TecHub

Market & Customer Research

Market & Customer Research is an individual-contributor career path within Marketing & Communications. Professionals progress from guided execution to independent delivery, senior problem solving, cross-team leadership and enterprise-level expertise without requiring people management.

Archetype
Analyst
Highest level
L6 · Senior Principal Analyst

Why it exists

Enables the organization to deliver reliable outcomes in market & customer research by building progressively deeper expertise, judgment, ownership and business impact.

Typical responsibilities

Execute discipline-specific work; apply professional standards; solve increasingly complex problems; collaborate with stakeholders; improve quality and efficiency; share expertise; at senior levels, shape practices and decisions beyond the immediate team.

Where the work happens

Common in Marketing & Communications teams across technology companies, shared-services organizations, consulting firms, multinational operations and other employers that require market & customer research capability.

How the career progresses

Associate Analyst → Analyst → Senior Analyst → Lead Analyst → Principal Analyst → Senior Principal Analyst

Levels in this career

Six standard stages. The seventh exists only where the career provides for it.

  1. L1Associate Analyst
  2. L2Analyst
  3. L3Senior Analyst
  4. L4Lead Analyst
  5. L5Principal Analyst
  6. L6Senior Principal Analyst

What is expected at L5 · Principal Analyst

Principal-level authority; shapes standards, methods, architecture or operating practice across a function/domain. The focus is successful individual contribution at this stage, not people management.

The five dimensions that change

Autonomy
Defines approaches and exercises significant professional judgment.
Scope
Major domain, platform, portfolio or business capability.
Complexity
Highly complex/systemic problems.
Influence
Influences leaders and sets domain direction.
Business impact
Strategic domain outcomes and durable organizational capability.
Ambiguity
High; often defines the problem as well as the solution.

What good looks like

Principal Analyst consistently demonstrates the expected autonomy and judgment for L5, delivers outcomes appropriate to the scope of the role, applies required Human, Professional and Technical skills at the mapped proficiency, and produces evidence of impact rather than relying on tenure alone.

Typical evidence

Completed work with measurable quality/outcome; stakeholder feedback; examples of problems solved and decisions made; reusable artifacts or improvements; demonstrated skill proficiency; mentoring/influence evidence at senior levels.

Skills expected at L5

Grouped as human, professional and technical. Target proficiency uses the P1–P7 scale, and each row says what that level means for that particular skill.

Human21

HumanPSupporting
AccountabilityExecution & Self-ManagementP6ExpertCoreEnterprise expert who sets standards, shapes strategy and develops capability across functions.
Active listeningCommunication & LanguageP6ExpertCoreEnterprise expert who sets standards, shapes strategy and develops capability across functions.
AdaptabilityExecution & Self-ManagementP6ExpertCoreEnterprise expert who sets standards, shapes strategy and develops capability across functions.
Clear verbal communicationCommunication & LanguageP6ExpertCoreEnterprise expert who sets standards, shapes strategy and develops capability across functions.
Clear written communicationCommunication & LanguageP6ExpertCoreEnterprise expert who sets standards, shapes strategy and develops capability across functions.
CollaborationCollaboration & RelationshipsP6ExpertCoreEnterprise expert who sets standards, shapes strategy and develops capability across functions.
Continuous learningExecution & Self-ManagementP6ExpertCoreEnterprise expert who sets standards, shapes strategy and develops capability across functions.
Critical thinkingThinking & Problem SolvingP6ExpertCoreEnterprise expert who sets standards, shapes strategy and develops capability across functions.
Cross-functional collaborationCollaboration & RelationshipsP6ExpertCoreEnterprise expert who sets standards, shapes strategy and develops capability across functions.
Decision makingThinking & Problem SolvingP6ExpertCoreEnterprise expert who sets standards, shapes strategy and develops capability across functions.
Executive communicationCommunication & LanguageP6ExpertCoreEnterprise expert who sets standards, shapes strategy and develops capability across functions.
Influencing without authorityInfluence & Leadership Without AuthorityP6ExpertCoreEnterprise expert who sets standards, shapes strategy and develops capability across functions.
ProfessionalismEthics & Professional ConductP6ExpertCoreEnterprise expert who sets standards, shapes strategy and develops capability across functions.
Stakeholder alignmentInfluence & Leadership Without AuthorityP6ExpertCoreEnterprise expert who sets standards, shapes strategy and develops capability across functions.
Strategic thinkingThinking & Problem SolvingP6ExpertCoreEnterprise expert who sets standards, shapes strategy and develops capability across functions.
Structured problem solvingThinking & Problem SolvingP6ExpertCoreEnterprise expert who sets standards, shapes strategy and develops capability across functions.
Time managementExecution & Self-ManagementP6ExpertCoreEnterprise expert who sets standards, shapes strategy and develops capability across functions.
Giving constructive feedbackCommunication & LanguageP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Knowledge sharingCollaboration & RelationshipsP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
MentoringCollaboration & RelationshipsP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
NegotiationInfluence & Leadership Without AuthorityP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.

Professional12

ProfessionalPSupporting
Customer researchMarketing, Brand & Communications PracticeP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Data product managementData & Analytics PracticeP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Market researchMarketing, Brand & Communications PracticeP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Metrics definitionData & Analytics PracticeP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Partner marketingMarketing, Brand & Communications PracticeP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Product marketingMarketing, Brand & Communications PracticeP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Resource managementProject, Program & Portfolio ManagementP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Responsible AI principlesData & Analytics PracticeP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Schedule managementProject, Program & Portfolio ManagementP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Scope managementProject, Program & Portfolio ManagementP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Statistical inferenceData & Analytics PracticeP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Status reportingProject, Program & Portfolio ManagementP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.

Technical13

TechnicalPSupporting
AI-assisted content creation toolsAI Productivity & Knowledge ToolsP5AdvancedCoreRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
AI-assisted research toolsAI Productivity & Knowledge ToolsP5AdvancedCoreRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Content management systems (CMS)Marketing & Digital PlatformsP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
HubSpot Marketing HubMarketing & Digital PlatformsP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Microsoft CopilotAI Productivity & Knowledge ToolsP5AdvancedCoreRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Python data analysisAnalytics, BI & Data VisualizationP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
QlikAnalytics, BI & Data VisualizationP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
SketchDesign, Research & Content ToolsP5AdvancedCoreRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Statistical analysis softwareAnalytics, BI & Data VisualizationP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
TableauAnalytics, BI & Data VisualizationP5AdvancedSupportingRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Technical writing toolsDesign, Research & Content ToolsP5AdvancedCoreRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
UserTestingDesign, Research & Content ToolsP5AdvancedCoreRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.
Wireframing toolsDesign, Research & Content ToolsP5AdvancedCoreRecognized advanced practitioner who defines approaches and solves ambiguous cross-team problems.

What changes from L5 to L6

Moving from Principal Analyst to Senior Principal Analyst means demonstrating sustained performance at a larger scope with greater autonomy, complexity, influence and business impact—not simply spending more time in role.

How readiness is shown

Repeatedly performs key aspects of Senior Principal Analyst before promotion; demonstrates the required skill increases; handles systemic, novel and high-consequence challenges.; receives credible stakeholder evidence; shows measurable outcomes at the next-level scope.

How to prepare

Take stretch assignments at the next-level scope; deepen the listed skill gaps; seek feedback from experienced practitioners; document measurable outcomes and decisions; mentor/share knowledge where appropriate; pursue relevant learning or certification when it strengthens capability.

Adjacent careers

Computed from shared skills. It is a signal for exploring, not a hiring or eligibility guarantee.

Career framework v21, active since August 17, 2026.