Recro
Website:
recro.io
Job details:
Role : MLOps Engineer
Experience : 3+ years
Location : Gurugram
Work Mode : Hybrid
Required Skills : Python, Bash scripting, YAML/JSON configuration, Linux systems, CI/CD, GitHub Actions, MLflow, Kubeflow, DVC, Prometheus, Grafana.
🔍 What You’ll Do (Key Responsibilities):
- Deploy & Manage: Own the deployment of AI/ML models across development, staging, and production environments.
- Automate Pipelines: Build and maintain seamless CI/CD pipelines for automated ML workflows.
- Monitor & Optimize: Implement real-time monitoring to track model drift, latency, and inference performance.
- Collaborate: Partner closely with our Solution Architect and MLOps Lead to standardize and scale our deployment infrastructure.
- Ensure Reliability: Guarantee model reproducibility, version control, and smooth rollback capabilities.
- Integrate & Audit: Connect AI services with standard APIs and observability frameworks while maintaining comprehensive deployment logs for audit readiness.
🛠️ Technical Toolbox We’re Looking For:
- Core Skills: Python, Bash scripting, YAML/JSON configuration, Linux systems.
- Infrastructure & Orchestration: Docker, Kubernetes.
- CI/CD & IaC: Jenkins, GitLab CI/CD, GitHub Actions, Terraform.
- ML Lifecycle & Data: MLflow, Kubeflow, DVC.
- Monitoring & Logging: Prometheus, Grafana, ELK Stack.
- Cloud Platforms: Experience with AWS SageMaker, Azure ML Studio, or GCP Vertex AI.
- Governance: Knowledge of traceability and Responsible AI compliance in deployment.
🎓 Who You Are (Qualifications & Experience):
- Experience: 3–6 years of hands-on experience operationalizing AI/ML models with a strong focus on CI/CD automation.
- Domain Knowledge: Prior exposure to deploying ML pipelines for NLP, computer vision, or speech systems.
- Education: B.Tech / M.Tech in Computer Science, AI/ML, or a related discipline.
- Bonus Points:
- Certifications in DevOps or Cloud Infrastructure (AWS, Azure, or GCP).
- Published research papers, case studies, or significant open-source contributions.
Click on Apply to know more.