Job Description
Overview
C5i
C5i is a pure-play AI & Analytics provider that combines the power of human perspective with AI technology to deliver trustworthy intelligence. The company drives value through a comprehensive solution set, integrating multifunctional teams that have technical and business domain expertise with a robust suite of products, solutions, and accelerators tailored for various horizontal and industry-specific use cases. At the core, C5i’s focus is to deliver business impact at speed and scale by driving adoption of AI-assisted decision-making.
Global offices
United States | Canada | United Kingdom | United Arab of Emirates | India
Summary:
We are looking for a skilled and experienced MLOps Engineer to join our team and play a key role in deploying, maintaining, and monitoring machine learning models in production environments. This role requires a solid understanding of cloud-based infrastructure, Databricks, automation, and MLOps best practices. You will collaborate closely with data scientists, engineers, and DevOps teams to ensure scalable, secure, and efficient machine learning operations.
Key Responsibilities:
1. Model Deployment:
- Deploy machine learning models into production environments on Azure, AWS, and Databricks.
- Collaborate with data scientists and engineering teams to integrate ML models into existing business systems and pipelines.
2. Infrastructure Management:
- Set up and manage infrastructure for scalable ML model training and deployment using cloud platforms and Databricks.
- Implement CI/CD pipelines for ML workflows using tools like Azure DevOps, GitHub Actions, and Databricks Workflows.
3. Monitoring and Maintenance:
- Monitor model performance, data drift, concept drift, and system health using appropriate observability tools.
- Implement alerting systems and dashboards for real-time monitoring and quick issue resolution.
4. Cloud & Platform Expertise:
- Hands-on experience with Azure Machine Learning Services, AWS Sagemaker, and Databricks.
- Use Databricks MLflow, Delta Lake, and other tools for model tracking, experiment management, and data versioning.
5. Automation and Scripting:
- Automate model deployment and workflow orchestration using Python, Databricks Jobs, and Airflow.
- Implement Infrastructure as Code (IaC) using Terraform, ARM templates, or CloudFormation for scalable deployments.
Required Skills & Qualifications:
- 4+ years in MLOps, DevOps, or related fields with direct experience in ML model deployment and monitoring.
- Cloud Platforms: Proficient in Databricks Azure, and AWS environments.
- MLOps Tools: Hands-on with Kubernetes, Docker, Apache Airflow, MLflow, Databricks, and Delta Lake.
- CI/CD: Experience building robust CI/CD pipelines for ML using Git, Azure DevOps, Jenkins, or GitHub Actions.
- Automation & Scripting: Strong programming/scripting in Python. Familiarity with shell scripting is a plus.
- IaC: Experience in provisioning infrastructure using Terraform or similar tools.
- Model Governance: Understanding of model versioning, governance, reproducibility, and compliance in enterprise environments.
- Problem Solving: Ability to identify bottlenecks, optimize workflows, and deliver scalable solutions across the ML lifecycle.
C5i is proud to be an equal opportunity employer. We are committed to equal employment prospect regardless of race, color, religion, sex, sexual orientation, age, marital status, disability, gender identity, etc. If you have a disability or special need that requires accommodation, please keep us informed about the same at the hiring stages for us to factor necessary accommodations.
DISCLAIMER AND NOTIFICATION
We (C5i) do not charge/accept any amount or security deposit from job seekers during the selection process or while inviting candidates for an interview.
If you meet our position requirements and can see yourself at C5i, we invite you to apply by e-mailing your resume and cover letter to us at
[email protected]. Please include the job title in your subject line. We do not accept any hiring requests on phone.
Please note that the hiring process at C5i is based purely on merit. If you are applying via any third-party recruitment site or agency, ensure that no monetary transaction is involved in the application/selection process.
📌 Analyst (Bengaluru)
🏢 Course5
📍 Bengaluru