SRE Site Reliability Engineering

VMC Soft Technologies, Inc; Hyderabad; On-site; INR 3,000,000 - 4,200,000; Full time

Job summary

VMC Soft Technologies, Inc in India seeks an experienced AI Site Reliability Engineer (8+ years) to lead the reliability, scalability, and operational excellence of our AI/ML platforms and production systems. The role bridges SRE, MLOps, and AI platform engineering to ensure highly available, observable, and resilient services at enterprise scale, including model versioning, governance, and auditability.

You will partner with data science teams to productionize models with reliability,

Qualifications

• 8+ years of experience in SRE/production engineering in AI/ML platforms.
• Hands-on experience with Java applications and SQL-based production support.
• Strong scripting and automation skills.

Responsibilities

• Lead reliability, scalability, and operational excellence of AI/ML platforms and production systems.
• Bridge SRE, MLOps, and AI platform engineering for availability and resilience.
• Lead enterprise MLOps frameworks: experimentation, training, validation, deployment, monitoring, retirement.
• Ensure robust model versioning, reproducibility, governance, and auditability.
• Partner with data science teams to productionize models with reliability and performance.
• Oversee model monitoring for drift, bias, accuracy decay, and data integrity.

Skills

SRE

Java

SQL

Linux/Windows

Automation scripting

Troubleshooting

Investment Banking domain experience

Tools

PostgreSQL

PL/SQL

GCP

Python

Autosys

Cloud Observability

Job description

Job Description

Role Description

We are seeking an experienced (8 to 10 years) AI Site Reliability Engineering to lead the reliability| scalability| and operational excellence of our AI/ML platforms and production systems.

This role bridges SRE| MLOps| and AI platform engineering| ensuring highly available| observable| and resilient AI-driven services at enterprise scale.

Lead enterprise MLOps frameworks covering experimentation| training| validation| deployment| monitoring| and retirement.

Ensure robust model versioning| reproducibility| governance| and auditability.

Partner with data science teams to productionize models with reliability| performance| and compliance in mind.

(Do share only relevant profiles that closely match the requirements. Kindly avoid submitting unsuitable or unrelated profiles.)

Technical Skills-

• Experience in SRE
• Production Support of Application based on Java and SQL

• Hands on experience of Linux/Windows operating system

• Able to debug| troubleshoot| fix Java application and support during application failure

• Defect analysis and Resolution

• Developing scripts and automation must be able to do.

• Prior experience on Investment Banking Domain

• Oversee strategies for model monitoring| including drift| bias| accuracy decay| and data integrity.

Key Technologies

• PostGres
• PL SQL
• GCP
• Python

(Good to have) Tools: Autosys| Cloud Observability

• Autosys
• Cloud Observability

Location - Pune/Chennai/Hyderabad/Bangalore

• Pune
• Chennai
• Hyderabad
• Bangalore

Experience Required: 8+ years