Why Join Iris

Are you ready to do the best work of your career at one of India's Top 25 Best Workplaces in IT industry Do you want to grow in an award-winning culture that truly values your talent and ambitions

Join Iris Software — one of the fastest-growing IT services companies — where you own and shape your success story.

About Us

At Iris Software, our vision is to be our client's most trusted technology partner, and the first choice for the industry's top professionals to realize their full potential.

With over 4,300 associates across India, U.S.A, and Canada, we help our enterprise clients thrive with technology-enabled transformation across financial services, healthcare, transportation & logistics, and professional services.

Our work covers complex, mission-critical applications with the latest technologies, such as high-value complex Application & Product Engineering, Data & Analytics, Cloud, DevOps, Data & MLOps, Quality Engineering, and Business Automation.

Working with Us

At Iris, every role is more than a job — it's a launchpad for growth.

Our Employee Value Proposition, Build Your Future. Own Your Journey. reflects our belief that people thrive when they have ownership of their career and the right opportunities to shape it.

We foster a culture where your potential is valued, your voice matters, and your work creates real impact. With cutting-edge projects, personalized career development, continuous learning and mentorship, we support you to grow and become your best — both personally and professionally.

Curious what it's like to work at Iris Head to this video for an inside look at the people, the passion, and the possibilities. Watch it here.

Job Description

POSITION SUMMARY

We are seeking a skilled AI/ML Ops Engineer to join our growing Data & Automation team. This role will be instrumental in operationalizing machine learning models and AI solutions across the enterprise, ensuring they are scalable, reliable, and aligned with ETS's strategic goals.

Primary Responsibilities

Design, build, and maintain scalable AIML pipelines and infrastructure for model training, deployment, and monitoring.
Collaborate with data scientists, engineers, and business stakeholders to productionize AI/ML models.
Implement CI/CD pipelines for ML workflows using tools like MLflow, Kubeflow, SageMaker, Bedrock, or Azure ML service.
Monitor model performance, drift, and retraining needs using observability tools and dashboards.
Develop and implement comprehensive AI/ML model testing strategies during development, deployment, and recalibration phases.
Lead training and retraining of ML models while providing metrics to document and track performance.
Ensure compliance with AI/data governance, security, and ethical AI standards.
Automate data ingestion, feature engineering, and model deployment processes.
Develop and implement comprehensive AI/ML
Work effectively within agile development frameworks and collaborate across cross-functional teams.
Communicate technical findings, model performance insights, and recommendations clearly to senior leadership.

Knowledge/Skills

Experience with AI/ML lifecycle tools (e.g., MLflow, Airflow, SageMaker, Bedrock, Vertex AI, Azure Open AI).
Experience with ML frameworks (like Keras or PyTorch) and libraries (scikit-learn)
Strong understanding of model versioning, reproducibility, and monitoring.
Familiarity with data pipelines, APIs, and microservices architecture.
Excellent problem-solving and communication skills.
Experience with LLM platforms and frameworks such as Lang Chain, Crew, Azure Open AI
Experience with LLMOps or deploying generative AI models.
Knowledge of AI/data privacy, model explain ability, and responsible AI practices.
Exposure to BI tools and data visualization platforms (e.g., Power BI, Tableau).

Required

Bachelor's or Master's in Computer Science, Data Engineering, or related field.
5+ years of experience in AI/ML Ops, DevOps, or Data Engineering roles.

Mandatory Competencies

Data Science and Machine Learning - Data Science and Machine Learning - Gen AI

Beh - Communication and collaboration

Perks And Benefits For Irisians

Iris provides world-class benefits for a personalized employee experience. These benefits are designed to support financial, health and well-being needs of Irisians for a holistic professional and personal growth. Click here to view the benefits.

Gen AI OPS - Senior Engineer