CultivateData Solutions

Process

Hands on implementation or coaching of modular approach to design in data engineering

Design/Build

Implementing a design review process and supporting as a design review authority.

Audit control and documentation for data teams

Implementing automated data testing on data pipeline execution when data is added or changed

Management

Implementing and coaching on gathering of observability metrics for data

Automated alerting on data consistency problems

Implementing a data team pull request & approval process

Implementing and coaching toward automation of code deployment for schema and pipeline code

Automated data configuration and transformation testing on code or data change

Design and coaching on consistent database, schema and table naming best practices

Implementation and coaching toward source control management of schema and transformations

Planning, estimating and roadmap development of data driven projects from current state to vision state.

Program management of data projects including stakeholder requirements, design, estimation, infrastructure, development and quality assurance.

Coaching and execution of organization design, writing job description, Interviews,

Services