face.

Posted 2026-02-15

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