SFIA Reference: DENG Level 4 Data Analyst / Report Writer (Grade 3) Competency Description Transforms and prepares data for reporting using Power Query (M) and SQL, integrating with data pipelines. Learning Outcomes Evidence Requirements Level 4: Suggested Learning Activities Recommended Resources
SFIA Reference: DATM Level 4 Data Analyst / Report Writer (Grade 3) Competency Description Ensures accuracy, security, and traceability in reporting through effective data governance and QA practices. Learning Outcomes Evidence Requirements Level 4: Suggested Learning Activities Recommended Resources
SFIA Reference: BINT Level 4/5 Data Analyst / Report Writer (Grade 3) Competency Description Designs and develops Power BI dashboards and reports that deliver business insights and adhere to visual and accessibility standards. Learning Outcomes Evidence Requirements Level 4: Suggested Learning Activities Recommended Resources
ADHD stands for Attention Deficit Hyperactivity Disorder. Despite the name, people with this condition do not have a deficit of attention, but rather can find it difficult to purposefully direct their focus. While some think of this as an inability to focus, that is not true. In fact, the ability to hyper-focus is one of … Read more
Whilst most people associate dyslexia with difficulties in literacy, they are not aware that it also comes with many skills. Dyslexic people often display standout strengths in areas such as 3D visual thinking, verbal skills and long term memory. At Genius Within, we can help to identify and develop the talents that clients may have … Read more
Autism affects the way a person experiences their environment and therefore the way they communicate. Autistic people often experience their senses more intensely than others meaning the world can feel overwhelming at times. There are many skills associated with Autism such as honesty and directness, attention to detail, an ability to find or create patterns, … Read more
This white paper proposes a comprehensive Data Protection Impact Assessment (DPIA) framework for the Data Warehouse, detailing the potential commercial and personal data risks across individual data marts—including Projects, Employee, and Customer—and introducing a “Defence by Design” methodology to mitigate these risks effectively. Objectives Data Marts Overview and Risk Assessment 1. Projects Data Mart 2. … Read more
Commercially sensitive data includes any information that, if compromised, lost, or disclosed without authorisation, could cause moderate financial, competitive, reputational, or operational harm to the organisation. Handling such data requires additional care to ensure compliance with internal policies, contractual obligations, and regulatory requirements. 1. Key Characteristics of Commercially Sensitive Data Commercially sensitive data typically falls … Read more
In its most basic definition, sensitive data is a specific set of “special categories”: Article 9 of the GDPR prohibits special category data from being processed unless you can rely on an exemption.
Microsoft Fabric is designed to integrate multiple analytics workloads, including data engineering, data science, and business intelligence, within a unified platform. While our current Medallion structure already has a logical progression of data refinement (Bronze → Silver → Gold), there are key differences in architecture, tooling, and approach that we might consider while emulating a … Read more