Tech & Engineering SMB (51-200 employees)

Data Analyst at SMB

OCEAN+ profile for data analysts: high Openness and Conscientiousness, with moderate Extraversion to communicate insights to stakeholders.

In SMBs, communication with non-technical areas is as important as technical ability

Moderate-to-high agreeableness is key to navigating informal structures

Assess experience managing external vendors, since they're a regular part of the functional team

Generic profile Startup (1-50 employees) Enterprise (201-1000 employees) Global (1001+ employees)

Ideal OCEAN+ Profile

Openness 83 Conscientiousness 68 Extraversion 58 Agreeableness 60 Emotional Stability 70 Structure & Rhythm 63
Ideal range
Openness
75 90

At SMBs (51-200 employees), technical curiosity to explore new architectures

Conscientiousness
60 75

At SMBs (51-200 employees), discipline in code and development processes

Extraversion
48 68

At SMBs (51-200 employees), collaboration with technical teams and stakeholders

Agreeableness
50 70

At SMBs (51-200 employees), the balance between defending technical decisions and accepting feedback

Emotional Stability
60 80

At SMBs (51-200 employees), resilience in the face of production bugs and deadline pressure

Structure & Rhythm
55 70

At SMBs (51-200 employees), effective communication with the team

Strengths and Red Flags

Strengths

  • Analytical thinking and pattern detection
  • Communicating complex insights clearly
  • Balance between modernizing existing systems and keeping operations running without disruption
  • Ability to justify technical investments to non-technical stakeholders using business language

Red Flags

  • Analysis paralysis — seeking perfection instead of action
  • Disconnection from business context
  • Demands big-company tools and budget to operate
  • Chronic frustration over the lack of clear separation between roles and responsibilities

Interview Questions

Tell me about a situation where the data you had was contradictory or incomplete. How did you make decisions with that information?

Evaluates: Emotional Stability and Openness

Describe a time you had to present a complex finding to a non-technical audience. How did you prepare, and what was the reaction?

Evaluates: Extraversion and Openness

How did you prioritize technical improvements when the budget was limited and delivery couldn't stop?

Evaluates: Conscientiousness applied to realistic prioritization with limited resources

How did you explain an architecture decision to a general manager without technical training?

Evaluates: Extraversion and Agreeableness in translating technical topics into business language

More about Data Analyst

Career path, personality archetypes and similar roles in the full profile.

Career Path Archetypes Similar Roles Case Study

This Role in Other Contexts

Generic profile

Data Analyst — base profile with no company context

View profile → Startup (1-50 employees)

In startups, this role often covers broader responsibilities than its formal description

View profile → Enterprise (201-1000 employees)

In enterprise, the ability to work within regulatory frameworks without seeing them as a personal obstacle is a differentiator

View profile → Global (1001+ employees)

In global roles, advanced written technical English is a baseline requirement

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