Sales Skill Matrix & Competency Framework by Level (Junior–Lead): Behaviors, Rubric + Template

By Jürgen Ulbrich

A sales competency matrix maps observable behaviors to each sales level — Junior, Mid, Senior, and Lead — so promotion decisions, coaching conversations, and hiring rubrics are grounded in evidence rather than gut feel. Here's how to build one that actually gets used.

Why Sales Teams Need a Competency Matrix

Sales teams rarely fail because of a lack of effort. They fail because expectations are unclear. When nobody has defined what separates a Senior AE from a Mid AE in terms of actual behavior, promotions get decided by tenure and visibility. High performers get frustrated. Coaching conversations stay vague.

A competency matrix solves this at three levels:

  • Sales leaders get a shared language for feedback and calibration.
  • Reps see exactly which behavioral changes lead to the next level.
  • HR and recruiting can derive job profiles and interview rubrics directly from the same framework.

Research from the RAIN Group Sales Research Center shows that top sales performers consistently demonstrate specific competency clusters — including needs discovery, objection handling, and closing orientation — regardless of industry or company size. A well-built matrix makes these clusters visible and coachable.

Defining the Four Sales Levels

Before filling in any behaviors, you need clear level definitions. The table below reflects typical B2B sales structures:

LevelCore FocusDeal StructureAutonomy
Junior (BDR/SDR)Prospecting, discovery, pipeline buildingSmall deals, short cyclesDaily guidance needed
Mid (Account Executive I)Independent closes, first upsellsMid-market, 1–3 stakeholdersWeekly calibration
Senior (Account Executive II)Complex deals, multi-stakeholder, peer coachingEnterprise entry, 3–6 month cyclesSelf-directed
Lead / Staff AEPlaybook development, enablement, strategic accountsEnterprise, 6–18 month cyclesMultiplies others

These definitions aren't rigid boxes — they're reference points. An early-stage scale-up may compress Mid and Senior into a single band; a large enterprise org may have trainee levels below Junior. Adapt accordingly, but always define the levels before writing behavioral anchors.

Six Core Competencies — With Behavioral Anchors by Level

A strong competency matrix is built on observable behaviors, not adjectives like "driven" or "communicative." The six competencies below cover the full B2B sales cycle:

1. Prospecting & Pipeline Management

LevelBehavioral Anchor (Observable)
JuniorCompletes ≥ 20 outreach activities daily; uses provided templates; fills all required CRM fields after every contact.
MidDevelops own outreach variations based on ICP signals; maintains pipeline coverage ≥ 3× quota; prioritizes by deal score.
SeniorIdentifies expansion potential in existing accounts; uses buying signals for timing; builds relationships with ≥ 2 economic buyers per account.
LeadDevelops territory strategy for the team; creates account maps for strategic enterprise targets; mentors juniors on pipeline hygiene.

2. Discovery & Needs Analysis

LevelBehavioral Anchor (Observable)
JuniorAsks prepared opening questions; logs BANT fields in CRM after every call.
MidExplores business problem and economic impact; asks follow-up questions when answers are vague; identifies unstated needs.
SeniorRuns multi-stakeholder discovery at different depths per persona; connects individual goals with company-level strategic objectives.
LeadDevelops discovery playbooks for new segments; coaches peers on call recordings; provides systematic feedback on CRM quality.

3. Solution Presentation & Value Articulation

LevelBehavioral Anchor (Observable)
JuniorPresents using the standard deck; answers basic product questions; connects features to the problem surfaced in discovery.
MidAdapts demo live to customer context; quantifies ROI with customer-specific numbers; addresses multiple stakeholders in the same meeting.
SeniorDevelops executive presentations for C-level; builds business cases instead of feature lists; positions competitively with precision.
LeadDefines presentation standards for the team; provides reference stories from own deal history; trains others on value-selling methodology.

4. Objection Handling & Negotiation

In B2B sales, objections aren't obstacles — they're information. How a rep handles them reveals their true competency level:

LevelBehavioral Anchor (Observable)
JuniorRecognizes common objections; uses prepared responses; escalates unfamiliar objections.
MidClarifies objections through follow-up questions; distinguishes genuine concerns from negotiation tactics; closes simple price negotiations independently.
SeniorAnticipates objections proactively; negotiates with multiple stakeholders in parallel; defends pricing with business case logic.
LeadLeads enterprise negotiations with Legal, Procurement, and C-suite; develops negotiation playbook; coaches others through difficult deal situations.

5. Stakeholder Management & Executive Presence

In B2B, individuals rarely buy — buying committees of 6–10 people are the norm according to Gartner research. Executive presence determines whether a rep can build trust with power sponsors who influence the final decision.

LevelBehavioral Anchor (Observable)
JuniorCommunicates clearly and professionally; reliably follows up on commitments.
MidNavigates between champion and economic buyer; maps internal account politics.
SeniorBuilds C-level relationships independently; runs executive briefings without manager support; positions deals as strategic partnerships.
LeadRepresents company at customer advisory boards; builds lasting executive sponsor relationships; opens doors for other reps in the team.

6. Data Quality & CRM Discipline

CRM discipline isn't an admin task — it's a sales competency. Poor data makes forecasting impossible and creates blind spots that hurt the entire team.

LevelBehavioral Anchor (Observable)
JuniorUpdates CRM daily; fills all required fields after every customer interaction.
MidUses deal stages consistently; captures buying signals and next steps promptly.
SeniorWrites substantive forecast notes; identifies forecast risks early and communicates them proactively.
LeadDefines CRM standards for the team; monitors data quality systematically; coaches on recurring error patterns.

Rating Scale: How to Operationalize the Matrix

Behavioral anchors are only as useful as the rating process behind them. A 4-point scale works well because it avoids the middle-of-the-road tendency that plagues 5-point scales:

ScoreMeaningTypical Indicator
1 — Development AreaBehavior not yet consistently observableNeeds active support
2 — LearningBehavior appears situationally, not yet reliablyResponds well to coaching
3 — ProficientBehavior is consistent regardless of situationActs independently
4 — ModelBehavior exceeds level expectations; teaches othersTeam multiplier

One important principle: always rate against the current level, not the target level. A Junior scoring 4 on Prospecting has demonstrated readiness for promotion — that's a signal, not a flaw in the system.

Evidence Sources for Objective Assessment

A competency matrix is only as fair as the evidence behind it. These sources reduce halo effects and gut-feel judgments:

  • Call recordings (from conversation intelligence tools): objective evidence for discovery and objection handling quality
  • CRM data: pipeline coverage, forecast accuracy, deal stage discipline
  • 360° feedback: peers, internal enablement team, customer success
  • Deal post-mortems: reflection on won and lost deals — reveals strategic thinking
  • Self-assessment: ask for this first in review conversations; gaps between self-perception and manager view are valuable coaching signals

The Sales Enablement Collective recommends combining at least two evidence sources per competency before recording a final rating.

Promotion Criteria: When Is a Rep Ready for the Next Level?

A common pitfall: promotions decided purely on quota attainment. A single strong year doesn't prove someone is ready for the next level. A dual-gate approach works better:

  • Performance gate: Quota attainment ≥ 100% in the last two quarters (or an adjusted ramp formula for Juniors)
  • Competency gate: ≥ 80% of target-level core competencies rated 3 or above; no competency rated 1

This dual gate prevents both technical overperformers without leadership potential and strong competency profiles with weak results delivery from being promoted for the wrong reasons.

Sample Scorecard: What a Completed Matrix Looks Like

Here's an example assessment for a Mid-level AE at a B2B SaaS company, based on combined evidence (call recordings + CRM data + manager observation):

CompetencyScore (1–4)Evidence of StrengthDevelopment Area
Prospecting3Pipeline coverage consistently 3.5×Signal prioritization still reactive
Discovery2Strong opening questionsFollow-up questions missing when answers are vague
Value Articulation3ROI quantification in last dealExecutive positioning still uncertain
Objection Handling2Handles standard objections wellEscalates too early in price negotiations
Stakeholder Management3Champion relationship strongNo access to economic buyer yet
CRM Discipline4Complete field entry, proactive forecast notesRole model for team

This rep has clear strengths in prospecting and CRM discipline — and clear development needs in discovery and negotiation. Coaching can now be specific and targeted instead of defaulting to generic motivation conversations.

Connecting the Matrix to Referral Recruiting

A competency matrix has an underappreciated side effect: it makes employee referral programs more precise. When employees know exactly what behavioral anchors define a strong Senior AE, they can refer more deliberately — instead of simply recommending "someone who's good at sales."

Organizations that connect their competency profiles to their referral programs report better-qualified candidates from their networks. Tools like Sprad can match open roles against employee LinkedIn networks and proactively surface relevant profiles — bridging the gap between "I know someone" and "I know someone who fits this specific profile."

Frequently Asked Questions

How often should a sales competency matrix be updated?

The core structure needs updating once a year. Behavioral anchors should be reviewed after any significant market change — a new product segment, a new competitor, a shift in the buyer landscape. A practical rhythm: annual review in Q1 together with sales enablement.

What's the difference between a competency matrix and a skills matrix?

A skills matrix captures specific technical or functional abilities (e.g., CRM proficiency, product knowledge). A competency matrix goes further: it describes behaviors, attitudes, and contextual judgment — how someone applies their skills in real situations. Both complement each other; neither replaces the other.

Can the same matrix be used for inside sales and field sales?

Core competencies (discovery, value articulation, objection handling) apply to both models. Behavioral anchors and weightings differ: inside sales emphasizes conversation volume and remote presence; field sales emphasizes in-person executive engagement and territory strategy. The recommended approach: a shared competency framework with role-specific anchor variants.

How do you prevent the matrix from becoming a bureaucratic exercise?

Three things make the difference. First, the matrix must feed into actual review conversations and coaching sessions — not just sit in a document. Second, managers need training on how to apply behavioral anchors before they rate anyone. Third, results must visibly connect to development and promotion decisions — otherwise no one takes the system seriously.

What role does AI play in sales competency assessment?

Conversation intelligence tools can automatically extract behavioral anchors from call recordings — detecting whether a follow-up question was asked, an objection acknowledged, or a next step confirmed. This significantly reduces the rating effort for managers and makes assessments more objective. The final rating remains human; AI provides evidence, not judgment.

Jürgen Ulbrich

CEO & Co-Founder of Sprad

Jürgen Ulbrich has more than a decade of experience in developing and leading high-performing teams and companies. As an expert in employee referral programs as well as feedback and performance processes, Jürgen has helped over 100 organizations optimize their talent acquisition and development strategies.

Free Templates &Downloads

Become part of the community in just 26 seconds and get free access to over 100 resources, templates, and guides.

Free Competency Framework Template | Role-Based Examples & Proficiency Levels
Video
Skill Management
Free Competency Framework Template | Role-Based Examples & Proficiency Levels
Free Skill Matrix Template for Excel & Google Sheets | HR Gap Analysis Tool
Video
Skill Management
Free Skill Matrix Template for Excel & Google Sheets | HR Gap Analysis Tool

The People Powered HR Community is for HR professionals who put people at the center of their HR and recruiting work. Together, let’s turn our shared conviction into a movement that transforms the world of HR.