Free government career and small business programs
Official federal, state, and local programs — training funds, SBA guidance, and labor market data.
63 resources filed here — every one is completely free. Open these in the Resource Hub to filter by collection, type, or price.
What you'll find on Government (.gov)
Publicly funded and free by design: training dollars, small business counseling, and the labor data that tells you which roles are actually growing near you.
Training funds and workforce programs you may already qualify for
SBA and SCORE counseling at no cost
Official wage and outlook data for your city and role
63 of 63 free · Curated and reviewed personally by Justin Smith
Build a lender-ready business plan section by section, for free.
In plain terms: This free government guide helps you research, structure, and write a business plan from start to finish. You can use downloadable templates and federal market data to calculate startup costs and create a plan for lenders.
From the site: Plan to make your great idea into a great small business using SBA’s data and trend resources, business plan templates and startup cost calculator. Market research and competitive analysis Write your business plan Calculate your startup costs Establish business credit Fund your business Buy an existing business or fra…
Why I recommend it: If you want a loan or a grant, you need this document. Start rough, refine later.
Comprehensive national guide covering counseling, training, capital, contracting, disaster assistance, and business advocacy resources, with local editions available.
Why I recommend it: Download your state's edition — the local contact list in the back is the useful part.
Free job search assistance, skills assessments, and referrals to funded training for unemployed and underemployed workers, delivered locally under federal WIOA law.
Why I recommend it: The federal overview of how the system works — useful for knowing what you are entitled to before you walk in.
The US National Security Agency's AI Security Center: published guidance, joint advisories and best-practice sheets on securing AI systems against attack. Free to read and download.
Why I recommend it: Practical, specific security guidance you can hand to a technical team. It is written from a national-security standpoint, so priorities reflect government threat models more than everyday consumer risk.
Official Bureau of Labor Statistics release on labor productivity, output, hours worked, and unit labor costs across the US economy, updated each quarter.
Why I recommend it: This is the primary source behind most AI-and-productivity headlines. Cite the actual numbers in interviews instead of the news summary.
The state labor department's full library of free New Jersey labor market publications: economic outlooks, employment and industry reports, emerging occupations, business employment dynamics, and monthly labor market updates.
Why I recommend it: Details: Free, current, and specific to New Jersey and the surrounding region. Use it to name real industries and wage ranges in interviews and business plans instead of guessing.
Federal agency dedicated exclusively to the growth of minority-owned businesses, funding a national network of Business Centers offering free counseling on capital, contracts, and markets.
Why I recommend it: Their Business Centers are the fastest route to contracting and capital introductions.
Federal fund that certifies and invests in Community Development Financial Institutions delivering affordable capital to underserved small businesses and communities nationwide.
Why I recommend it: Use their directory to find a certified CDFI lender near you before you try a big bank.
The official job board for US federal government positions. Free; federal applications use a specific resume format, so read the how-to-apply section on each posting.
The U.S. federal agency that protects consumers in financial markets. Its site offers complaint tools, consumer guides on credit, debt, mortgages and banking, and enforcement actions — including growing coverage of AI in financial services. The site blocks automated checks, but it is a free public government resource.
An April 2026 U.S. Department of Labor announcement of a national contracting opportunity to integrate artificial intelligence skills into Registered Apprenticeship programs. The Employment and Training Administration initiative seeks to expand AI-related training, modernize apprenticeship programs, and build AI literacy and technical skills across industries, aligning with the department's AI Literacy Framework and the Make America AI-Ready initiative.
Why I recommend it: If you want to move into AI-adjacent work without a four-year degree, Registered Apprenticeships are one of the few earn-while-you-learn paths, and this initiative is the signal that AI skills are now part of that pipeline. Watch your state's apprenticeship sponsor list for AI-related openings.
A free US government hub (IMLS) with guides and toolkits for finding, understanding, evaluating and sharing information — built for libraries, classrooms and home use.
Why I recommend it: Solid, non-commercial material for spotting misinformation and AI-generated content; aimed at librarians but usable by anyone.
New Jersey Department of Labor guide to Workforce Pell, a new federal program that extends Pell Grant money to short-term job training programs. Explains who qualifies (FAFSA, financial need, diploma or GED), approved programs, and FAQs.
Why I recommend it: Free government guide. The grant can pay for short job training, but you must qualify through the FAFSA and pick a state-approved program. Mainly for New Jersey residents.
#financial aid#job markets#job training#new jersey#pell grant#workforce development
Peer-reviewed paper in Entropy (28 May 2024) by Hartmut Neven and Adam Zalcman of Google Quantum AI with Christof Koch of the Allen Institute and others, proposing that conscious experience arises whenever a quantum superposition forms, and laying out quantum-biology experiments to test the idea. Open access; the full text is free at PubMed Central (PMC11203236).
Why I recommend it: Useful when someone claims AI is or isn't conscious: this is what a serious proposal on the question actually looks like — a conjecture with proposed experiments, not a verdict. Note the authors' own disclosures: two work for Google and one has a financial interest in a consciousness-measuring device.
US Census Bureau working paper (CES 26-56, September 2026) by Cody Orr, Lee C. Tucker and Lawrence Warren, using administrative records covering about 29% of US bachelor's degrees conferred 2016-2024. Graduates in the most AI-exposed tenth of majors saw their chance of being employed in the quarter after graduation fall five percentage points, and first full-quarter earnings fall thirteen percent, starting immediately after ChatGPT's release in late 2022. The earnings hit is comparable to graduating into a large recession. About half came from lower pay inside the same industries, the rest from graduates shifting into lower-paying sectors such as restaurants and retail. The effect shrinks to about five percent two years out but does not disappear for the most exposed majors.
Why I recommend it: This is the strongest evidence yet that AI has already moved entry-level pay, because it uses actual wage records rather than employer statements or surveys. Two things to hold onto: the paper says plainly it has not been through Census Bureau review and is not an official position, and exposure is measured by what a major typically leads to, not by whether any particular employer used AI. So it tells you which fields got harder to enter — not that a machine took a named job.
#ai and jobs#automation#career planning#census bureau#college graduates#earnings#economics#entry level#job markets#labor market#research
NASA's official Pathways program: paid internships, recent-graduate placements and fellowships across every NASA centre, with conversion to permanent federal roles for students who complete the program.
From the site: Spring 2027 Pathways Internship applications will open on September 21, 2026, and close on September 25, 2026. Spring 2027 internships will begin January 25,
Why I recommend it: Federal hiring runs on its own calendar — Pathways openings post on USAJOBS in short windows, so check this page monthly rather than once.
A no-cost SBA webinar on protecting a small business from common cyber threats: the tricks attackers use, simple security steps, and where to get help.
Details: Free, plain-language and aimed at owners rather than IT staff. A sensible hour if nobody at your business owns security.
Official federal hiring program offering paid internships and entry-level pipelines into federal agencies for current students and recent graduates.
Why I recommend it: Federal internships are paid, structured, and often lead directly to a full-time offer — worth knowing about even if you have never considered government work.
City-funded training and recruitment support program that helps NYC employers hire, train, and retain local talent for entry-level and middle-skill roles.
Why I recommend it: A strong local resource for NYC-based entrepreneurs and hiring managers who want subsidized training pipelines rather than guessing at recruitment budgets.
New York City's citywide racial equity plan, laying out agency commitments, hiring and contracting goals, and measurable targets for closing economic and employment gaps.
Why I recommend it: Read the workforce and procurement sections. City equity plans often name specific programs and set-asides you can apply to directly.
Official NJ Department of Labor data hub: industry and occupational employment projections, wages, and county-level labor statistics.
Why I recommend it: Before you commit to a training program, check the projections and wage data for that occupation in your state. This is the free source that tells you if the demand is real.
Pre-apprenticeship program for young adults 16-24 who left school without a diploma, combining paid construction and trade training with GED completion through local community organizations.
Why I recommend it: Paid training plus a diploma path in one program. Ask the local site about their next enrollment cycle.
Free residential and non-residential career training and education for people ages 16-24 from low-income backgrounds, including housing, meals, and a living allowance during training.
Why I recommend it: The housing and stipend piece is what makes this work for people who cannot train and pay rent at the same time.
Official federal directory for finding your state's Economic Development Districts and Economic Development Organizations (EDOs/EDCs) — pick a state and get the local contacts.
Why I recommend it: Your local EDO often knows about grants, incubators, and lender contacts long before they show up online.
Free employment support, training, and job placement services for adults receiving Social Security disability benefits.
Why I recommend it: Free services and protections that let you try work without immediately losing benefits. Pair it with your state vocational rehabilitation agency.
New Jersey grants, loans, and technical assistance for small businesses and startups.
Why I recommend it: Check the open programs page monthly — NJEDA funding rounds open and close fast, and eligibility is narrower than the headline suggests.
Free business training, counseling, and mentoring for veterans, service-disabled veterans, National Guard and Reserve members, and military spouses.
In plain terms: This program offers small business support for veterans, service members, and military spouses. You can connect with a local center to attend workshops, get one-on-one counseling, and receive help writing a business plan.
Why I recommend it: Military spouses qualify too — a lot of people miss that.
The primary federal agency supporting small businesses through counseling, training, capital access, and government contracting assistance.
In plain terms: This federal website helps you start, fund, and grow a small business. You can explore loan options, find local counseling and training, and get certified for government contracting opportunities.
Why I recommend it: Start here for the official rules, then use SCORE or an SBDC for a human to walk you through them.
Free one-on-one business advising and low-cost training through a nationwide network hosted at universities and colleges.
In plain terms: This tool helps you locate nearby centers that offer personalized business advising and training. You can work with advisors to develop business plans, manage finances, and access capital to start or grow your company.
Why I recommend it: Free advising with real financial help — find your local center and book an appointment.
SBA-funded centers providing training and counseling to women entrepreneurs, with special focus on those who are socially or economically disadvantaged.
In plain terms: This tool helps you find local, government-supported centers that assist women entrepreneurs. You can reach out to a nearby center to get business counseling, training, mentoring, and funding advice to start or expand a business.
Why I recommend it: If you're a woman starting out, this is often the warmest first door.
What the ADEA actually protects, what employers may and may not ask, and how to file if a line is crossed.
In plain terms: This guide explains federal rules protecting workers and job seekers age 40 and older from age discrimination. You can use it to recognize illegal workplace practices, check reporting deadlines, and learn how to file a complaint.
Why I recommend it: Know the line. Most age bias is not illegal questioning, but it helps to recognize when it is.
What card networks, processors, and fees actually are, so you can compare point-of-sale and payment options without guessing.
In plain terms: This government guide explains how prepaid cards and accounts work, including their fees and rules. You can use it to compare payment options, protect your wages, and learn your rights if a card is lost or stolen.
Why I recommend it: Understand interchange and flat-rate pricing before you sign a processor contract. The difference is real money at low volume.
The IRS test for classifying workers, plus what a 1099 filing actually requires of you as the payer.
In plain terms: This official IRS guide explains the rules for determining whether a worker is an independent contractor or an employee. Use it to understand tax obligations, classify workers correctly, or find forms to report a misclassification.
Why I recommend it: Misclassifying a worker is one of the most expensive small mistakes a new owner can make. Read this before you pay anyone.
Sole proprietor, LLC, S corp, or partnership — what each means for taxes, liability, and paperwork.
In plain terms: This guide explains the differences between business structures like sole proprietorships, LLCs, and corporations. You can compare how each option affects your taxes, personal liability, and paperwork before you register your business.
Why I recommend it: Read this before paying a service to form an entity for you. Many owners need less than they are sold.
How to find the federal, state, and local licenses your business type needs, including industry-specific permits.
In plain terms: This government guide outlines the basic legal and operational steps needed to launch a small business. You can use it to research local regulations, choose a business structure, and identify the licenses and permits you need.
Why I recommend it: Local rules trip people up more than federal ones. Check your city and county pages too.
Step-by-step guide to hiring your first employee: EIN, state registration, payroll taxes, and required posters.
In plain terms: This government guide outlines the basic legal and financial steps for hiring workers. You can use it to set up payroll, complete required tax forms, and follow federal and state employment laws.
Why I recommend it: Your first hire is a paperwork event as much as a people event. This is the checklist.
Official USAJOBS instructions for the federal resume format — required details, hours per week, and the length federal HR actually expects.
In plain terms: This official guide explains how to upload or build a resume on USAJOBS. You can use it to follow federal formatting requirements and save up to five resumes to your profile.
From the site: Official guidance on building and uploading a federal resume in USAJOBS.
Why I recommend it: Federal resumes break the one-page rule on purpose. Follow their format exactly.
California's 2025 law requiring large frontier AI developers to publish safety frameworks and report critical safety incidents. Full text on the California Legislature's site.
Colorado's 2024 law on high-risk AI systems, requiring developers and deployers to use reasonable care to avoid algorithmic discrimination. The official site blocked the automated check, but this is a public law.
The January 2025 U.S. executive order setting federal AI policy toward maintaining American leadership in AI, which revoked the 2023 AI executive order. The official site blocked the automated check, but this is a public document.
Home page of NIST's Center for AI Standards and Innovation, the U.S. government office working with industry on AI measurement, evaluations and standards.
The U.S. Mission to the United Nations' intervention at a UN Security Council meeting on artificial intelligence and international security, setting out the U.S. position on how AI should be governed in the security sphere. Note: the mission site blocks automated checks, so this description is based on the page title and context rather than a fresh read.
Why I recommend it: Governments are writing the rules for AI in real time. Reading one primary statement like this beats ten opinion pieces about what governments might do.
The California Secretary of State's official voter guide page for Proposition 40, with the legislative analyst's summary and arguments for and against.
Why I recommend it: The official source — the "for" and "against" arguments are written by campaigns, so read both.
The US government's public library of cybersecurity standards, guidance and publications, including the SP 800 series, project pages, news and events.
From the site: CSRC provides access to NIST's cybersecurity- and information security-related projects, publications, news and events.
Why I recommend it: Free and public, no account needed. This is the primary source behind most security "best practice" advice you will read elsewhere, so cite it directly rather than a blog summarising it.
U.S. Census Bureau analysis of how many American businesses actually report using AI, broken out by industry and firm size — primary source data rather than survey hype.
Why I recommend it: When someone tells you every company is using AI now, this is the free federal data you check it against. Useful ammunition in interviews and in your own planning.
A regional analysis of well-paying occupations with a bright outlook and lower educational barriers to entry, covering New Jersey, Pennsylvania, New York, Maryland, and Connecticut.
Why I recommend it: Details: Start in the Key Regional Findings section, then jump to your state chapter. These are the roles that pay well, are projected to grow, and do not require a four-year degree — a shortlist worth building a plan around.
New York City's hub for free business courses, financing help, certification, and compliance support.
Why I recommend it: Start with a free NYC Business Solutions Center appointment — a human walks you through licensing and financing options in one sitting.
Plain-language rundown of which insurance types a small business actually needs — general liability, workers' comp, property, and more.
In plain terms: This government guide explains the different types of insurance coverage small businesses need to protect their assets. Use it to learn how policies like general liability and workers' compensation work so you can choose the right coverage for your startup.
Why I recommend it: Start here before you buy anything from a broker. Knowing the four basic policy types keeps you from being upsold.
Sen. Bernie Sanders's office publishes his prepared remarks arguing for federal regulation of artificial intelligence. A politician's own statement, not independent analysis.
Bill introduced Sept. 23, 2026 by Sen. Sanders and Rep. Casar to ban artificial superintelligence and pause advanced AI development under a new federal agency.
Why I recommend it: A proposed bill, not law. The PDF blocked my automatic check; the details come from the senator's press release.
Five plain-language protections people should expect from automated systems — safe systems, protection from discrimination, data privacy, notice and explanation, and a human alternative — each with a section on what organisations should do.
From the site: Among the great challenges posed to democracy today is the use of technology, data, and automated systems in ways that threaten the rights of the American public. Too often, these tools are used to limit our opportunities and prevent our access to critical resources or services. These problems are well documented. In…
Why I recommend it: Led by Alondra Nelson at the White House science office in 2022. It was never binding and has since been removed from whitehouse.gov, so this link goes to the official archive — still the clearest short statement of what people are owed.
The US government's voluntary framework for identifying and managing AI risk, plus its playbook of concrete practices. Free.
Why I recommend it: The one your employer's legal team is most likely already citing. Useful vocabulary if you want to raise AI risk at work and be taken seriously.
A federal, downloadable PDF negotiation guide developed for the DOL's Transition Employment Assistance for Military Spouses (TEAMS) program, broadly applicable beyond its original military-spouse audience.
Why I recommend it: Written for military spouses, but the scripts and framing work for anyone re-entering the workforce or switching careers. Download it before your next offer conversation.
Full Spanish-language OSHA handbook for small businesses: how to build a safety and health program, run self-inspections with detailed checklists, fix common hazards (electrical, ergonomics, fire, exits, chemicals, machinery), meet posting and recordkeeping rules, and request free on-site consultation.
Why I recommend it: The deeper Spanish-language companion to the fact sheet. Share it with owners and crews who work in Spanish — the self-inspection checklists can be lifted straight into your own safety program.
Plain-language OSHA fact sheet covering what a brand-new employer must do: provide a hazard-free workplace, keep injury and illness records, post the required OSHA notice, train workers on hazardous chemicals, and where to get free on-site consultation help.
Why I recommend it: Read this before you hire your first employee. Most first-time founders miss the required workplace notice and the injury log, then get surprised later. The free OSHA On-Site Consultation program is the part almost nobody uses and everybody should.
