GyanSys - Senior Databricks Platform Administrator/Architect in Bangalore, भारत

We are looking for an experienced Databricks Administrator / Architect with strong expertise in managing enterprise-scale Databricks environments on AWS. The ideal candidate will have hands-on experience designing secure, multi-region Databricks infrastructure and implementing cloud networking, IAM and security best https://jobeax.com/link/ZcPTs4nBZJunUmJ9 role also involves building and managing the underlying infrastructure required for Generative AI and RAG workloads, including MLflow, Databricks Vector Search and GPU-optimised compute https://jobeax.com/link/D97KR0fNczjlIZqw Responsibilities :- Architect, deploy and maintain multi-region Databricks environments on AWS.- Design and implement secure-by-default networking using :1. Customer-managed VPCs2. AWS PrivateLink3. Transit Gateway4. VPC endpoints5. Secure network segmentation- Design and manage IAM cross-account roles, permissions and access controls.- Implement enterprise security, governance and compliance controls across Databricks environments.- Manage Databricks workspaces, clusters, policies, users, groups and access permissions.- Configure and optimise Databricks compute infrastructure based on workload requirements.- Design infrastructure supporting Generative AI and Machine Learning workloads.- Configure and manage MLflow for experiment tracking, model lifecycle management and model governance.- Implement and manage Databricks Vector Search for RAG and enterprise AI applications.- Design and configure GPU-optimised compute clusters for AI/ML model training and inference.- Monitor infrastructure performance, availability, security and cost.- Troubleshoot Databricks, AWS networking, connectivity and infrastructure-related issues.- Work closely with Data Engineering, ML Engineering, Security and Cloud teams to ensure reliable and scalable platform architecture.- Establish automation and infrastructure-as-code practices for consistent Databricks https://jobeax.com/link/1ji4Po3CGMdxF3ES Skills :- 10 - 12 years of experience in Databricks administration, cloud infrastructure or platform engineering.- Strong hands-on experience with Databricks on AWS.- Experience designing and managing multi-region Databricks environments.- Strong knowledge of AWS networking, including :1. VPC2. PrivateLink3. Transit Gateway4. VPC Endpoints5. Network security and segmentation- Strong understanding of AWS IAM and cross-account roles.- Experience implementing secure-by-default cloud architectures.- Hands-on experience with Databricks workspace and cluster administration.- Experience with MLflow and model governance.- Experience with Databricks Vector Search and RAG architectures.- Experience configuring GPU-enabled compute clusters for AI/ML workloads.- Strong understanding of cloud security, access management and https://jobeax.com/link/H1D1kHserD3kIqJD to Have :- Experience with Terraform or other Infrastructure-as-Code tools.- Knowledge of Databricks Unity Catalog and data governance.- Experience with CI/CD for Databricks deployments.- Knowledge of AWS security services and monitoring tools.- Exposure to Generative AI, LLM and RAG workloads.- Experience optimising cloud infrastructure for performance and cost. (ref:hirist.tech)