Goals & Progress
Why career planning tools and frameworks matter more than you think
Career planning tools and frameworks are structured systems that help professionals assess current skills, map progression routes, and track development over time. They include assessment platforms like CliftonStrengths and LinkedIn Career Explorer, pathing models like career ladders and lattices, and goal-setting methods like SMART goals and OKRs. The right tool depends on your career stage, your constraints, and whether you are planning on your own or with organizational support.
Many people drift through their careers the same way they drift away from gym memberships. The cause is rarely laziness. It is the absence of a system. These tools exist to close that gap between intention and action. Rather than vague aspirations about “moving up,” they create the scaffolding for assessment, progress tracking, and structured decision-making.
So the question isn’t whether you need a system. It’s which one fits your current situation. Should you develop new skills or deepen existing ones? Are you aiming for management or do you want to stay technical? Can your current organization support your progression, or do you need to look elsewhere?
Without a framework, these questions linger as background anxiety instead of becoming clear decision points. And that’s where most people get stuck. The cause is not a lack of ambition. It is a lack of structure. The difference between professionals who advance and those who stagnate rarely comes down to talent. It comes down to systems.
Career planning tools and frameworks are systems (sometimes proprietary assessments, sometimes strategic models, sometimes software platforms) that bring structure to the process of defining where you’re going and measuring whether you’re getting there. They differ in depth, cost, accessibility, and whether they’re meant for self-directed use or organizational implementation.
A 2022 systematic review by Soares and colleagues screened 596 articles and analyzed 26 career intervention studies for university students. Rather than measuring effectiveness directly, it mapped four descriptive dimensions across the literature: the theoretical frameworks used, how interventions were structured, how they were evaluated, and what outcomes researchers reported. The review noted that many studies featured written exercises, individualized feedback, and goal-setting components [1].
The right tool depends entirely on your current position, your constraints, and your definition of career success. But all effective systems share three things: they help you assess where you are, they show you where you’re going, and they let you measure progress. A plan without assessment, direction, and progress measurement is not really planning. It is hoping.
What you will learn
- How the dual-track career model is reshaping career planning across industries
- The best career assessment tools that provide actionable insights versus entertainment-grade personality quizzes
- The difference between career ladders and career lattices and when each career pathing framework fits your situation
- How to measure progress without creating a tracking burden
- Which professional development assessment platforms work for self-directed planning versus those requiring organizational support
Key takeaways
- Career planning tools serve three functions: assessment, pathing, and tracking.
- The dual-track model (management vs IC) is now standard at companies like Amazon, Buffer, and Spotify.
- Competency assessments identify specific skill gaps; personality tests reveal work-style preferences. Pairing both gives you a development roadmap, not just a label.
- Career lattices allow lateral moves alongside vertical advancement, matching how modern work progresses.
- The 70-20-10 framework: development comes from challenging experiences (70%), mentorship (20%), formal training (10%).
- Career development systems need 3-6 months minimum to show real momentum.
- A quarterly career review you actually complete outperforms a sophisticated competency platform you abandon after month two.
1. The dual-track career framework
The dual-track career model is a career progression system that creates two parallel advancement paths, management and individual contributor (IC), with equivalent compensation, status, and growth opportunities at each level. It differs from traditional single-track models where management is the only route to senior roles.
Before exploring specific tools, you need a foundational lens for evaluating them: the dual-track model. This framework recognizes that career progression doesn’t mean one path anymore. You can advance into management, or you can go deeper into individual contributor (IC) roles as a senior engineer, lead researcher, principal designer, or architect. Both tracks offer advancement, compensation growth, and status. But they require different skill development, different mentorship patterns, and different success metrics.
Research on career promotion decisions shows that promoting top performers into management without regard for management aptitude can reduce team performance. Benson, Li, and Shue’s 2019 study of sales workers at 131 firms found that firms systematically promote the best salespeople into management, despite sales performance being a poor predictor of managerial ability [2]. Dual-track systems address this by allowing technical experts to advance into principal or staff-level roles while others advance into management. Anecdotally, organizations that publish dual-track frameworks report higher retention among technical staff when employees can choose their advancement path.
Amazon’s publicly documented career framework, for instance, lets individual contributors progress from SDE I through Distinguished Engineer (L4-L10) with compensation equivalent to the management track at each level [3]. Buffer’s published career framework takes it a step further, letting engineers move horizontally into management and then back to IC roles without status or compensation loss [4]. If you’re thinking about the psychology behind career development decisions, the dual-track model explains why “stuck” often means wrong track, not wrong talent.
If you feel stuck, the cause is usually one of two things: you are on the wrong track for your strengths, or you haven’t yet built the specific competencies that your chosen track requires.
2. Skills assessment for career planning: know your starting point
Self-awareness is free, but self-assessment is often wrong. You overestimate soft skills and underestimate technical gaps. Or you see yourself as better at execution than you actually are (most of us do). The best career planning starts with an honest assessment of where you actually are, not where you think you are.
Modern skills assessment tools fall into two categories: personality-based and competency-based. In practical terms, the distinction is straightforward. Personality assessments map behavioral preferences and career fit, while competency assessments identify specific skill gaps against the requirements of a target role. Competency assessments are not the same as simple skills tests or personality surveys [5]. The older generation (Myers-Briggs, DISC, StrengthsFinder) map your type or strengths. They’re useful for understanding how you prefer to work, but they don’t tell you what skills you’re missing for your target role.
Competency-based tools like LinkedIn’s Career Explorer map individual skills against over 41,000 skills and 6,000+ job titles, providing data-driven identification of skill gaps and learning recommendations matched to actual job market demand [6]. Zavvy’s competency platform uses 360-degree feedback and skills assessments to map current capabilities against requirements for target roles [7].
The difference between entertainment-grade personality assessment and career-planning-grade skill assessment comes down to one word: actionability. A personality quiz tells you “You’re a Strategist type.” A competency assessment tells you “You’re strong in problem-solving but need development in systems thinking, cross-functional communication, and data literacy to reach Principal level.” One is identity affirmation. The other is a development roadmap.
An individual development plan (IDP) formalizes this process: it captures your current skills, target competencies, and the specific actions you will take to close the gap. For individual use, tools like myIDP (developed by AAAS for STEM researchers, free) walk users through self-assessment, career exploration matched to their profile, goal-setting, and implementation planning [8]. ImaginePhD serves a similar purpose for humanities and social science PhD students (also free), matching profiles to job families across sectors with built-in mentor check-ins [9]. CliftonStrengths offers a top-5 strengths assessment for $24.99 or the full 34-strengths profile for $59.99 [14]. The distinction matters: myIDP is built for STEM, ImaginePhD for humanities. Picking the right one depends on your field.
One caution on fit. Personality assessments are the wrong starting point when your real question is “what specific skills am I missing for the next level?” A type label cannot answer that. Reach for a competency assessment instead, and use the personality result only to understand how you prefer to work once the gaps are clear.
3. Career pathing frameworks: map the route
Once you understand where you are and which track you’re on, you need to map the route. A career pathing framework shows how progression actually works in your field: what skills matter at each level, what transitions are possible, and what the typical timeline looks like. This is where career planning tools and frameworks move from theory into action.
Career pathing frameworks come in three architecture types: vertical ladders (junior to senior to principal), career lattices (lateral moves across functions alongside vertical advancement), and dual-track paths (management and technical expertise as equal advancement routes). The type you use shapes every development decision that follows.
Career lattice is a career progression model that treats lateral moves across functions as legitimate and valued advancement, not as detours. Unlike a vertical ladder where advancement means moving up, a lattice allows professionals to step sideways into new roles or disciplines before moving up within that new area.
The vertical ladder was the standard for decades: each step is a promotion. But the career lattice lets people move laterally, stepping into different functions and then up within that function. Buffer’s engineering career framework demonstrates this in practice, letting a developer move into project management, or a manager move back into an individual contributor role without it counting as a demotion [4].
This is not only a tech-industry pattern. Consider a hospital where a senior staff nurse can advance along a clinical ladder toward a nurse practitioner role (the IC equivalent) or step laterally into a charge-nurse and then nurse-manager path (the management equivalent). The labels differ, but the dual-track and lattice logic is identical: deepening expertise and taking on people leadership are two distinct routes, not one ladder with management bolted on top.
Most organizations don’t publish their career frameworks, which creates the feeling that progression is mysterious and political. When frameworks are public, people stop guessing and start planning. Medium’s engineering growth framework breaks down specific competencies expected at each level, and the company describes growth plans that are revisited on a roughly six-week cadence [10]. Spotify’s career steps framework emphasizes progression based on impact and knowledge depth, explicitly allowing lateral and backwards movement as part of development [11].
If your organization doesn’t have a published framework (most don’t), you can reverse-engineer one. GitLab’s open-source handbook provides detailed career frameworks by discipline, breaking down specific technical and behavioral competencies for each career level [12]. Even if you don’t work there, studying published frameworks gives you a realistic map for strategic career planning.
Public frameworks turn career anxiety into career planning. Once you can see the criteria your organization promotes against, you can deliberately work to meet those criteria.
4. Competency-based career frameworks: define what success looks like
A competency-based career framework breaks down each role into specific, measurable capabilities (technical skills, behavioral competencies, and knowledge areas) so professionals can identify exact gaps between where they are and where they want to be. Beyond pathing (what the progression looks like), competency definition tells you what you actually have to do and know at each level.
Rather than thinking “I need to become a better leader,” a competency framework says “For a senior manager role, you need demonstrated competency in:”
- Conflict resolution in high-stakes situations
- Systems thinking across three-plus departments
- Executive communication
- Strategic planning with 12-plus month horizons
Korn Ferry’s Leadership Architect framework maps 38 defined leadership competencies to specific role requirements, allowing professionals to see exact gaps between current capabilities and target role expectations [13]. The assessment includes targeted development guides for each competency, making career advancement more systematic. Korn Ferry operates on enterprise pricing with no self-serve option for individuals. Gallup’s CliftonStrengths assessment ($24.99 for top 5, $59.99 for full 34) now includes career compatibility mapping, linking individual strengths to roles where those strengths drive performance [14].
Korn Ferry positions the Leadership Architect framework on the premise that professionals who map specific competency gaps to targeted development activities advance more predictably than those pursuing general self-improvement [13]. That is the vendor’s stated rationale rather than an independent research finding, so treat it as a design philosophy rather than proof. What the framework does provide concretely is structure: 38 leadership competencies, each with measurable behavioral indicators you can target one at a time.
The practical value is real. Instead of vague self-improvement, you can say “I’m working on building executive communication skills by leading quarterly town halls and presenting strategy to the board.” That’s measurable. That’s directional. Mapping specific competency gaps to targeted development activities is not just ambition. It is a system.
5. The 70-20-10 learning framework: structured development strategy
The 70-20-10 framework describes how professional competence actually develops: roughly 70% from challenging work experiences, 20% from mentorship and peer learning, and 10% from formal training. Most people try to learn through formal training alone, but courses account for only about 10% of how competency actually develops. McCall, Lombardo, and Eichinger’s foundational 1996 work identified this distribution through retrospective interviews with senior executives [15].
One important note: this framework originated from retrospective interviews, not from controlled experimental studies [15]. So the specific percentages are directional rather than precise. The core insight, that the bulk of professional development happens through doing rather than through courses, is consistent with subsequent research on workplace learning.
This changes how you approach development. If your current role has plateaued in difficulty, you’re not getting the 70% learning component. That’s why people who move between roles faster often advance faster: each transition provides challenging-work learning. And if you don’t have access to mentorship or peer learning in your organization, you’re limited to the 10% from training alone. This is why networking becomes a career development tool, not just a professional nicety.
The 20% is the piece most people leave to chance, so it is worth being deliberate about sourcing mentorship. You rarely need a single formal mentor who oversees your whole career. A more reliable approach is to assemble several lighter relationships: one peer a level above you for tactical questions, one person outside your function for perspective, and one senior figure you check in with quarterly. When you ask, make the request specific and time-bounded (“Could I get 30 minutes to talk through how you moved from senior to staff?”) rather than the open-ended “will you be my mentor?” that most people find hard to say yes to. Internal mentorship programs, professional communities, and alumni networks are all practical sourcing channels.
The framework also explains why bootcamp graduates and fresh MBAs sometimes struggle: they’re 100% training, with zero challenging work experience and unclear mentorship. The 70-20-10 framework doesn’t just guide what to learn. It guides where and how to learn it.
6. Goal-setting methods for career planning: SMART, OKR, and milestone-based
Career progression requires goals, but the goals need to align with your chosen path and competency gaps. SMART goals and OKRs serve different purposes: SMART for bounded skill acquisition, OKRs for open-ended role transformation. Three popular frameworks each work differently, and knowing which to pick (or how to combine them) is half the battle.
SMART goals (Specific, Measurable, Achievable, Relevant, Time-bound) work well for tangible skills. “Complete the data analytics certification by June 30” is classic SMART. OKRs (Objectives and Key Results) work when you’re aiming for transformation across your role, such as “Become the point person for data strategy” with key results like “Lead three cross-department data projects” and “Present quarterly data insights to leadership.” One caveat: OKRs work poorly for roles with no measurable output metric, where forcing a key result can distort the work. In that situation, milestone-based planning is the better fit.
Milestone-based planning works when the timeframe is longer than a quarter but the path isn’t entirely linear. Rather than “By next review, be ready for promotion,” you set milestones like “Month 3: Build expertise in A, Month 6: Lead project in A, Month 9: Mentor others in A, Month 12: Influence strategy around A.” This approach works well for career pivots or deep skill development that takes a year or more. If your immediate goal is a clean, bounded skill (one certification, one tool), milestones are overkill; a single SMART goal will serve you better.
Most career planning systems now let you mix methods. You might use SMART for learning goals, OKRs for role progression, and milestones for long-term direction. This is also where a dedicated planning resource earns its place. The Goals and Progress workbook walks you through a values-first sequence (clarify what matters, set a small number of focus goals, then track them on a recurring rhythm) so that your SMART and OKR goals ladder up to a direction you actually care about rather than sitting as disconnected to-do items. For a deeper look at how to build a career development plan that combines these approaches, the template process walks you through each step.
The flexibility matters because real careers don’t fit one template.
Career planning tools and frameworks compared
Here’s how the major career planning tools and frameworks compare across the dimensions that actually matter for your decision.
| Framework | Cost | Category and best fit |
|---|---|---|
| Dual-track model | Free | Pathing. Anyone choosing between management and IC paths |
| Skills assessment tools (LinkedIn, myIDP) | Free | Assessment. Early career, career changers |
| Career pathing frameworks | Free (public) | Pathing. Mid-career professionals in established organizations |
| Competency frameworks (Korn Ferry, Gallup) | $25-60 / Enterprise | Assessment. Senior professionals targeting specific roles |
| 70-20-10 learning framework | Free | Development. Anyone feeling stuck in formal training |
| SMART goals | Free | Goal-setting. Tangible skill acquisition |
| OKRs | Free | Goal-setting. Role transformation and impact goals |
| Progress tracking (quarterly reviews) | Free | Tracking. Anyone with an active development plan |
Details by framework
Dual-track model
Free | Low time investment (conceptual lens) | Only addresses direction, not skill gaps | Ramon’s verdict: Start here. Everything else builds on this decision.
Skills assessment tools (LinkedIn Career Explorer, myIDP)
Free | 1-3 hours for initial assessment | Quality varies widely between tools | Ramon’s verdict: Best ROI for self-directed planners.
Career pathing frameworks
Free (public frameworks) | Medium time investment (research + mapping) | Most organizations don’t publish theirs | Ramon’s verdict: Reverse-engineer from public ones if yours is hidden.
Competency frameworks (Korn Ferry, Gallup)
Enterprise pricing to $59.99 | Medium-high time investment | Can feel bureaucratic without manager support | Ramon’s verdict: Most precise gap analysis available.
70-20-10 learning framework
Free | Low time investment (shifts mindset) | Percentages are directional, not exact | Ramon’s verdict: Changes how you think about development entirely.
SMART goals
Free | Low time investment | Too rigid for career-level goals | Ramon’s verdict: Good for learning goals, weak for career strategy.
OKRs
Free | Medium time investment | Needs organizational context to work well | Ramon’s verdict: Best goal method for career-level ambitions.
Progress tracking (quarterly reviews)
Free | 2-3 hours per quarter | Requires discipline to maintain | Ramon’s verdict: Non-negotiable if you’re serious about progress.
7. Career planning measurement: tracking without burnout
The last piece of a complete system is tracking progress. Many people avoid this because tracking systems feel like overhead. But without it, you don’t know whether your development plan is working or whether you’ve drifted. The key is lightweight tracking: frequent enough to catch problems, light enough to sustain.
The annual review is too infrequent for career planning purposes. Quarterly reviews work better, especially if structured around your chosen goal-setting method. Some high-growth organizations use more frequent pulse checks: one-on-ones focused explicitly on career progression rather than just current project status.
Tracking tools range from simple to structured. At the simplest end is a shared Google Sheet between you and your manager showing milestones and progress. For individuals who want app-based structure without waiting for an employer to provide it, several platforms now work for personal use. Notion and similar workspace tools let you build a lightweight career dashboard from free templates. 15Five and Lattice are team performance platforms (they integrate goal-setting, feedback, and reviews), and while they are designed for organizations, their goal-tracking modules can anchor your own quarterly rhythm if your employer already runs one of them. For self-directed planning without any organizational tooling, a dedicated workbook or a quarterly reflection document works just as well. The Goals and Progress workbook, for example, builds the review cadence directly into its tracking phase, so the act of checking in is scheduled rather than left to willpower.
Here’s a copy-pasteable quarterly career review template you can start using today:
Signs the tracking system is not working: if you complete two consecutive quarterly reviews and cannot name a concrete skill you developed, your development activities are misaligned with the 70% challenging-work requirement, not the tracking system itself. The fix is to add more stretch assignments, not to change the review format. If you consistently skip reviews entirely, the template is too complex or the review is scheduled at the wrong time. Simplify and reschedule before abandoning the practice.
The psychological benefit of tracking is often underestimated. You notice progress you otherwise miss. You catch derailment early instead of realizing at review time that you’ve drifted. Momentum is the compound interest of career development. Small, consistent progress beats sporadic bursts every time.
8. Choosing your career planning tools: a decision framework
With multiple types of tools available, how do you choose? The fit depends on three dimensions: your career stage, your organization’s maturity in supporting career development, and whether you’re planning independently or with organizational structure.
Early career (first three years): Start with skills assessment tools to build self-awareness, combine with mentorship (that critical 20% of your learning), and gain breadth across roles. Career lattice models work well here because you’re exploring, not committing to one path.
Mid-career (years 4-10): Skill assessment moves into gap analysis. What’s stopping your next step? The dual-track decision becomes critical. This is where career pathing frameworks and competency models matter most. Goal-setting shifts to OKRs or milestone-based planning. If you’re working through mid-career growth specifically, the challenges (and solutions) are different from early-career exploration.
Senior-career (10-plus years): Development often focuses on influence, strategic impact, and mentoring others. Competency frameworks emphasize leadership and vision alignment. Tracking becomes less about personal development and more about organizational impact.
If your organization provides structure, use their frameworks, assessments, and tools as your primary input. Supplement with external tools where gaps exist. If you’re planning independently, start with a free self-assessment (LinkedIn Career Explorer, myIDP, or CliftonStrengths), map it to a public career framework in your industry, set quarterly milestones, and track against them.
Free vs. paid: when to invest. The majority of high-value career planning tools are free, including LinkedIn Career Explorer, myIDP, ImaginePhD, public career frameworks from GitLab and Buffer, and all goal-setting frameworks. Paid tools like CliftonStrengths ($25-60) or Korn Ferry’s Leadership Architect (enterprise pricing) add value when you need a precise competency gap analysis for a specific senior role, or when you want a validated assessment rather than a self-reported one. Do not pay for a tool until you have exhausted what free tools can tell you.
The most common mistake is tool-jumping: trying six different systems in a year. Career development systems need at least three to six months to show real momentum. Pick one and commit for a quarter minimum before changing direction. The hard part is sustained commitment to a single system, not the initial choice of which tool to use.
If you are starting from scratch, follow this sequence: start with the dual-track clarification in Section 1 to determine your path direction, then run a skills assessment in Section 2 to identify concrete gaps, then choose a pathing framework in Section 3 that matches your organization type, then set goals in Section 6 using SMART for learning and OKRs for role progression, then track quarterly using Section 7. The order matters because each step narrows the problem: without track clarity, skills assessment has no target; without a skills baseline, goal-setting is guesswork. This is the same assess-plan-track logic that anchors the Goals and Progress approach to any long-term goal.
Ramon’s take
Pick the section that felt awkward to read because you recognized yourself in it. That’s your actual starting point. Don’t build a whole system yet. Just deal with that one uncomfortable thing first and see what happens.
Most people I talk to already know what their gap is. They just haven’t named it out loud yet. Whether it’s the track decision, the missing mentor layer, or the fact that they’ve been coasting on 10% training with zero challenging work, the fix rarely requires a new tool. It requires honesty about which piece of the system you’ve been skipping.
Conclusion
Career planning tools and frameworks exist to close the gap between knowing you want to advance and actually advancing. The tool itself isn’t the success factor. Your willingness to use it, be honest in your self-assessment, and adjust as you learn is what matters. McCall, Lombardo, and Eichinger’s 70-20-10 framework offers a useful analogy for career planning systems too: most of the value comes from your commitment to taking challenging assignments and learning from mentors and peers, and only a small share comes from the tool itself [15].
Start with honest self-assessment of where you are and which path calls to you (management or technical depth). Then choose a framework that matches your career stage and organization type. For the full picture on advancing strategically, explore our career growth strategies guide. The tools change. The frameworks evolve. But the principle stays the same: structure converts ambition into progress.
In the next 10 minutes
- Take a free career assessment (LinkedIn Skills Assessment or CliftonStrengths) to identify three current strengths and three gaps.
- Look up one published career framework for your role or target role (try progression.fyi or GitLab’s handbook).
This week
- Draft a career pathing plan: your current level, target level, and one milestone for the next three months.
- Fill out the quarterly career review template above and save it where you’ll see it in 90 days.
- Schedule a conversation with a mentor or peer about what “next level” looks like in your field.
There is more to explore
If you’re weighing different strategic approaches, our comparison of career advancement strategies breaks down what works at each stage. For understanding how to build skills that compound over time, explore skill development strategies. And for leadership-track professionals, see our guide on leadership development frameworks.
Related articles in this guide
- How to set and achieve effective development goals
- What to do when you feel stuck in your career
- Networking as a career development tool
Frequently asked questions
What is the difference between career ladders and career lattices?
A career ladder is a single vertical sequence of levels (junior to senior to principal), while a career lattice treats sideways moves across functions as legitimate advancement, not detours. Choose a ladder when your field has clearly defined, sequential levels with specific credential requirements such as law, medicine, or traditional engineering. Choose a lattice when cross-functional breadth creates more value than deep specialization in one vertical, or when your target role did not exist five years ago.
Which single career assessment should I start with if I only do one?
Start with a competency-based assessment rather than a personality test, because it shows the specific skill gaps between you and your target role. For self-directed planners, LinkedIn Career Explorer (free) is the most accessible first step since it maps your skills against real job-market demand. Reserve a personality assessment like CliftonStrengths for the secondary question of how you prefer to work, once the gaps are already clear.
How often should I track progress on my career development plan?
The right frequency depends on your career velocity. During active transitions such as a new role, a pivot, or a promotion stretch, monthly check-ins prevent drift. During stable growth periods, quarterly reviews catch enough without creating overhead. The signal to increase frequency is two consecutive quarters where you cannot name a concrete skill you developed.
Should I follow the dual-track model even if my organization does not support it?
Yes. Understanding the dual-track framework helps you make intentional choices about your career direction even when your organization does not explicitly name both paths. This prevents the assumption that management is the only way to advance and helps you articulate to your manager what kind of advancement you are seeking.
How do I reverse-engineer a career framework when no one will give me one?
Combine three sources of signal. First, study openly published frameworks from companies like GitLab, Buffer, and Spotify to see how competencies are described level by level. Second, talk to two or three people one and two levels above you and ask what specifically changed in their scope and skills at each step. Third, collect the job descriptions for your target role across several employers and extract the recurring requirements. The overlap of those three is a usable map even if your own employer keeps its criteria informal.
What is the 70-20-10 framework and how does it apply to career planning?
Professionals frequently misapply the 70-20-10 framework by treating the percentages as a time allocation formula rather than an insight about where competence actually develops. The framework does not mean you should spend 70% of your work week on stretch assignments. It means that when you look back at what made you capable, roughly 70% of that capability came from challenging experiences, not from any course or certification.
How can I assess my skills for career planning if I have not received formal feedback?
Use a multi-source approach: self-assessment tools like LinkedIn Career Explorer and myIDP, trusted peer feedback through informal conversations, observation of what you do well and what drains you, and comparison against job descriptions for roles you aspire to. Avoid relying solely on self-perception without external validation from at least two other sources.
This article is part of our Career Growth complete guide.
References
[1] Soares, J., Carvalho, C., Silva, A. D., et al. (2022). “A systematic review on career interventions for university students: Framework, effectiveness, and outcomes.” Australian Journal of Career Development, 31(2), 81-92. DOI
[2] Benson, A., Li, D., & Shue, K. (2019). “Promotions and the Peter Principle.” The Quarterly Journal of Economics, 134(4), 2085-2134. DOI
[3] Amazon Software Engineer Career Ladder (IC Track). Aggregated career framework documentation available at: https://progression.fyi/f/amazon
[4] Buffer. “How Individuals Advance at Buffer, Without Becoming Managers” and “Engineering Career Paths Framework.” Link
[5] Toggl (2023). “Competency Assessment: 8 Testing Methods Explained.” Link. See also: University of Arizona Graduate Center (2024). “Leveraging Personality Assessments for Effective Career Planning.” Link
[6] LinkedIn. “Career Explorer Tool.” Link
[7] Zavvy (Deel Engage). “Competency Management Software.” Link
[8] AAAS/Science Career Resources. “myIDP (Individualized Development Plan).” Link
[9] ImaginePhD. “Career Planning Tool for PhD Students and Postdocs.” Link
[10] Medium Engineering Blog. “Engineering Growth Framework Series.” Link
[11] Spotify Engineering Blog. “Spotify Technology Career Steps.” Link
[12] GitLab Handbook. “Engineering Career Development and Career Matrix.” Link
[13] Korn Ferry. “Leadership Architect Global Competency Framework.” Link
[14] Gallup. “CliftonStrengths for Individuals.” Link
[15] McCall, M. W., Lombardo, M. M., & Eichinger, R. W. (1996). “The Career Architect Development Planner.” Center for Creative Leadership. ISBN 978-0-933146-98-6.
