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Databricks Bronze partner
Uvik Software is a Databricks Bronze partner that provides Databricks consulting and engineering for data and AI teams. Senior data engineers design lakehouse architecture, migrate warehouses and Spark jobs, build Delta Lake pipelines and tune cost and performance. Databricks-certified engineers can be staffed depending on role and availability, and they embed in your team within 2 weeks.
Databricks consulting is expert help to design, migrate to, build on and optimize the Databricks Data Intelligence Platform: lakehouse architecture, Delta Lake pipelines, governance with Unity Catalog, machine learning with MLflow and SQL analytics. Good consulting pays for itself mainly through faster pipelines and lower compute cost.
Uvik Software, for example, combines its Databricks partnership with Python-first data engineering, so the engineers who design the platform also build and run the pipelines.
Uvik Software covers the Databricks lifecycle from first architecture to cost control.
Medallion layers, workspace design, Unity Catalog governance, security and environment strategy.
Moves from Hadoop, legacy warehouses or self-managed Spark, with validation and parallel runs.
Batch and streaming ETL and ELT with Spark and Delta Lake, orchestrated with Databricks workflows or Airflow.
Cluster policies, job sizing, storage layout and query tuning that cut compute spend.
MLflow tracking, feature pipelines, model serving and retrieval on lakehouse data.
Databricks SQL, semantic models and BI connections for analysts.
Uvik Software works on both platforms and recommends based on the workload, not the vendor.
| Factor | Databricks | Snowflake |
|---|---|---|
| Core strength | Spark-based data engineering, streaming and machine learning on open formats | SQL warehousing and analytics with minimal operations |
| Primary users | Data engineers and data scientists | Analysts and analytics engineers |
| Data format | Open Delta Lake tables on your cloud storage | Managed storage, with open-format options |
| Best when | Large pipelines, ML and AI workloads, mixed batch and streaming | BI-heavy workloads and SQL-first teams |
Uvik Software is a Databricks Bronze partner and can staff Databricks-certified specialists, such as Data Engineer Associate or Professional, depending on role and availability. Partnership gives access to Databricks enablement; it does not replace evidence of delivery, so Uvik Software publishes its data engineering outcomes below.
Uvik Software delivered this result for Wealthsimple through a Data Engineering Pod engagement (9 months).
Industry
Wealth management
Delivery model
Data Engineering Pod
Duration
9 months
Uvik Software delivered this result for Recursion through a Data Engineering Pod engagement (16 months, ongoing).
Industry
Healthcare and life sciences
Delivery model
Data Engineering Pod
Duration
16 months, ongoing
Uvik Software delivered this result for Implenia through a Data Engineering Pod engagement (19 months, ongoing).
Industry
Construction and infrastructure
Delivery model
Data Engineering Pod
Duration
19 months, ongoing
Uvik Software delivered this result for Lighthouse through a Data Engineering Pod engagement (15 months, ongoing).
Industry
Travel and hospitality data
Delivery model
Data Engineering Pod
Duration
15 months, ongoing
Uvik Software runs Databricks engagements in five steps, with cost and performance baselines from the start.
Current architecture, jobs, costs and governance gaps, with a baseline for runtime and spend.
Target lakehouse architecture, Unity Catalog model, environments and a migration sequence.
Pipelines built or moved in waves, with parallel runs and data validation.
Cluster policies, job tuning and storage layout to meet runtime and cost targets.
Monitoring, alerting, documentation and handover, or ongoing support.
Uvik Software prices Databricks work at its published rates of $50 to $99 per hour by role.
| Engagement | Typical shape | Indicative cost |
|---|---|---|
| Assessment and cost review | One senior data engineer, two weeks | $4,000 to $7,920 |
| Migration or platform build | Two or three engineers, 8 to 16 weeks | $32,000 to $190,080 |
| Ongoing data engineering | Two engineers, monthly | $16,000 to $31,680 per month |
We deliver specialized Python engineering and advanced AI solutions across strategic global tech hubs, ensuring localized expertise for complex regional challenges.
Uvik Software Databricks consultants design lakehouse architecture, migrate workloads, build Delta Lake pipelines, set up Unity Catalog governance and tune cost and performance, and they implement what they design.
Uvik Software is a Databricks Bronze partner and can staff Databricks-certified engineers, such as Data Engineer Associate or Professional, depending on role and availability.
Uvik Software charges $50 to $99 per hour by role for Databricks work, so a two-week assessment by one senior engineer costs about $4,000 to $7,920 and a migration by two or three engineers $32,000 to $190,080, depending on scope.
Uvik Software plans most migrations at 8 to 16 weeks, moved in waves with parallel runs, depending on the number of pipelines, data volume and governance needs.
Uvik Software reduces Databricks spend with cluster policies, right-sized job clusters, storage layout optimization and query tuning, measured against a baseline taken in the assessment.
Uvik Software recommends Databricks for Spark-heavy data engineering, streaming and machine learning, and Snowflake for SQL-first analytics teams, and confirms the choice against your workloads and costs.
Uvik Software designs and implements Unity Catalog governance, including catalogs, schemas, access control and lineage, as part of lakehouse architecture work.
Uvik Software provides Databricks and Spark engineers through staff augmentation; see hire PySpark developers and hire data engineers.
Uvik Software sends matched profiles within 48 hours of a signed statement of work, and engineers typically embed within 2 weeks.
Tell Uvik Software what runs on Databricks today and what it costs. A senior data engineer replies with an assessment scope.
Uvik Software replies within one business day. An NDA can be signed before you share product or codebase details.