Data, Research & Analytics

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Data Preparation

Level 1 Basic skills

Level 3 Basic independence

Level 5 Develop new best practices

Demonstrates mastery in data blending and data preparation and act as a thought leader. Able to strategically leverage the benefits of big data platforms. Act as coach and mentor for junior colleagues.

Be able to access various data sources and perform basic blending skills. Able to apply basic data hygiene and quality checks and knows basic data analysis techniques

Able to understand complex data structures, apply advanced blending techniques, including big data and knows how to apply advanced data preparation and refinement techniques.

Level 2 Basic best practices

Level 4 More advance independence, lead others

Able to apply and explain Intermediate data blending techniques. Able to apply intermediate hygiene checks, implement data quality precautions and is able to use analytics techniques to prepare data for analysis.

Able to expertly blend and prepare data, know how to apply these using multiple tools and languages and is able to leverage the benefits of big data platforms. Can acts as a coach to teach data blending and preparation techniques to junior colleagues.