Senior/Lead Data and Machine Learning Infrastructure Engineer

TalentHero Vietnam
Visa Sponsorship Relocation
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AI Summary

Design, implement, and operate core data and machine learning infrastructure. Lead DevSecOps and DataOps practices. Mentor engineering teams and define best practices.

Key Highlights
Architect and implement end-to-end data and machine learning platforms
Lead DevSecOps and DataOps practices
Mentor engineering teams and define best practices
Key Responsibilities
Architect and implement end-to-end data and machine learning platforms
Lead DevSecOps and DataOps practices
Build and operate machine learning infrastructure
Establish data governance, lineage, quality, and observability standards
Mentor engineering teams and define best practices
Optimize performance, cost, and scalability; resolve large-scale production issues
Technical Skills Required
Databricks AWS Apache Spark Delta Lake Python SQL Terraform/CloudFormation CI/CD DevSecOps
Benefits & Perks
Relocation assistance
Visa sponsorship
Nice to Have
Background in fintech or regulated industries
Vietnamese language skills

Job Description


Senior / Lead Platform Engineer – Data & ML Infrastructure


We’re looking for a seasoned engineer to take ownership of the design, implementation, and operation of core data, analytics, and ML infrastructure. This is a hands‑on leadership role spanning platform architecture, DevSecOps, DataOps, and MLOps—perfect for someone who thrives at the intersection of strategy and execution.


What you’ll do


  • Architect and implement end‑to‑end data & ML platforms: lakes, warehouses, streaming/batch pipelines, training & deployment infrastructure.
  • Lead DevSecOps & DataOps practices: infrastructure as code, CI/CD pipelines, secure multi‑region cloud operations.
  • Integrate AWS services (S3, Redshift, Kinesis, Lambda, EKS/ECS) with Databricks, Delta Lake, Unity Catalog.
  • Build and operate ML infrastructure: clusters, model versioning, MLflow toolchain, monitoring, retraining workflows.
  • Establish data governance, lineage, quality, and observability standards.
  • Mentor engineering teams, define best practices, and guide high‑scale implementations.
  • Optimize performance, cost, and scalability; resolve large‑scale production issues.


What we’re looking for


  • 5+ years in data platform architecture, cloud/ML infrastructure engineering.
  • Deep expertise in Databricks + AWS, with proven ability to design and operate production‑grade ML/AI platforms.
  • Strong hands‑on skills in Apache Spark, Delta Lake, Python, SQL (Scala a plus).
  • Experience with Terraform/CloudFormation, CI/CD for ML, and DevSecOps.
  • Familiarity with Airflow, dbt, MLflow and data governance frameworks.
  • Bonus: background in fintech or regulated industries.
  • Vietnamese language skills is highly desirable


Relocation and Visa is supported for the right candidate


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