Data platform modernization and AI operations for enterprise scale
Smart Analytica is a data engineering and AI services firm built around three product accelerators: SmartMigrate (cloud migration automation), SmartOpsAI (agentic operations and incident automation), and SmartViz (generative BI). The tech stack is deeply rooted in Hadoop, Cloudera, and Spark — a signal they're operating at scale on legacy big-data infrastructure while pivoting toward AI-driven operations and governance layers. Hiring is sparse and concentrated in senior data and engineering roles in India, suggesting a services-delivery model anchored to a small core team.
Smart Analytica helps enterprises migrate and modernize data platforms while embedding AI-driven operations and analytics. They position three core service pillars: platform modernization (on-prem and cloud-to-cloud migrations using proprietary accelerators), operational intelligence (incident automation, cost optimization, and self-learning operations via agentic AI), and AI engineering (MLOps, generative BI, and workflow automation). The company claims experience managing 30+ petabytes for single customers and operates primarily in India for engineering and delivery.
Hadoop, Cloudera, Apache Spark, Kafka, HDFS, Hive, HBase, Tableau, and R. They're replacing Tableau in some deployments and have no active adoption of newer platforms listed.
Cluster and Hadoop environment optimization, Tableau governance and performance scaling, data pipeline optimization, high-availability implementation, and AI/solution architecture design for enterprise deployments.
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