Economic Development Without the Crystal Ball
Imagine the ribbon-cutting: oversized scissors, hard hats that have never met a construction site, and a promise of hundreds of jobs. Now imagine the less photogenic sequel: workers cannot reach the site, construction costs exceed the budget, and the county discovers that “shared risk” means it gets the bill.
That is the test of an economic development strategy. Not whether the announcement sounds impressive, but whether the project still works when the assumptions do not.
For cities and counties, the goal should not be to predict every economic turn. It should be to build a plan that can take one. That means connecting forecasts to decisions, partnerships to accountability, and investment to improvements people can actually feel.
Forecast for the Detour, Not Just the Destination
A forecast should be a weather report, not a prophecy. Use it to decide what to prepare for, not to pretend uncertainty has been evicted.
Start with a small dashboard tied to actual decisions: business openings and closures, permit turnaround times, employer hiring needs, commercial vacancies, and project bids compared with estimates. Record each measure’s source and update date. A beautifully designed dashboard of stale information is still a rearview mirror.
Then test three scenarios: expected conditions, a manageable slowdown, and a serious disruption. For a proposed business park, ask what happens if construction bids rise 15 percent or the anchor tenant delays opening by six months. These are illustrative stress tests, not predictions. Set the response in advance: phase construction, preserve a contingency, or postpone a commitment until demand is clearer.
Treat AI as a forecasting assistant, not an oracle. NIST’s AI Risk Management Framework calls for testing before deployment, ongoing monitoring, and defined human oversight, rather than assuming that a sophisticated system is a reliable one (NIST 2023). Before relying on an AI forecast, ask staff or vendors to show whether it improves on a simpler baseline and explain where it fails.
Build Partnerships That Survive the Honeymoon
A public-private partnership should come with more than a handshake and an architectural rendering. Start with the uncomfortable questions while everyone is still smiling.
Who pays if costs rise? What happens if demand falls short? Who maintains the asset, and what does the public owe if the agreement ends early? World Bank guidance identifies both direct payment obligations and contingent liabilities, including guarantees and termination commitments, as risks governments must assess and manage (World Bank n.d.).
Before choosing a partnership, compare its full-life public cost and service quality with a conventional public-delivery option. Publish a plain-language summary of the obligations, establish measurable service standards, and specify remedies for missed commitments.
For an infrastructure project, “success” might mean reliable service, affordable access, and maintenance completed on schedule. For a development agreement with job commitments, define which jobs count, what they pay, and how results will be verified. A promise of opportunity deserves a better measurement system than applause.
Buy the Solution, Not the Buzzword
Before buying another platform, identify the problem in one sentence. “Applicants cannot tell where their permit stands” is a useful starting point. “We need to leverage emerging technologies” is a purchasing order looking for a purpose.
Geographic information systems offer a practical place to start. The Census Bureau’s OnTheMap tool visualizes where workers live and work and supports transportation planning and economic development analysis (U.S. Census Bureau n.d.). Pair that information with local transit routes, available sites, and infrastructure capacity to ask a more useful question than “Where is land cheapest?” Ask, “Where can this project actually function?”
Imagine a promising employment site whose early shift starts before the first bus arrives. Before subsidizing another recruitment campaign, investigate whether transportation is the real hiring barrier.
Apply the same discipline to blockchain, AI, or any other fashionable tool. Require a specific advantage over a simpler alternative, a realistic maintenance budget, and an exit plan if the vendor relationship ends. Innovation should remove a headache, not give it a subscription fee.
Train for Paychecks, Not Just Certificates
Picture someone completing a training program, certificate in hand, only to discover that the available jobs require a different credential or a schedule they cannot manage. The program has produced a graduate. It has not yet produced an opportunity.
There is encouraging evidence for training tied to specific industries, but no reason to treat every program as a guaranteed win. MDRC’s 2025 randomized evaluation of WorkAdvance found that the St. Nicks Alliance program increased average earnings by 32 percent in the study’s tenth year; the other three providers did not show an impact on the study’s two primary outcomes that year, although all four had increased earnings at some point (Yusim et al. 2025). The lesson is to demand evidence of results, not simply a persuasive course catalog.
Bring employers into program design before recruitment begins. Ask them to identify actual openings, required skills, starting wages, and advancement paths. Seek concrete commitments, such as paid work experience or interviews for qualified completers, rather than a logo on the brochure.
Budget for the practical obstacles, too: transportation, childcare, equipment, and scheduling. Track completion, relevant job placement, retention, and earnings at six and twelve months. Ask participants what prevented them from taking the next step, then use those answers to improve the program.
Make Sustainability a Budget Decision
Before approving a development, ask an unglamorous question: what will it cost to keep this place usable? Include energy, maintenance, drainage, insurance, and disruption in the answer, not just construction.
The National Institute of Building Sciences’ 2019 analysis estimated that the federally funded natural-hazard mitigation investments it studied would produce about $6 in benefits for every $1 spent, including avoided property damage, casualties, and business interruption (NIBS 2019). That is an aggregate estimate for the studied investments, not a guaranteed return on every local project (NIBS 2019).
Use that evidence as a reason to investigate, not a substitute for local analysis. Compare options over their useful lives, test them against local hazards, and identify who will maintain them. Evaluate energy efficiency, renewable power, and green infrastructure against the actual needs of the site.
The cheapest opening-day price should not win automatically. Sometimes the smartest economic development investment is the one that keeps an existing business open when the weather turns ugly.
Invite Residents Before the Decisions Are Laminated
If the first public meeting presents a nearly finished plan, call it a presentation. Calling it collaboration does not make the decisions any less finished.
The EPA’s public participation guidance recommends seeking input at points where it can genuinely influence a decision and being clear about how much influence the public will have (U.S. EPA n.d.). Put that principle into practice before choosing sites, setting priorities, or committing funds.
Ask specific questions. Which intersection makes the commute difficult? What prevents a home-based business from expanding? Would a proposed redevelopment help existing businesses stay, or make staying harder?
Offer several ways to respond, including short surveys, conversations at community locations, and meetings at different times. Do not confuse the people available on Tuesday at 2 p.m. with the whole community. Publish a brief “You said; we changed; here is what we could not change and why” summary so participation leaves a visible trail.
Turn the Plan into Something Someone Owns
The Economic Development Administration’s guidance pairs a strategic action plan with an evaluation framework and emphasizes a strategy’s usefulness for regional decision-making (U.S. EDA n.d.). Put that standard to work by giving each priority an owner, a deadline, a resource commitment, and a measure of success.
Start with one 90-day improvement rather than twelve ambitions competing for the same staff. Choose a stubborn permit bottleneck, a training-to-employment gap, or a vulnerable commercial corridor. Establish the baseline, test a manageable change, and decide in advance what evidence would justify expanding, adjusting, or stopping it.
If you lead a department, make room for that test and name the person responsible. If you are early in your career, bring one useful finding to the next meeting: an unexplained delay, an overlooked transit gap, or a resident concern that has not reached the spreadsheet. You do not need to own the entire strategy to make it more honest.
Before the next planning meeting, choose one assumption to test, one person missing from the conversation, and one result you will measure. The future does not need another glossy document. Give it a plan with its sleeves rolled up.
References
National Institute of Building Sciences (NIBS). “Federal Grants Provide a $6 Benefit for Each $1 Invested.” 2019.
National Institute of Standards and Technology (NIST). Artificial Intelligence Risk Management Framework (AI RMF 1.0). NIST AI 100-1. January 2023.
U.S. Census Bureau. “Data Gem Series: Visualizing Jobs and Labor Force Data with OnTheMap.” n.d. Accessed September 22, 2026. Census Academy.
U.S. Economic Development Administration (U.S. EDA). “CEDS Content.” n.d. Accessed September 22, 2026. CEDS Content Guidelines.
U.S. Environmental Protection Agency (U.S. EPA). “Public Participation Guide: Introduction to Public Participation.” n.d. Accessed September 22, 2026. Public Participation Guide.
World Bank. “Public Financial Management Frameworks for PPPs.” n.d. Accessed September 22, 2026. Public-Private Partnership Resource Center.
Yusim, Aleksandra, Kelsey Schaberg, Betsy L. Tessler, and Alexandra Ubalijoro. Effects of Sector-Focused Training After 10 Years: Findings from the WorkAdvance Evaluation. MDRC, September 2025.
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About the Role Conduct preliminary and follow-up investigations of alleged violations of the City’s Rent Stabilization Ordinance (RSO) and/or Housing Code. You will gather and evaluate evidence, inspect properties, interview tenants and landlords, prepare legal cases for the City Attorney’s Office, negotiate settlements, and represent the City at public events. You may also act as a head investigator or supervise investigative support and public counter staff. Key Responsibilities Investigations & Inspections: Investigate RSO and Housing Code violations through property inspections, witness interviews, and evidence gathering. Legal Case Preparation: Compile, evaluate, and organize legal documents; conduct legal research; and prepare oral and written reports on investigative findings. Enforcement & Settlement: Prepare legal cases for referral to the City Attorney’s Office Criminal Division; negotiate complaint settlements and case closures with landlords and tenants. Public Representation & Leadership: Represent the City at public events to provide information about the RSO; act as a head investigator reviewing team work or supervise investigative support staff. Minimum Qualifications Meet one of the following: Bachelor’s Degree + Professional Experience: Graduation from an accredited four-year college/university + 1 year of full-time paid professional experience (meaning the position itself required a 4-year degree) investigating complaints, conducting inspections/interviews, researching laws, evaluating evidence, preparing reports, and compiling legal documents for civil/criminal enforcement. Paralegal Certificate + Experience: A paralegal certificate from a U.S. training program + 1 year of full-time paid paralegal experience investigating complaints, evaluating evidence, and preparing legal documents for civil/criminal enforcement. General Experience: 4 years of full-time paid experience performing the duties described above, with at least 1 year related to civil or criminal enforcement actions. Special Requirements & Strict Document Rules Driver’s License: A valid Class C California driver’s license is required. Disqualification will occur if the DMV record within the last 36 months reflects 3+ moving violations/at-fault accidents, or a major violation (DUI/DWI). CRITICAL Document Submission: Requirement #1: MUST list school name, location, degree type, and major in the Education section of the application. Requirement #2: MUST attach a copy of the paralegal certificate to the online application BEFORE submitting. Documents attached after submission will NOT be credited. Preferred: Experience in Housing Law is highly desired. Transcripts: Applicants may attach a copy of their qualifying degree and transcripts in the Attachments section to expedite the verification process. Selection Process & Test Dates Examination: Advisory Essay (Online) + Interview (100% weight). Advisory Essay: Administered online. Must be completed with substantive responses to all questions to be invited to the interview. Failure to complete it results in failure of the entire exam. Interview: Evaluates Analytical Ability, Interpersonal Skills, Written Communication, Fact Finding (investigative/interviewing techniques), and Job Knowledge (mediation, confidentiality). May be held in Los Angeles or online. Anticipated Test Schedule: Apply Mar 20, 2026 – Apr 2, 2026: Essay: May 11–18, 2026 | Interview: June 8–18, 2026 Apply Mar 19, 2027 – Apr 1, 2027: Essay: May 10–17, 2027 | Interview: June 7–17, 2027 Passing Score: A final average score of 70% or higher is required to be placed on the eligible list. Restriction: You may take this examination only once every 18 months. How to Apply & Application Deadlines Filing Period 1: Friday, March 20, 2026 to Thursday, April 2, 2026 Filing Period 2: Friday, March 19, 2027 to Thursday, April 1, 2027 How to Apply: Applications are ONLY accepted online at governmentjobs.com/careers/lacity. Note: The examination may close without prior notice once a sufficient number of applications are received. Applicants are urged to apply early! Employment Details Benefits: Employee benefit coverage (health, dental, life insurance) commences approximately six weeks after your original regular appointment. Disaster Service: All City employees are required to be Disaster Service Workers. EEO & Accommodations: The City of Los Angeles is an equal opportunity employer. Reasonable accommodations for disabilities can be requested by completing the Disability Accommodation Form within 14 calendar days of application submittal.
ABOUT THE ROLE The Town of Lexington is seeking a qualified Economic Development Director to join the Land Use, Housing and Development Department. This full-time position is responsible for managing economic development operations and fostering a culture of diversity, equity, and inclusion within the community. The Director will develop and implement economic development strategies in close coordination with the Assistant Town Manager for Development, Planning Director and staff, property developers, property owners, and other business leadership. The role aims to enrich the character and quality of life in Lexington by serving all constituents and promoting diversity in the workforce. KEY RESPONSIBILITIES - Manage Economic Development operations for the Town of Lexington. - Develop and implement comprehensive economic development strategies. - Coordinate with the Assistant Town Manager for Development and Planning Director/staff. - Collaborate with property developers, property owners, and business leadership. - Promote, respect, and accommodate diversity in the workforce to best serve all constituents. - Oversee supervision, budgeting, and marketing initiatives related to economic development. MINIMUM QUALIFICATIONS - Master’s degree, MBA, or equivalent. - Five to seven years of increasingly responsible experience in economic development. - Experience in local government is preferred. - Experience in supervision, budgeting, and marketing. - Equivalent combination of education, training, and experience may be considered. PREFERRED QUALIFICATIONS - Experience in local government economic development. SPECIAL REQUIREMENTS - Commitment to fostering, cultivating, and preserving a culture of diversity, equity, and inclusion. - Ability to collaborate effectively with various stakeholders including town officials, developers, and business leaders. SELECTION PROCESS - Position remains open until filled. - Review of submitted application forms, cover letters, and resumes. HOW TO APPLY - Obtain a complete job description and the town’s required application form online at www.lexingtonma.gov/311/Current-Job-Openings. - Submit the following documents: - Town application form (required) - Cover letter - Resume - Submission methods: - Email: jobs@lexingtonma.gov - Mail: Town of Lexington, Human Resources Department, 1625 Massachusetts Avenue, Lexington, MA 02420 - For questions, call 781-698-4590. EMPLOYMENT DETAILS - Community: Lexington, MA - Region: Greater Boston - Position Type: Full-time - Operational Area: Community Development (Planning, Building, Economic Development) - Department: Land Use, Housing and Development Department - Status: Open until filled
ABOUT THE ROLE The City of McMinnville is hiring an Associate Housing Planner to perform advanced work in city planning, including current and long-range planning, developing land use ordinances and comprehensive plans, review of development proposals, and implementation of land use and related policies. This journey-level position involves investigating, analyzing, and developing reports and recommendations pertaining to zoning and land use planning. KEY RESPONSIBILITIES - Conduct and manage housing planning initiatives, comprehensive planning projects, periodic review, and housing capacity analysis. - Serve as lead staff for the Affordable Housing Committee and administer the Affordable Housing Construction Excise Tax program and Fund. - Conduct research, gather and interpret data, prepare reports, and maintain housing and planning databases. - Evaluate land use applications and site plans for compliance with local, state, and Federal laws. - Act as project manager for assigned land use applications through the approval process. - Provide customer service by checking zoning regulations, conducting on-site inspections, and providing information to the public and professionals. - Provide staff support to the Planning Commission and various other commissions and committees. - Write and administer grants for housing planning projects. - Make presentations to the City Council, citizen groups, and committees. MINIMUM QUALIFICATIONS - Any equivalent combination of education and experience providing the required knowledge, skills, and abilities. - A typical way to qualify is a master's degree in urban planning, landscape architecture, or a related field AND at least 2 years of experience as a professional land use planner for a government or private entity, or closely related experience. - Knowledge of data gathering, research techniques, citizen survey tools, land use policy formulation, and planning applications for land use theory, urban design, economics, and land use law. - Ability to use advanced math tools, conduct on-site inspections, analyze data, speak publicly, and draft ordinances and resolutions. SPECIAL REQUIREMENTS - Preferred qualifications include Certification in the American Institute of Certified Planners (AICP). - Preferred experience in current planning, comprehensive planning, urban design issues, and GIS/graphic skills. - Applicants with GIS experience may be assigned GIS-related responsibilities such as developing and maintaining ArcGIS Online map services and researching GIS data. - Must possess a regular ability to use dexterity and fine motor skills and continuous use of office equipment. - Position requires some responsibility for driving. SELECTION PROCESS - Finalists will be subject to a computerized criminal history check. Adverse background information could result in withdrawal of a conditional job offer. - The City does not offer visa sponsorship. Must complete I-9 form within three days of hire confirming authorization to work in the US. HOW TO APPLY - Submit application through the online application system at governmentjobs.com/careers/Mcminnville. - Required documents must be provided at the time of application. Remove personal protected information from documents. - For best consideration, apply by the first review date on Monday, September 21st. - Veterans may request preference by electronically attaching required documentation (DD Form 214/215 or VA letter) at the time of application. EMPLOYMENT DETAILS - Employer: City of McMinnville - Department: Community Development - Division: Planning - Job Type: Full-Time - Location: Community Development Center | 231 NE 5th St., McMinnville, OR - Opening Date: 08/05/2026 - Closing Date: Continuous