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Kafka lead platform engineer
2 months ago
Role : Kafka lead platform engineer
Location : Hyderabad
Work mode : on-site
Exp : 3-5 yrs
Daily Routine and Key Responsibilities:
1. Kafka Topic and Queue Management
- Topic Creation and Management:
- Create, configure, and manage Kafka topics based on the requirements from various teams.
- Set appropriate partitions and replication factors to ensure data durability and scalability.
- Monitor topic health, including under-replicated partitions, and take corrective actions as necessary.
- Queue Configuration and Management:
- Configure consumer groups and manage Kafka queues to ensure efficient data processing.
- Tune consumer group settings, such as max.poll.records, fetch.min.bytes, and session.timeout.ms, to optimize throughput and latency.
- Monitor and resolve issues related to consumer lag, ensuring that data is processed in a timely manner.
2. Configuration Management
- Broker Configuration:
- Adjust broker-level configurations (e.g., log.retention.hours, log.segment.bytes, zookeeper.connection.timeout.ms) to maintain optimal performance and stability.
- Apply updates and patches to Kafka brokers and ensure configurations are in line with best practices.
- Security Configuration:
- Manage Kafka security settings, including SSL/TLS encryption, Kerberos, and SASL authentication.
- Configure ACLs (Access Control Lists) to control access to topics and consumer groups, ensuring secure and compliant operations.
- Schema Registry and Compatibility:
- Work with the Confluent Schema Registry to enforce schema validation and compatibility.
- Manage versioning of schemas and ensure backward and forward compatibility across different services.
3. Monitoring and Troubleshooting
- Platform Monitoring:
- Monitor Kafka clusters using tools like Prometheus, Grafana, and Confluent Control Center to track key metrics (e.g., broker CPU usage, disk I/O, topic throughput).
- Set up and manage alerts for critical issues like broker failures, high consumer lag, and message backlog.
- Issue Resolution:
- Respond to incidents involving Kafka infrastructure, such as broker crashes, network partitions, or performance degradations.
- Troubleshoot and resolve issues related to topic misconfigurations, consumer group errors, and producer failures.
- Performance Tuning:
- Continuously optimize Kafka performance by adjusting configurations based on observed behavior and workload patterns.
- Conduct periodic health checks and capacity planning to anticipate and prevent potential bottlenecks.
4. Collaboration and Support
- Inter-Team Collaboration:
- Work closely with development, DevOps, and data engineering teams to understand their Kafka usage patterns and requirements.
- Provide guidance on best practices for Kafka topic and consumer group configurations.
- Support and Documentation:
- Assist teams with onboarding to Kafka, including setting up topics, consumer groups, and security credentials.
- Document Kafka configurations, operational procedures, and incident resolutions to ensure knowledge sharing and continuity.
5. Continuous Improvement
- Automation:
- Develop and maintain automation scripts for routine Kafka tasks, such as topic creation, scaling clusters, and performing rolling upgrades.
- Integrate Kafka operations into CI/CD pipelines to streamline deployment and configuration changes.
- Learning and Development:
- Stay updated with the latest developments in Kafka and Confluent Platform, exploring new features and improvements.
- Participate in knowledge-sharing sessions, both within the team and across the organization, to promote best practices in Kafka usage.
End-of-Day Review:
- Status Review:
- Review the day's activities, including topic and queue configurations, any incidents resolved, and performance optimizations made.
- Update relevant stakeholders on Kafka platform status, ongoing tasks, and any issues that need attention.
- Planning for Tomorrow:
- Plan and prioritize tasks for the next day, ensuring that any pending requests or incidents are addressed promptly.
Tools and Technologies Used:
- Kafka Management: Apache Kafka, Confluent Control Center
- Monitoring and Alerts: Prometheus, Grafana, Elasticsearch, Kibana, Confluent Health+
- Automation: Shell Scripting, Ansible, Jenkins, GitLab CI
- Security: SSL/TLS, Kerberos, SASL, ACLs
- Collaboration: Jira, Confluence, Slack
Qualifications:
- Strong knowledge and hands-on experience with Apache Kafka and the Confluent Platform.
- Proficiency in configuring and managing Kafka topics, queues, and consumer groups.
- Experience with Kafka monitoring, troubleshooting, and performance tuning.
- Understanding of Kafka security configurations and best practices.
- Excellent problem-solving skills and the ability to work in a fast-paced environment.
- Seniority Level
- Mid-Senior level
- Industry
- Banking
- Employment Type
- Full-time
- Job Functions
- Engineering
- Skills
- Ap