12 Oct
|
Tata Consultancy Services
|
Bengaluru
12 Oct
Tata Consultancy Services
Bengaluru
EKS & Spark Performance Optimization Engineer
Experience: 6-8 Years
Location: PAN India
We are seeking a highly skilled EKS & Spark Performance Optimization Engineer with strong expertise in AWS cloud technologies, Amazon EKS, EMR, and Apache Spark performance tuning. The ideal candidate will be responsible for optimizing large-scale data processing workloads, improving cluster efficiency, reducing execution costs, and enhancing application performance in cloud-native environments.
Key Responsibilities
• Design, implement, and optimize big data processing solutions on AWS.
• Manage and optimize workloads running on Amazon EKS and Amazon EMR.
• Perform Spark application performance tuning, troubleshooting, and capacity planning.
• Analyze Spark jobs and optimize resource allocation, memory management, executors, and partitioning strategies.
• Enhance cluster utilization, scalability, reliability, and cost efficiency.
• Monitor and troubleshoot production workloads running on Kubernetes and EMR environments.
• Implement best practices for containerization, orchestration, and cloud-native deployments.
• Collaborate with data engineers, architects, and platform teams to improve application performance.
• Optimize AWS infrastructure for high-performance distributed computing workloads.
• Create operational dashboards, monitoring solutions, and performance reports.
Required Skills
Core Skills
• Strong hands-on experience with Amazon EKS (Elastic Kubernetes Service).
• Expertise in Apache Spark performance tuning and optimization.
• Experience with Amazon EMR and large-scale data processing workloads.
• Solid understanding of distributed computing concepts and cluster management.
• Experience troubleshooting Spark job failures, memory issues, and performance bottlenecks.
AWS Technologies
• Amazon EKS
• Amazon EMR
• EC2
• S3
• CloudWatch
• IAM
• VPC
• AWS Cost Optimization
Data Engineering & Performance Tuning
• Spark SQL Optimization
• Executor and Driver Tuning
• Par
📌 EKS with Spark Tuning (Bengaluru)
🏢 Tata Consultancy Services
📍 Bengaluru