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Pursue Your Passion with Purpose

Job in Brooklyn, Kings County, New York, 11201, USA
Listing for: MDA Edge
Full Time position
Listed on 2026-08-05
Job specializations:
  • IT/Tech
    AWS, Cloud Computing: Infrastructure & Operations
Job Description & How to Apply Below

Job Title

Key Responsibilities:

  • Monitor database and system performance using Cloud Watch metrics, alarms, and logs; troubleshoot proactively.
  • Develop, deploy, and optimize AI/ML solutions using AWS services like Sage Maker and Bedrock for model training, inference, and production integration.
  • Automate tasks using AWS Lambda, Systems Manager (SSM), and IaC tools such as Cloud Formation or Terraform.
  • Design scalable data processing workflows with AWS services including API Gateway, S3, EC2, RDS, Glue, Athena, DynamoDB, EMR, Kinesis, Data Sync.
  • Integrate agentic AI systems, LLM-based agents, multi-agent workflows using Lang Chain and Lang Graph.
  • Implement ETL/ELT pipelines supporting ML, analytics, and agent-based applications.
  • Support CI/CD for AI models and data workflows using Jenkins, ECS, EKS, or Kubernetes.
  • Apply security best practices: IAM least-privilege, encryption, audit logging, compliance controls.
  • Maintain documentation for AI architectures, data pipelines, infrastructure, and runbooks.

Required

Skills and Experience:

Technical

Skills:

  • 7+ years hands-on AWS: EC2, RDS, S3, Cloud Watch, Cloud Trail, IAM, KMS, AWS Backup, Lambda.
  • 7+ years Linux/Unix administration and scripting (Bash, Shell, Python).
  • 7+ years IaC/automation:
    Cloud Formation, Terraform, Ansible.
  • 7+ years AWS networking: VPC, subnets, NACLs, security groups, Route 53, multi-AZ.
  • 5+ years CI/CD, Jenkins, IaC for AI/ML deployment, MLOps with Kubernetes/ECS/EKS.
  • 4+ years scalable data workflows: AWS services, Python (incl. PySpark), ETL/ELT patterns.
  • 4+ years AWS AI/ML:
    Sage Maker, Bedrock, Open Search (vector DBs).
  • Strong ML knowledge: algorithms, NLP, Tensor Flow, PyTorch, Hugging Face.

Functional

Skills:

  • Architecting data platforms and AI integrations.
  • Performance monitoring and proactive troubleshooting.

Behavioral

Skills:

  • Strong problem-solving for scalable, secure cloud environments.

Requirements:

  • 7+ years total relevant experience.
  • Bachelor's degree in Computer Science, Information Technology, or related field.
  • NY local resident preferred.
  • English native or bilingual proficiency.
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