Databricks Platform Engineer

3 weeks ago


New Delhi, India Digitrix Software LLP Full time

Experience:3 to 6 years Notice Period:Immediate to 15 days Location:Bangalore Work from officeJOB DESCRIPTIONJob Description: Databricks Platform Engineer / Administrator (AWS) Department: Data Engineering / Cloud Platform / DevOpsAbout the Role We are looking for a skilled and proactiveDatabricks Platform Engineer / Administratorto manage, optimize, and govern our Databricks environment on AWS. The ideal candidate will be responsible for overseeing platform operations, optimizing performance and cost, and ensuring secure and efficient use of Databricks and integrated AWS services. This role sits at the intersection of platform engineering, data infrastructure, and cost governance, requiring both technical depth and cross-functional collaboration.Key Responsibilities Platform Administration Deploy, configure, and manageDatabricks workspaceson AWS. Set up and maintainAWS infrastructure(VPCs, IAM roles, S3, security groups) to support Databricks operations. Manage user access, job permissions, cluster configurations, and workspace-level controls. Cost Optimization Implement and enforcecluster policiesto control resource consumption and prevent cost overruns. Promote efficient compute usage by enablingjob clusters,auto-termination, andspot instancestrategies. Monitor and analyze cost usingAWS Cost Explorer,Databricks REST APIs, and internal dashboards. Optimize storage costs throughS3 lifecycle policies,Delta Lake optimization, andtable version management. Performance Tuning Analyze and tuneSpark job performance, including partitioning, caching, and join strategies. Provide guidance on usingPhoton runtime,Delta Live Tables, andSQL optimization best practices. Collaborate with data engineers and analytics teams to improve job execution efficiency and pipeline throughput. Monitoring & Observability Set up and managelogging, monitoring, and alertingvia CloudWatch, Databricks audit logs, and external tools. Track metrics such as cluster utilization, job failures, job durations, and resource bottlenecks. Develop dashboards for real-time visibility into platform usage, performance, and cost. Security & Governance Enforce access control throughUnity Catalog,IAM roles, andcluster policies. Ensure compliance with enterprise security policies, data governance standards, and audit requirements. Prevent data duplication and misuse through strong access boundaries and usage monitoring. Automation & Documentation Automate provisioning and configuration usingTerraform,Databricks CLI, andREST APIs. Maintain detailed documentation of cluster policies, platform standards, optimization playbooks, and cost governance guidelines. Drive platform standardization and advocate for best practices across teams.Qualifications Required 3–6+ years of experience managingDatabricks on AWSor similar Spark-based platforms. Strong hands-on experience withAWS services(S3, IAM, VPC, EC2, CloudWatch). Proficiency inSpark performance tuningandDatabricks architecture. Solid understanding ofcost optimization strategiesin cloud-based data platforms. Experience withDatabricks cluster policies,job scheduling, andDelta Lake. Familiarity withPython, SQL, Terraform, andDatabricks REST APIs. Preferred Experience withUnity Catalog,Delta Live Tables, orMLflow. Knowledge ofAWS cost governance tools(Cost Explorer, Budgets, Trusted Advisor). Prior work in FinOps, DataOps, or Cloud Center of Excellence (CCoE) roles. Certifications such as: Databricks Certified Data Engineer / Admin AWS Certified Solutions Architect / DevOps Engineer



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