The $47B Industrial Staffing Market Has
No AI Leader. Yet.
NH3 Jobs is building the precision hiring engine for food processing and cold storage maintenance — the only AI recruiting platform that understands ammonia refrigeration, PSM compliance, and equipment-specific candidate matching.
A Broken Industry Running on Rolodexes
2.1M
Manufacturing jobs projected unfilled by 2030. The talent gap in industrial maintenance is accelerating.
$1 Trillion
Potential economic cost from those vacancies in 2030 alone. Every unfilled maintenance role costs facilities $50K+/month in downtime risk.
4-6 Months
Average time to fill a skilled ammonia refrigeration tech position using traditional agencies. Our AI fills it in days.
Why Traditional Recruiting Fails Here
Generic recruiters can't distinguish a Vilter from a Frick — they send unqualified candidates
Agencies charge 20-30% of annual salary — $15K-$25K per placement
No existing platform tracks PSM compliance, equipment certifications, or ammonia charge experience
Candidates hate filling out forms — skilled tradesmen won't spend 30 minutes on an application
Jennifer — The Only AI Recruiter That Speaks Ammonia
A purpose-built AI recruiting agent trained exclusively on food processing and cold storage maintenance. She handles intake, qualification, and matching — in 3 minutes, not 3 weeks.
AI-Powered Intake
Jennifer interviews candidates and employers via text/chat. 3-minute intake captures 42 technical data points — certifications, equipment types, PSM experience, preferences.
Precision Matching Engine
Proprietary V4 matching algorithm scores candidates across per-discipline experience — ammonia years, electrical proficiency, management depth, equipment-specific fit.
97% Cost Reduction
$999 flat fee per position vs. $15,000-$25,000 agency fees. Zero percentage-based pricing. Facilities get pre-vetted, equipment-matched candidates in under a week.
Not a Pitch Deck. A Business.
128,000+
Maintenance Professionals In Network
200+
Facilities Served
50
States Covered
18
Years Industry Expertise
Massive Market. Zero AI Competition.
$47B
Industrial Staffing Market
The U.S. industrial staffing market is massive and fragmented across thousands of regional agencies with no technology moat.
42%
Gen Z Entering Trades
Gen Z is flooding into skilled trades to avoid student debt and AI job displacement. The candidate pipeline is growing.
0
AI Competitors in Niche
Paradox (Olivia) serves enterprise generic hiring at $75K+/year. Nobody owns AI recruiting for industrial maintenance.
Simple. Transparent. Scalable.
$999 Per Position
Flat fee. No percentage of salary. No retainer. Employers pay per role filled.
$0 For Candidates
Free for technicians. Always. This drives candidate network growth and loyalty.
Recurring Revenue
Facilities don't hire once. Average food processing plant fills 3-8 maintenance roles per year. Repeat customers are the business.
UNIT ECONOMICS
Three Moats. Getting Deeper Every Day.
Domain Intelligence
Jennifer understands PSM compliance tiers, CARO/CIRO certifications, Frick vs Vilter compressor systems, ammonia charge levels, and equipment-specific matching. No competitor has this.
Proprietary Database
128,000+ maintenance professionals with structured per-discipline experience data — ammonia years, electrical proficiency, management depth, equipment certifications. This data doesn't exist anywhere else.
Network Effects
More candidates attract more employers. More employers create more job matches. More matches generate more data. The matching engine improves with every placement.
18 Years on the Plant Floor
Jim Norris
Founder & CEO
18 years recruiting exclusively in industrial maintenance — ammonia refrigeration, food processing, and cold storage. Jim has personally placed hundreds of technicians and built relationships with facilities across all 50 states. He didn't learn this industry from a textbook — he learned it from 18 years of phone calls, plant visits, and matching the right tech to the right engine room.
NH3 Jobs is the result of automating that expertise with AI — taking everything Jim knows about what makes a great ammonia tech and encoding it into a system that can scale beyond one recruiter's Rolodex.
AI-Powered Operations
Let's Talk
NH3 Jobs is raising its seed round to scale engineering, marketing, and employer acquisition. If you're interested in vertical AI, HR tech, or the industrial trades economy — let's have a conversation.