Data Solution Architect
Role Overview
Design and lead implementation of an on-premises Data Lakehouse on Cloudera CDP 7.3.1.
Define platform, data, integration, and security architecture.
Key Skills for This Role
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Role summary
Design and lead implementation of an on-premises Data Lakehouse on Cloudera CDP 7.3.1.
Define platform, data, integration, and security architecture.
Architecture and delivery
- Establish a Bronze/Silver/Gold Medallion model and implement Lambda architecture.
- Blend batch processing with Informatica, Spark, and Hive and streaming with Kafka, Hudi, Kudu, HBase, and Phoenix.
- Build a unified serving layer with Impala, Phoenix, and REST.
- Architect a rules engine for business validations and transformations.
- Design governance for security, lineage, quality, and compliance using Ranger, Atlas, Knox, KMS, and SDX.
Required qualifications
- 10+ years in data architecture/engineering and 3–5+ years architecting Cloudera CDH/CDP in production.
- Proven delivery of on-premises lakehouse implementations with Medallion and Lambda architectures.
- Knowledge of data engineering standards and best practices; Informatica DEI framework and Spark/Hive pushdown.
- Practical experience with Iceberg, Hudi, Kudu, HBase/Phoenix, Hive 3, and Impala, including workload fit, partitioning, compaction, and statistics.
- Strong SQL, including windowing, partitioning, MERGE/UPSERT, cost-based tuning, and Impala/Phoenix performance tuning.
- Experience with Kerberos, TLS, AD/LDAP, Ranger policies, Atlas lineage/glossary, and SDX concepts.
- Experience designing metadata-driven rules engines and data-quality frameworks for batch and streaming.
- Solid Linux fundamentals, Git/CI/CD, documentation, and stakeholder communication.
Preferred qualifications
- Kafka patterns such as exactly-once processing, schema registry, compaction, and CDC from RDBMS are preferred.
- Familiarity with Ozone, KMS/Key Trustee, air-gapped deployments, and SRE practices is preferred.
- Cloudera CDP, Informatica, or security certifications such as CISSP/CCSP are a plus.
- Regulatory experience in PII, PCI, SOX, or GDPR environments is preferred.
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