Data EngineeringFDE career entry and client-delivery practice

Map stakeholders and decision owners in a small project

PK
Pankit Kumar
Sr. Data Scientist at Parexel (a Goldman Sachs–backed company) · 20 September 2026 · 2 min read
Technically reviewed by Ishaan Sharma
In this article (3 sections)

Projects stall when everyone is “involved” but nobody can approve scope, access or acceptance. Map decisions, not only job titles.

Inspect three fictional decisions

The delivery lab separates scope, data access and UAT ownership.

python
from delivery_cases import stakeholder_case

result = stakeholder_case()
assert result["one_accountable_each"] is True
assert result["fde_not_accountable_for_all"] is True
assert len(result["rows"]) == 3
assert result["fictional"] is True

Identify sponsor/value owner, process users, data/system owners, security/legal, platform operations and acceptance owner. For each material decision name one accountable person, the responsible worker, consulted experts and informed groups.

Add influence, impact, availability and preferred communication. Revisit when scope changes. The FDE can facilitate decisions but should not accept the client’s business or data risk on their behalf.

The FDE for Freshers course practises stakeholder trust alongside engineering.

Exercise

Create a decision-owner table for ten capstone decisions. Highlight gaps and simulate one escalation when the accountable owner is unavailable.

Continue learning

This article is part of the FDE career entry and client-delivery practice sequence. Use the neighbouring tasks when you need the prerequisite or the next application.

Reference: GOV.UK service assessment roles.

PK
Pankit Kumar
Lead Instructor, NeuraPath Academy

Pankit Kumar has 10 years in Data Science & AI, building and shipping production systems in regulated pharma and clinical environments. He is a freelance trainer at Boston Institute of Analytics, AnalytixLabs and Scaler, and has taught this material to thousands of working professionals.

This article is part of our FDE for Freshers programme — 6–7 months. Build your engineering foundations, then take AI from discovery to delivery.

Explore FDE for Freshers
Counselling is free · no obligation

Not sure which programme fits?

Tell us your background and we will map it to the right entry point — including saying so when a cheaper programme is the better fit. A counsellor replies within one working day.