Application
This unit describes the skills and knowledge required to implement and review workplace procedures for managing transactional and non-transactional big data.
It applies to those who work in a broad range of industries and job roles who are required to make business decisions regarding big data procedures to ensure continuous improvement.
No licensing, legislative or certification requirements apply to this unit at the time of publication.
Elements and Performance Criteria
1. Prepare to implement procedures for managing big data | 1.1 Plan implementation strategies for selected workplace procedures for managing big data 1.2 Establish reporting mechanisms to monitor impact of implemented procedures |
2. Implement procedures for managing big data | 2.1 Communicate procedures to relevant stakeholders 2.2 Carry out change management initiatives to encourage adoption of procedures |
3. Review procedures for managing big data | 3.1 Seek feedback from required stakeholders on effectiveness and impact of newly implemented procedures and continuous improvement opportunities 3.2 Draft report on review outcomes and recommend required changes to procedures 3.3 Seek feedback from required stakeholders on report and its recommendations according to organisational policies and procedures 3.4 Update procedures based on stakeholder feedback and store according to organisational policies and procedures |
Evidence of Performance
The candidate must demonstrate the ability to complete the tasks outlined in the elements, performance criteria and foundation skills of this unit, including evidence of the ability to:
implement procedures for managing two different sets of big data, one of which must be transactional and one non-transactional
review and report on effectiveness of the implemented procedures.
Evidence of Knowledge
The candidate must be able to demonstrate knowledge to complete the tasks outlined in the elements, performance criteria and foundation skills of this unit, including knowledge of:
organisational policies, procedures and protocols to implement and review workplace procedures for managing big data, including for:
communicating to and seeking feedback from required stakeholders
updating big data procedures
storing records associated with big data procedures
reporting on implemented procedures
key features of strategies to implement procedures for managing big data
techniques for stakeholder management
trends within big data management
change management techniques to facilitate implementation of procedures.
Assessment Conditions
Skills must be assessed in a workplace or simulated environment where conditions are typical of a work environment that uses big data.
Access is required to:
information and data sources to inform implementation and review of procedures for managing big data
information and telecommunications equipment required to implement and review procedures for managing big data
industry standards, organisational procedures, and legislative requirements required to demonstrate the performance evidence.
Assessors of this unit must satisfy the requirements for assessors in applicable vocational education and training legislation, frameworks and/or standards.
Foundation Skills
Learning | Modifies behaviour following exposure to new information |
Numeracy | Interprets numerical data |
Oral communication | Asks open and closed probing questions and actively listens to identify work requirements when consulting with stakeholders and discussing key procedural information |
Reading | Identifies and interprets information from relevant sources to inform review of procedures |
Writing | Uses clear, specific and industry-related terminology to develop procedures |
Teamwork | Works collaboratively with interdisciplinary teams to ensure procedures are implemented |
Technology | Uses appropriate technology platforms to facilitate procedure implementation |
Sectors
Data Literacy – Data Literacy