Senior Data Engineer - Part-Time AWS & ML Ops Advisor

AgileEngine, LLC.; Santiago de Querétaro; Hybride; MXN 1 526 000 - 3 052 000; Temps partiel

Avantages offerts par ce poste

Professional growth

Competitive compensation

Exciting projects

Flextime

Résumé du poste

AgileEngine is seeking a Senior Data Engineer to review the AWS architecture, CI/CD, and data pipelines of a media analytics platform, and mentor the engineering team in a part-time advisory role.

The role emphasizes hands-on AWS expertise (ECS/Fargate, ECR, RDS Postgres, S3, SageMaker), IaC with Terraform, SDLC governance, and evaluating AI-assisted development workflows. You will mentor engineers, set technical direction, and report findings to leadership.

Qualifications

• 4+ years of deep, current hands-on experience with AWS: ECS/Fargate, ECR, RDS (Postgres), S3, SageMaker, EventBridge, VPC/ALB/CloudFront, IAM.
• Fluency in Infrastructure-as-code, specifically Terraform.
• Proven track record designing or auditing CI/CD pipelines and SDLC governance (e.g., Alembic for schema/version control, environment separation, release gating).
• Strong data engineering depth to provide defensible opinions on ETL / ingestion architecture (managed tools vs. custom builds).
• Experience evaluating AI-assisted / LLM-assisted development workflows (e.g., Claude Code) from an engineering-quality and cost-governance standpoint.
• Comfortable operating in a part-time advisory capacity (50% stepping down to 25%) as a strong communicator who can mentor less experienced engineers.

Responsabilités

• Audit the current AWS architecture across live applications, including ECS/ECR, RDS (Postgres), S3, VPC, CloudFront/SSO, and SageMaker-based MLOps pipeline design.
• Review the CI/CD process and end-to-end app development lifecycle, recommending SDLC governance layers (schema versioning, environment separation, release gating).
• Evaluate how the team uses Claude Code (PR generation, automated reviews, token/cost management) to confirm output meets professional engineering standards.
• Provide an early technical opinion on ETL / data-ingestion pipeline architecture (managed ELT tooling vs. custom build).
• Mentor and accelerate the day-to-day infrastructure build team, focusing on AWS, DevOps, CI/CD, and data engineering practices.
• Set out recommendations and technical direction where the audit surfaces necessary changes to the current build.
• Report findings and recommendations directly to leadership, framing high-level risk and readiness.

Connaissances

AWS expertise

Terraform

CI/CD pipelines

Data engineering

MLOps

Claude Code

Mentoring

Communication

Outils

ECS/Fargate

ECR

RDS Postgres

S3

SageMaker

EventBridge

VPC/ALB/CloudFront

IAM

Alembic

Description du poste

AgileEngine is seeking a Senior Data Engineer to review the AWS architecture, CI/CD, and data pipelines of a media analytics platform, and mentor the engineering team in a part-time advisory role.

The role emphasizes hands-on AWS expertise (ECS/Fargate, ECR, RDS Postgres, S3, SageMaker), IaC with Terraform, SDLC governance, and evaluating AI-assisted development workflows. You will mentor engineers, set technical direction, and report findings to leadership.