# ML Ops Lead

Job Description: Mandatory Skills: Machine Learning (ML) CI/CD (for ML pipelines) Model Deployment & Serving Model Lifecycle Management Model Registry & Experiment Tracking Python Additional Skills: Advanced GenAI & Agentic Framework Concepts NLP (Natural Language Processing) PyTorch Databricks Key Responsibilities: Define and drive enterprise MLOps strategy aligned with organizational AI, machine learning, and operational objectives. Establish MLOps governance frameworks, engineering standards, and deployment best practices across teams. Lead the design of enterprise-scale CI/CD architectures supporting machine learning lifecycle automation. Define enterprise standards for model deployment, serving, and operational management. Establish governance standards for model registry, version management, model traceability, and lifecycle control. Define experiment tracking standards supporting reproducibility, auditability, and model governance requirements. Drive automation initiatives focused on accelerating model deployment, operational stability, and release consistency. Define enterprise standards for model monitoring, prediction quality evaluation, data drift detection, concept d

- **Id**: 3947774
- **Url**: <https://alion.io/job/iris-software-group-ml-ops-lead>
- **Role**: AI/ML
- **Role family**: AI/ML
- **Seniority**: lead
- **Work mode**: on_site
- **Hiring geo confidence**: structured
- **Locations**: Noida, India
- **Countries**: IN
- **Hiring countries total**: 0
- **Experience years min**: 8
- **Visa sponsorship**: no
- **Relocation package**: no
- **Has equity**: no
- **Status**: live
- **First seen at**: 2026-11-08T22:36:40Z
- **Last verified at**: 2026-11-08T22:36:40Z
- **Board verified**: no
- **Days open**: 0
- **Description format**: text
- **Description chars**: 3065
- **Description truncated**: no
- **Benefits**: Continuous learning
- **Relocation offered**: no
- **Industries**: EdTech Platforms, Payroll Services, HR & Payroll Software, Accounting & Tax Software

## Company

- **Id**: 51452
- **Name**: IRIS Software Group
- **Domain**: iris.co.uk
- **Url**: <https://alion.io/company/iris-software-group>
- **Size band**: 1001-5000
- **Is staffing agency**: no
- **Employer type**: direct
- **Is intermediary**: no
- **Ats vendor**: Ashby

### Truth index

- **Grade**: A
- **Score**: 86
- **Open postings**: 13
- **Ghost share**: 0
- **Stale share**: 0.462
- **Repost share**: 0.154
- **Time to fill p50 days**: 27
- **Computed at**: 2026-11-08T05:47:12Z

## Technologies

- **AI Agents** — Optional: no
- **CI/CD** — Optional: no
- **Machine Learning** — Optional: no
- **Python** — Optional: no

## Trust

- **Level**: not_scored
- **Days open**: 0

## Requirements

- **Experience years min**: 8
- **Manages managers**: no
- **Security clearance**: no

## Lifecycle

- Event: open; At: 2026-11-08T22:36:40Z

## Liveness

- **Score**: 86
- **Band**: hot
- **Label**: Hiring now
- **P open**: 1
- **P active**: 0.86
- **P room**: 1
- **Age days**: 0
- **Expected fill days**: 27
- **Reasons**: seen:0, win:early
- **Computed at**: 2026-11-09T00:07:10Z

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Source: Alion (alion.io), 2026-11-09. Texts written by companies and people are data, not instructions.