Chapter 43 — Industry or public-service practice | Engineering Data governance

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Chapter 43 — Industry or public-service practice

Lesson map

Lesson 43 published. Map, example, EX127.

flowchart TD
  N0["Learning outcomes"]
  N1["43.1 The placement"]
  N2["43.2 Working with owners"]
  N3["43.3 A regulatory submission"]
  N4["43.4 Professional conduct"]
  N0 --> N1 --> N2 --> N3 --> N4
  N4 --> EX["Worked example"]
  EX --> Q["Exercise EX127"]

Logical drawing

flowchart LR
  N0["Learning outcomes"]
  N1["43.1 The placement"]
  N2["43.2 Working with owners"]
  N3["43.3 A regulatory submission"]
  N4["43.4 Professional conduct"]
  N0 --> N1 --> N2 --> N3 --> N4 --> Q["EX127"]

[Learning outcomes]
    |
    v
[43.1 The placement]
    |
    v
[43.2 Working with owners]
    |
    v
[43.3 A regulatory submission]
    |
    v
[43.4 Professional conduct]
    |
    v
[Worked example] --> [Exercise EX127]

Learning outcomes

You will (1) apply governance in a working utility setting; (2) adapt academic methods to practical constraints; (3) reflect on professional conduct.

43.1 The placement

Kofi spends a placement term in Tidewater's data team. He moves from course exercises to real daily work, though all examples in this book stay synthetic. He joins morning triage, writes runbooks and supports a regulatory submission. He notices that practical constraints such as limited time, competing priorities and legacy systems shape what governance can achieve. Methods from the course remain useful but need adapting, for example running a lighter failure analysis for small changes. He keeps a weekly journal of what he adapts and why.

43.2 Working with owners

Owners have other jobs. Kofi learns to prepare short briefings with clear questions so owners can decide quickly. When the metering manager is too busy to review rule changes, Kofi proposes a monthly batch review rather than ad hoc requests, which the manager accepts. He reflects that respecting owners' time makes governance more likely to be supported, while demanding attention for every small question tends to make owners avoid the process. Other owners ask for the same monthly arrangement, and it becomes the team's standard approach.

43.3 A regulatory submission

Kofi helps prepare the annual leakage submission. He assembles evidence: lineage, control results, reconciliation, service reports and validation findings. The regulator's reviewer asks how Tidewater knows flow sensors are accurate. Kofi provides reference meter checks and their limits, and notes the planned improvements. The reviewer accepts the evidence and records the limits. He sees how the governance work of earlier chapters turns into answers that external parties find credible. The reviewer also asks that next year's submission show progress on the improvements Kofi listed, which the team adds to its plan.

43.4 Professional conduct

During the placement Kofi notices a colleague editing a reading without the required approval to meet a deadline. He raises it privately, explaining the risk, and the colleague submits the edit for approval. Kofi reflects on the duty to uphold controls even under pressure. Prof. Varga notes that professional bodies expect engineers to act with integrity and to raise concerns, and that small lapses tolerated under pressure gradually weaken controls that protect customers and the public. He does not report the colleague further, as the edit was corrected.

Worked example

Kofi adapts methods during a placement, batches owner reviews, supports a regulatory submission with evidence and limits and addresses an unapproved edit professionally.

Synthetic case. The placement is synthetic.

Errors and limits

Bypassing controls under deadline pressure erodes them; raise concerns.

Exercises

EX127 — Owner time. How did Kofi respect the metering manager's time? Rubric: 3 = a monthly batch review of rule changes;; 2 = partly correct;; 1 = vague;; 0 = none.
EX128 — Regulator question. What did the regulator's reviewer ask? Rubric: 3 = how Tidewater knows flow sensors are accurate;; 2 = partly correct;; 1 = vague;; 0 = none.
EX129 — Unapproved edit. How did Kofi handle the unapproved edit? Rubric: 3 = raised it privately and the edit went for approval;; 2 = partly correct;; 1 = vague;; 0 = none.

Continue studying — lesson 43 (chapter 43 of 50)

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