You set policy on standards and tools to design, code, test, correct and document moderate-to-complex programs and scripts from authorized specifications and subsequent iterations. You seek out and apply best practice across all development methods and ensure compliance.
NCF Category: Problem Resolution
Repository design (AEC5.3) (Level Four)
You can design an optimal metadata repository liaising across technical, analytical and governance teams to do so.
Metadata best practice (Analytics Engineering) (AEC5.2) (Level Four)
You set policy around metadata management liaising across technical, analytical and governance teams to do so.
Repository tools and management (AEC5.1) (Level Four)
You set up robust governance processes to keep repositories up to date liaising across technical, analytical and governance teams to do so.
Capacity building (AEC4.4) (Level Four)
You establish a framework ensuring problem solving capacity is embedded in the professional development of the team.
Problem prevention (AEC4.3) (Level Four)
You co-ordinate workstreams across teams in your domain to implement appropriate preventive measures such as testing frameworks and write policy to support a preventive approach.
Problem resolution (AEC4.2) (Level Four)
You can ensure that the most appropriate actions are taken to resolve problems as they occur.
Problem identification (AEC4.1) (Level Four)
You delegate the identification and description of problems affecting data systems in your domain, signposting where necessary to the correct resources and people to achieve resolution and ensure strategic leads are kept informed.
Capacity building (AEC4.4) (Level Five)
You build a culture that values problem-solving capability and communicates the importance of this at strategic level.
Problem prevention (AEC4.3) (Level Five)
You set the strategic direction to embed a preventive approach and liaise with other system leaders to ensure adoption.
Problem resolution (AEC4.2) (Level Five)
You direct team resources to resolve problems affecting data systems in your domain and beyond, collaborating with other key technical personnel and ensuring strategic leads are kept informed.
Problem identification (AEC4.1) (Level Five)
You direct resources and resolve any bottlenecks hindering effective problem identification.
Capacity building (AEC4.4)(Level Three)
You implement development activities around problem solving and provide coaching on this topic.
Problem prevention (AEC4.3) (Level Three)
You can determine the likelihood of common problems occurring and establish preventive measures and guidance.
Problem resolution (AEC4.2) (Level Three)
You can respond to problems in databases, data processes, data products and services as they occur.
Problem identification (AEC4.1) (Level Three)
You can initiate actions, monitor services and identify trends in problems in your domain and redirect concerns outside your area to appropriate colleagues.
Capacity building (AEC4.4)(Level Two)
You review domain problem resolutions and share lessons learned.
Problem prevention (AEC4.3) (Level Two)
You perform tasks in your domain according to standard operating procedures.
Problem resolution (AEC4.2) (Level Two)
You respond to problems in databases, data processes, data products and services under guidance.
Problem identification (AEC4.1) (Level Two)
You can identify the types of problems in your domain including databases, data processes, data products and services.
Stakeholder management (Analytics Engineering) (AEC1.2)(Level Two)
You support and host discussions within a multidisciplinary team sometimes with potentially difficult dynamics.