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Tech Stack
Tools & technologiesApacheDockerJenkinsKafkaKubernetesOpenShiftPythonRedisSpark
About the role
Key responsibilities & impact- Design, build, and maintain scalable, secure, and resilient infrastructure for GenAI applications using modern IaC tools and practices.
- Develop and manage robust CI/CD pipelines for the complete machine learning lifecycle, including data processing, model training, validation, deployment, and monitoring.
- Engineer and operate high-throughput, real-time data pipelines using technologies like Apache Kafka and Spark to feed our GenAI models.
- Implement and manage distributed caching solutions using Redis to ensure low-latency performance for our AI services.
- Automate all aspects of the infrastructure and software delivery lifecycle to improve speed and reliability.
- Work closely with data scientists, software engineers, and security teams to create a seamless and secure development and production environment.
- Implement comprehensive monitoring, logging, and alerting solutions to ensure the health and performance of the GenAI platform. Proactively troubleshoot and resolve infrastructure and pipeline issues.
- Embed security best practices into the CI/CD pipeline and infrastructure, ensuring compliance with Citi's strict security standards.
Requirements
What you’ll need- Strong proficiency in Python for scripting, automation, and application development.
- Extensive experience with DevOps principles and tools.
- Proven ability to build and manage complex CI/CD pipelines (e.g., using Jenkins, GitLab CI, Tekton, or similar).
- Hands-on experience with distributed data processing and streaming platforms, specifically Apache Spark and Apache Kafka.
- Solid experience with Redis, including its use for caching, session management, and as a message broker.
- Deep understanding of container technologies like Docker and container orchestration platforms such as Kubernetes or OpenShift.
- Bachelor’s degree in Computer Science, Engineering, Information Technology, or a related field.
Benefits
Comp & perks- Competitive salary
- Flexible working hours
- Professional development budget
- Home office setup allowance
- Global team events
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
PythonCI/CD pipelinesApache KafkaApache SparkRedisDockerKubernetesOpenShiftInfrastructure as Code (IaC)Machine Learning
Soft Skills
collaborationtroubleshootingproblem-solvingcommunicationautomation