2026 Best Career Pivot Options for People With an Economics Degree

Imed Bouchrika, PhD

by Imed Bouchrika, PhD

Co-Founder and Chief Data Scientist

Many individuals holding an Economics degree find themselves uncertain about their next career step-especially when facing industries rapidly evolving due to technological advances and market shifts. With 67% of Economics graduates seeking new career paths within five years of graduation, understanding how to leverage transferable skills-such as data analysis and critical thinking-becomes essential. Entry-level positions in sectors like fintech and healthcare analytics offer promising growth, but require strategic credentialing and meticulous resume reframing. This article explores effective networking approaches, credential strategies, and viable pivot roles, providing a data-driven roadmap to help Economics graduates optimize long-term career outcomes amid changing professional landscapes.

Key Things to Know About the Best Career Pivot Options for People With a Economics Degree

  • Economics graduates leverage quantitative analysis, critical thinking, and data interpretation skills-ideal for pivoting into data science, financial consulting, or policy analysis within rapidly expanding sectors.
  • Accessible entry-level roles-such as business analyst or market research associate-provide practical experience while pursuing targeted credentials like CFA or data analytics certifications enhances employability.
  • Networking through professional associations and LinkedIn-combined with resume reframing to highlight transferable competencies-significantly improves long-term career outcomes across diverse industries including tech, finance, and government.

What Career Pivot Options Are Available to People With a Economics Degree?

Career pivoting has become a professionally respected strategy as the labor market evolves-Bureau of Labor Statistics (BLS) data shows that the average worker changes jobs multiple times in their career. The National Association of Colleges and Employers (NACE) highlights that graduates with adaptable degrees like economics are especially well positioned to navigate these shifts, leveraging broad skill sets that employers across industries value. This flexibility makes economics an excellent foundation for those considering new directions.

Economics degrees provide transferable competencies-critical reasoning, quantitative analysis, and market insights-that open doors to diverse and high-growth career paths. LinkedIn Workforce Insights reveals economics graduates often transition into sectors experiencing rapid expansion or requiring cross-disciplinary expertise, demonstrating the degree's versatility.

For individuals seeking career pivot options for economics degree holders, here are common directions:

  • Finance and Banking: Quantitative skills and economic modeling make finance a natural pivot, fueling careers in investment analysis, risk management, and financial consulting.
  • Data Science and Analytics: The rise of data-driven decision-making presents roles in business intelligence, market research, and predictive analytics for economics graduates with statistical and programming training.
  • Public Policy and Government: Economic theory and policy evaluation enable roles in regulatory agencies, think tanks, and international organizations focused on socioeconomic development.
  • Consulting: Problem-solving and strategic thinking skills help economics graduates assist businesses in optimizing operations and navigating complex economic environments.
  • Technology and Product Management: Understanding consumer behavior and market trends supports roles guiding digital product development and pricing strategies.

These career pivot options rely on economics graduates' transferable competencies, allowing them to enter various fields with relevant entry-level roles and credentialing strategies. Whether mid-career professionals or prospective students, individuals might also explore advanced qualifications, including one year doctoral programs, to enhance credentials and long-term outcomes.

This article aims to provide a comprehensive, data-driven roadmap for high-growth career paths for economics graduates-covering networking tactics, resume reframing, and credential strategies-to support deliberate, informed professional changes grounded in opportunity, not dissatisfaction.

Table of contents

Which Industries Outside the Traditional Economics Field Hire Economics Degree Holders?

Several industries consistently hire economics degree graduates outside the traditional paths, leveraging their analytical skills and understanding of market dynamics. These sectors vary in hiring volume and relevance of the economics credential, shaping how graduates approach a career pivot and highlighting diverse career opportunities for economics majors outside finance.

  • Financial Services: A leading employer where economics is a recognized pipeline. Graduates fill roles like financial analysts, risk managers, and investment consultants by applying economic modeling and data interpretation.
  • Technology: Companies focused on product management, data analysis, and user behavior research hire economists to interpret trends and market impacts. Economics graduates succeed by translating their data literacy and behavioral insights into tech-specific competencies.
  • Consulting: Management and strategy consulting firms recruit economics graduates for problem-solving and economic forecasting. The credential is valued but supplemented with communication and project management skills.
  • Healthcare: Organizations seek economists for health economics, outcomes research, and resource allocation. Combining economics with health policy knowledge enhances recognition.
  • Government and Public Policy: Agencies hire graduates to assess regulatory impacts and develop fiscal policies. Economics is foundational, facilitating smoother transitions.
  • Marketing and Market Research: Firms employ economics graduates to analyze consumer data and forecast demand. Success depends on translating economics credentials into market-specific skills, like survey design and analytics software proficiency.
  • Energy and Environment: Demand grows for economists to analyze market-based solutions and sustainability projects. Economics knowledge is increasingly relevant for policy and impact assessment roles.

Switching industries while maintaining familiar functional roles-such as research or data analysis-generally requires fewer additional credentials than pivoting to entirely new function areas. Graduates should strategically focus on roles that align with their existing skills to ease transitions.

Informational interviews with economics professionals already working these adjacent sectors provide critical intelligence to tailor resumes, clarify employer expectations, and identify target employers effectively.

Whether recent graduates or mid-career professionals seeking higher compensation or fulfillment, understanding which industries hire economics degree graduates enables informed pivots. Building on strong transferable competencies and leveraging networking can unlock opportunities-even in high-growth sectors beyond traditional finance.

For those considering broader STEM pathways, comparing economics with fields like engineering may be valuable. More information on related educational paths is available through resources such as engineering degrees.

What Transferable Skills Does a Economics Degree Provide for Career Changers?

Career changers should carefully catalog their coursework, internships, and academic experiences to clearly communicate these competencies, recognizing that hiring managers often won't link economics education to nontraditional roles without explicit explanation. Developing the ability to frame transferable skills is itself a strategic task; upcoming sections will show how to tailor resumes and networking efforts to position economics expertise effectively within new professional arenas.

  • Analytical Thinking: Economics training sharpens the ability to analyze complex information, detect trends, and draw logical conclusions. This skill extends beyond economics into user experience research-where understanding consumer behavior improves design-and policy evaluation, where dissecting societal data shapes effective recommendations.
  • Quantitative Literacy: Mastery of statistics and quantitative models is integral to economics education. Such proficiency supports roles in market research to generate actionable consumer insights and business intelligence to inform strategic decision-making based on data.
  • Critical Reasoning: Economics students develop skills in assessing assumptions, comparing theories, and building sound arguments. These competencies prove essential in consulting, which demands versatile problem solving, and legal research, where methodical analysis of precedents is required.
  • Communication Skills: Conveying complex ideas clearly in writing and speech is emphasized across economics programs. Graduates apply this strength in corporate communications or grant writing, effectively translating specialized content for diverse audiences.
  • Research Proficiency: Rigorous empirical research methods-design, data gathering, synthesis-form the backbone of economics curricula. These methods facilitate transitions into policy development or nonprofit evaluation roles, where evidence-based strategies guide outcomes.
  • Project Management: Capstone projects train students to plan, collaborate, and meet deadlines-skills transferable to program coordination and product management, where juggling multiple priorities and stakeholders is routine.
  • Systems Thinking: Economics fosters a broad understanding of how markets and institutions interact, promoting holistic perspectives. This outlook benefits careers in sustainability consulting or urban planning that require integrating diverse factors into cohesive solutions.

Employer Confidence in Online vs. In-Person Degree Skills, Global 2024

Source: GMAC Corporate Recruiters Survey, 2024
Designed by

How Do Employers in Adjacent Fields Evaluate a Economics Degree During Hiring?

Employers in career-pivot-relevant industries weigh several aspects when assessing how employers assess economics degree candidates in related industries. The type of degree-bachelor's or master's-often signals readiness for specialized responsibilities. Institutional reputation serves as a shortcut for judging candidate quality, while GPA remains a variable screening metric influenced by company size and industry sector.

Larger organizations and competitive fields tend to prioritize academic achievement more rigorously. Relevant coursework and thesis alignment with the target role consistently add value across sectors.

  • Credential Translation: Hiring managers outside economics sometimes struggle to decode its applicability. Graduates enhance their standing by curating resumes that spotlight transferable skills such as data analysis, economic modeling, and policy assessment. Selecting portfolio projects showcasing practical problem-solving relevant to the new field and crafting cover letters that explicitly link economics training to employer priorities improve this translation process.
  • Implicit Bias: Hidden preferences may disadvantage economics degree holders when employers expect traditional backgrounds. Candidates should confront this by researching employer openness-leveraging alumni data and employee testimonials-actively networking, and demonstrating relevant certifications or hands-on project experience rather than relying on passive credential review.

Early-career pivots benefit from targeting firms with established cross-disciplinary hiring, identifiable through LinkedIn alumni tracking and recruiting insights. Building proven adaptability in these settings fosters credibility and smooths broader sector transitions over time.

Economics graduates exploring alternative pathways might also consider fields with overlapping skill demands, including emerging areas like cyber security degrees.

What Entry-Level Pivot Roles Are Most Accessible to Economics Degree Graduates?

Economics degree holders often transition into entry-level roles spanning various functions-each tapping into skills honed during their studies. These positions generally build on their analytical and quantitative strengths, enabling quicker career growth compared to those without similar credentials.

  • Operations Analyst: Core responsibilities include optimizing processes, interpreting operational data, and aiding supply chain or service functions. Requires data analysis, problem-solving, proficiency with quantitative tools, and project management basics. Typically reports to operations managers or business unit leaders. Economics training supports this role through expertise in econometrics and microeconomic frameworks that improve efficiency modeling.
  • Communications Coordinator: Handles messaging strategy, stakeholder communication, and information management. Demands strong writing, verbal skills, and the ability to distill complex economic topics. Reports to communications or marketing heads. Economics background enables clear translation of data insights and contextual awareness of economic trends.
  • Data Analyst: Focuses on cleaning and analyzing data, generating reports, and supporting data-driven decisions. Needs statistical software proficiency, visualization skills, and meticulous attention. Works under data science or business intelligence teams. Training in statistics and quantitative modeling directly applies here.
  • Policy Assistant: Conducts policy research, tracks regulatory changes, and helps draft proposals or reports. Requires analytical reasoning, research ability, and legislative process knowledge. Reports to policy analysts or government relations officers. Economics fundamentals in public economics and cost-benefit analysis strengthen policy evaluations.
  • Sales Analyst: Analyzes sales data, forecasts trends, and supports pricing strategies. Needs skills in sales data interpretation, CRM tools, and business insight. Reports to sales or business development managers. Market dynamics and pricing models knowledge from economics inform strategic decisions.
  • Product Analyst: Assesses product performance, collects user data, and provides insights to product teams. Requires data analytics expertise, user behavior interpretation, and collaboration abilities. Typically reports to product managers or directors. Economics training in market research and consumer behavior enhances product improvements.

Data from career trajectories consistently show that economics graduates with relevant internships or practical experience move from entry to mid-level roles within two to five years-often faster than peers lacking comparable skills. Employers tend to value the analytical foundation economics provides, viewing the entry pivot not as a reset but as a strategic gateway.

Graduates should prioritize pivot roles by assessing how well their competencies align with job requirements, alongside compensation prospects, promotion speed, and long-term career goals. Selecting positions that leverage the economics background while offering clear advancement pathways transforms the initial role into a purposeful step forward-not merely a fallback.

What Are the Highest-Paying Career Pivot Options for People With a Economics Degree?

Economics graduates aiming to maximize earnings through career pivots often find substantial pay differences influenced by industry structure, skill requirements, and compensation models. Core traditional roles such as policy analysis or academia generally lag behind more commercially driven sectors in total income potential.

  • Financial Services: Roles in investment banking, private equity, and asset management stand out for premium early- and mid-career earnings. Starting salaries already exceed typical Economics graduate pay, bolstered by generous bonuses linked to performance and firm profitability. Mid-career professionals see sizable base salary growth alongside equity-like profit-sharing incentives, reflecting the high-margin nature of these businesses.
  • Management Consulting: Corporate strategy and economic advisory consultancies offer competitive base pay and bonuses. Entry-level consultants receive performance-driven pay, while managers and partners benefit from significant increases tied to business impact. Advanced credentials such as MBAs often unlock higher compensation tiers due to the expertise and client management skills required.
  • Enterprise Technology and Data Science: Pivoting into tech roles like product management or data analysis provides strong compensation enhanced by equity grants. Early-career pay combines substantial base salary with stock options or restricted stock units. Mid-career professionals leverage both technical and economic insight for premium total rewards.
  • High-Growth Startups: Although riskier with initially lower base pay, startups compensate with equity potential and flexible benefits. This path demands a tolerance for uncertainty and broader skill sets beyond economic theory alone.

In contrast, public sector, nonprofit, and academic paths usually offer lower direct pay but more stable benefits and job security. Their funding constraints limit bonuses and equity opportunities.

Evaluating compensation requires a holistic view-base salary is only one piece. Annual bonuses, equity stakes, retirement plans, health coverage, professional development budgets, and remote work flexibility all contribute to total value. Developing financial literacy to compare these composites empowers graduates to assess offers accurately.

Targeting high-paying pivots often entails additional credentialing, networking, and time investment. Candidates should realistically balance the upfront costs-in money, effort, and delayed earnings-against long-term financial gains and career goals.

Which High-Growth Sectors Are Actively Recruiting Professionals With a Economics Background?

The fastest-growing employment sectors reaching beyond traditional roles offer promising opportunities for economics graduates by aligning with their analytical and strategic training. These sectors value expertise in market modeling, policy analysis, and data-driven decision-making-skills central to economics education rather than just growth metrics.

  • Technology: Rapid advances in fintech, AI, and data analytics demand economists to model complex markets, forecast consumer behavior, and guide pricing and risk management strategies within startups and established firms navigating digital transformation.
  • Healthcare and Biotechnology: Rising healthcare expenditure and innovation trigger needs for economic evaluation of health policies, cost-benefit research, and optimization of resources-roles where economics proficiency bridges medical science and policy impact.
  • Renewable Energy and Environmental Services: The global push for sustainability invites economists to assess the economic viability of clean technologies, design carbon trading systems, and interpret policy incentives-skills that make them essential in regulatory and startup environments.
  • Financial Services: Beyond banking, sectors like asset management, insurance, and cryptocurrency embrace economics graduates for risk modeling, quantitative analysis, and strategic forecasting amid ongoing digital disruption.
  • Government and Public Policy: Escalating infrastructure and social program investments require economists who can translate complex data into actionable budget and policy insights, providing mid-career pivot paths into public sector or consultancy work.
  • Supply Chain and Logistics: E-commerce expansion and global trade complexity create demand for economists skilled in demand forecasting and pricing strategy-enabling efficiency improvements and data-driven operation optimization.

Organizations in these expanding sectors often prioritize proven learning agility and analytical competence over traditional credentials, representing fertile ground for economics graduates pivoting careers. To leverage this, graduates should craft resumes emphasizing transferable skills and target employers demonstrating openness to diverse backgrounds.

However, balancing a greater volume of opportunity with compensation expectations and personal risk tolerance is crucial. High-growth sectors bring exciting prospects but can also involve increased job volatility, underscoring the importance of strategic planning in career transitions.

How Does Earning a Graduate Certificate Help Economics Degree Holders Pivot Successfully?

Graduate certificates offer economics degree holders a practical, efficient way to pivot careers by providing specialized training that complements their existing skills. According to the National Center for Education Statistics, these programs usually take six months to a year and cost significantly less than full degrees-averaging a few thousand dollars compared to the tens of thousands required for master's programs.

This affordability and shorter time frame make certificates an accessible credential for mid-career professionals or recent graduates seeking to enhance career flexibility quickly.

  • Credential Value: While certificates signal valuable upskilling, they typically carry less weight than full degrees. Their impact depends on program accreditation, employer recognition, and alignment with targeted pivot roles. economics graduates should evaluate certificates by examining alumni employment rates, employer feedback, and curriculum relevance to maximize benefits.
  • Popular Tracks: Common graduate certificate categories pursued by economics graduates during career pivots include data analytics-leveraging strong quantitative skills-project management, user experience research, public health, nonprofit management, and financial analysis. Labor market studies show certificates in data analytics and project management often yield salary increases between 8% and 15%, underscoring their strong labor market return.
  • When to Pursue: Timing matters for credential acquisition. Candidates may obtain certificates before applying to clear credential barriers, during job searches to showcase commitment, or after role placement as continuing education. Matching certificate pursuit to career pivot timing optimizes investment.

Not all certificates deliver equal returns. economics degree holders should weigh cost against expected benefits, prioritize accredited programs with proven employer endorsements and alumni success, and avoid low-value certificates. A 2023 survey by the National Association of Colleges and Employers found 62% of employers preferred candidates with specialized certificates for entry-level analytics and project management roles-highlighting the escalating importance of targeted certification.

For those exploring specialized leadership or organizational roles as part of their career pivot, reviewing the best organizational development master's programs online may provide further pathways for advancement beyond certificates.

Integrating these insights can empower economics graduates to make informed decisions about how graduate certificates enhance career pivots for economics degree holders seeking diverse and lucrative professional pathways.

What Role Do Professional Certifications Play in Validating a Economics Career Pivot?

Academic credentials like degrees offer foundational knowledge in economics, but they often lack the targeted signaling power required for career pivots into specialized industries. Professional certifications serve as industry-recognized credentials to support an economics career change-they function as labor market signals that validate specific competencies and are frequently required or preferred by employers outside core economics roles.

For certifications to provide a meaningful competitive advantage, they must align closely with the target field's expectations and be recognized by hiring managers. Otherwise, they may have limited impact on hiring outcomes.

Key certifications relevant for economics graduates pivoting into adjacent careers include:

  • Project Management Professional (PMP): Requires 4,500 hours of project leadership and 35 hours of formal project management education; preparation takes 3-6 months; exam fees about $555. Valued in consulting, corporate strategy, and operations.
  • Certified Analytics Professional (CAP): Combines education and experience prerequisites with a rigorous exam; preparation spans 3-6 months; costs near $495. Highly regarded for data analytics, market research, and business intelligence roles.
  • SHRM Certified Professional (SHRM-CP): Focuses on HR management; requires 1-2 years of HR experience and passing a competency-based exam; exam fees roughly $300-$400. Useful for organizational development and HR positions.
  • Salesforce Administrator: No formal prerequisites; preparation 1-3 months; exam costs around $200. Important in sales operations and client relationship management roles.

Other certifications like Certified Public Accountant (CPA), Chartered Financial Analyst (CFA), or Certified Business Analyst Professional (CBAP) can be significant depending on the chosen pivot. Economics graduates should research certification relevance by scanning job postings for credential requirements, reviewing LinkedIn profiles of professionals in desired roles, and conducting informational interviews to understand employer preferences.

Strategic timing of certification pursuit matters-candidates can boost their profile by referencing in-progress certifications on resumes and in interviews, signaling commitment and ongoing skill development even before official certification. This approach helps differentiate candidates in competitive fields.

For those considering more technical pivots, combining an economics background with a mechanical engineering degree or other STEM credentials can broaden opportunities further.

How Can Economics Degree Holders Leverage Freelance or Contract Work to Break Into a New Field?

Nearly 59 million Americans participated in freelance work in 2023, illustrating a robust gig economy that Economics degree holders can strategically harness to accelerate career pivots. Early-stage freelancers with this background often find opportunities in content development, research and data analysis, virtual assistance, communications consulting, and project coordination.

These roles align closely with core Economics competencies like analytical thinking, data interpretation, and effective communication, enabling graduates to build practical experience while showcasing relevant skills.

  • Content Development: Crafting sector-specific articles and reports helps demonstrate domain expertise and hones storytelling abilities-valuable for transitions into finance, education, and policy sectors.
  • Research and Data Analysis: Freelance projects leveraging quantitative skills provide tangible evidence of analytical rigor and problem-solving, which can greatly enhance a professional portfolio.
  • Virtual Assistance and Project Coordination: These tasks develop organizational and communication capabilities while expanding professional networks and gathering references essential for full-time roles.
  • Launching a Freelance Career: Choosing platforms that match target industries-whether general or specialized-is essential. Setting clear service offerings and competitive pricing reflecting one's current expertise supports early-stage growth. Turning freelance assignments into case studies and resume entries strengthens credibility for permanent employment.
  • Credential Leverage: An Economics degree validates analytical and economic literacy, elevating client trust. Demonstrating successful freelance outcomes further enhances this advantage.
  • Financial and Sector Suitability: Freelance pathways require flexible finances and tolerance for income variability. Some fields like government or regulated industries offer limited freelance options, suggesting tailored pivot strategies depending on career targets.

What Networking Strategies Are Most Effective for Economics Graduates Pursuing a Career Change?

Career changers with Economics degrees often face hurdles due to weak or nonexistent connections in their desired fields. Research from Harvard Business Review and MIT Sloan Management Review emphasizes that weak ties and referral hiring play crucial roles in successful job placements, making strategic networking essential. Here are five effective strategies tailored for Economics graduates pivoting careers:

  • Alumni Network Activation: Locate alumni from your Economics program who have transitioned into your target industry. Reach out with personalized messages citing your shared academic background to request guidance or informational interviews - this common ground increases response likelihood.
  • Professional Association Entry: Join relevant industry associations to connect with practitioners and access exclusive events. Take an active role by engaging in forums, attending workshops, and volunteering to build visibility beyond mere membership.
  • Informational Interview Campaigns: Approach professionals in your new field with respectful, clear requests. Use templates like, "I admire your career path in [field] and would value 20 minutes to learn from your experience," ensuring genuine interest without appearing self-promotional.
  • LinkedIn Strategic Connection-Building: Send customized invitations mentioning mutual interests or contacts. Consistently post insightful industry content to foster two-way engagement rather than generic connection attempts.
  • Community of Practice Engagement: Participate in or create groups centered on your future career area - from local meetups to online forums. Regular involvement cultivates credibility, trust, and opportunities for informal mentorship and referrals.

Common fears like imposter syndrome, rejection, or awkwardness in outreach can be lessened by using conversational frameworks. For example, initiate discussions with authentic compliments or career-related questions and focus on learning rather than self-promotion.

Establishing a structured networking routine boosts effectiveness. Dedicate weekly time slots to relationship-building, set clear outreach goals (such as contacting three new professionals weekly), and monitor progress using simple tools. This sustainable approach transforms networking from a stressful last-minute effort into a steady career asset.

According to LinkedIn's 2023 data, 85% of job placements still result from networking, underscoring why Economics graduates must adopt targeted, evidence-based networking to navigate successful career pivots.

What Graduates Say About the Best Career Pivot Options for People With a Economics Degree

  • Damian: "Graduating with an economics degree gave me a solid foundation in analytical thinking and quantitative skills-two competencies highly prized across industries. I found that pivoting into financial technology was surprisingly accessible, especially in roles like data analysis and product management. Taking additional certification courses in data science really boosted my credibility and opened doors quickly."
  • Cairo: "From my experience, the key to leveraging an economics background lies in how you frame your resume to showcase problem-solving and critical thinking. I took an introspective approach to networking-focusing on building genuine relationships rather than quick connections-and it paid off when opportunities arose in sustainable energy sectors. These fields are on the rise and offer promising long-term career growth for economics grads willing to adapt."
  • Deidre: "Reflecting on my journey, I've come to appreciate how versatile an economics degree is when coupled with the right credentials like financial modeling certificates. Entry-level roles in market research turned out to be a perfect career pivot due to my background. With deliberate strategy-balancing credential acquisition and targeted networking-I'm optimistic about reaching executive roles in emerging tech finance within the next decade."

Other Things You Should Know About Economics Degrees

How should economics degree holders reframe their resumes for a career pivot?

Economics graduates should emphasize transferable skills such as data analysis, critical thinking, and proficiency with quantitative tools. Highlighting relevant coursework in statistics, econometrics, or financial modeling helps tailor resumes for specific industries. Including internships or projects that demonstrate applied problem-solving or research capabilities can strengthen the case for pivoting roles.

What does the timeline for a successful career pivot look like for economics degree graduates?

A typical pivot can take anywhere from six months to two years depending on the complexity of the transition and additional training requirements. Graduates often need time to upskill, network, and gain relevant experience through internships or entry-level roles. Patience and steady progress-especially when a pivot involves entering competitive or technical fields-are crucial for long-term success.

How do graduate school options help economics degree holders formalize a career change?

Graduate programs such as an MBA, public policy, or data science offer structured pathways to develop specialized expertise beyond the core economics curriculum. These degrees provide access to industry networks, internships, and practical experience, which can validate new career directions. For many, advanced credentials signal commitment and readiness to employers seeking candidates with targeted knowledge.

How do economics graduates successfully pivot into technology-adjacent roles?

Economics graduates leverage their quantitative background and analytical mindset when moving into technology sectors like data analytics, fintech, or product management. Building skills in programming languages such as Python or SQL complements economic reasoning and enhances employability. Networking in tech communities and obtaining certifications can also accelerate access to these technology-adjacent positions.

References

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