PMPA Craftsman Cribsheet #128:
Why Do We Say Tenths Instead of Ten Thousandths

Published June 1, 2024

By David Wynn, Technical Services Manager, PMPA

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Why do we say “tenths” in our shop vernacular? What is a tenth? Why do we call it that? Why do non-machinists get so confused? This topic often comes up in face-to ­face conversations and online. Who has not been told by some well­ meaning “civilian” that “It is not a tenth, its one ten­ thousandth. Tenths are the first place after the decimal:’ Let’s look at why tenths are the correct descriptor. In a precision machining shop that runs on Imperial units (inch/foot), we routinely dimension and speak of dimensions in thousandths of an inch.
The confusion starts when people think in base inch. For instance, 0.100″ is not a tenth of an inch; it is 100 thousandths. In Imperial measurements, we often think in fractions of an inch: 1/4″, 1/16″ and 1/64″. In the early days, when working with small numbers in North America, our language changed to base our measurement on thousandths (0.001″) rather than those awkward fractions which were too large for our work. While those not in precision machining start at an inch (LO”), machine shops see the world as l.Oe-3″. When someone says
“a couple more;’ they mean they want 0.002″. It is a request to make the diameter bigger by 0.002″ or the hole deeper by 0.002″. It is our common vernacular to speak in base
l.Oe-3″. Tenths in inch base thinking (non-machinist thinking): 1.0″ x .1 = l.Oe-1″ or 0.100″. When people who have never worked in a shop think tenths, they think tenths of an inch. This is what they learned in school. Below I will show it is because we think in a different base, which is why tenths is correct language.
Tenths in machine shop language ( thousands base thinking): l.Oe-3″ x 0.1 = l.Oe-4″ or 0.0001″. A tenth of our base unit l .Oe-3 (0.001″ or 1 thousandth of an inch) in a shop is 0.0001”. The math above proves it. Now you have proof the next time someone tells you tenths is not correct language. Language is a funny thing. When we lose the context to why we say things, they can begin to look incorrect. When we know the history and understand the root meaning of words, we can find that our language is correct. Words have meaning, and it is important to understand that meaning. The foundation of society is that we can communicate clearly. To do that, we have to understand this meaning of our language to drive home our points with accuracy and precision. When a machinist says “tenth;’ they are saying 0.0001″ or 1/ 40th of the thickness of a sheet of paper, which typically measures about 0.004”.

 

 

Author

David Wynn

David Wynn, MBA, is the PMPA Technical Services Manager with over 20 years of experience in the areas of manufacturing, quality, ownership, IT and economics. Email: gro.apmp@nnywd — Website: pmpa.org.

STATE OF MANUFACTURING – Tennessee Manufacturing

by Joe Jackson

Marketing & Events Assistant, PMPA

Published June 1, 2024

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Fabricated Metal Products Manufacturing is a subsector of manufacturing that makes critical goods from metal components.

Precision Turned Products Manufacturing is a subsector of fabricated metal product manufacturing that makes the components that MAKE IT WORK!

 

TENNESSEE ECONOMIC OUTPUT

Tennessee Manufacturing
NAICS 31-33
$62,130,000,000

Fabricated Metal Product Manufacturing
NAICS 332
$8,731,315,000

Precision Turned Product Manufacturing
NAICS 332721
$134,476,000

TENNESSEE MANUFACTURING ACCOUNTS FOR

Manufacturing Is Productivity –14.97% of Tennessee’s total output (GDP)

Manufacturing Builds Businesses –5,121 manufacturing establishments in the state of Tennessee.

Manufacturing Creates Jobs – 11.28% of all Tennessee’s employees are in the manufacturing sector. (353,000 employees)

Manufacturing produces for Tennessee

  • Manufacturing is the 2nd largest GDP Producer in Tennessee.
  • Fabricated metals rank the 4th of the manufacturing sectors in Tennessee.

Tennessee is a great place for a career in manufacturing

  • Manufacturing jobs pay on average 29% over the average job in Tennessee. (according to NAM.org)
  • Job sites are currently reporting in excess of 3,000 available manufacturing job openings in Tennessee.

 

Sources: NAM.org, US Census, statista.com, IndustrySelect.com
Data selected to show relative values. May not be directly comparable due to differences in sampling, analysis, or date obtained.

 

 

 

 

Author

Joe Jackson

Marketing & Events Assistant, PMPA

Email: gro.apmp@noskcajj — Website: pmpa.org.

Embracing Second Chances: The Untapped Potential of Hiring the Justice-Impacted

As workforce challenges continue, consider justice-impacted
individuals for your next hire.

by Veronica J. Durden

Events Coordinator, PMPA

Published June 1, 2024

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In today’s competitive landscape, the quest for skilled employees extends beyond precision machining — it permeates nearly every career cluster. The demand for talent remains high, but the avenues for procuring such talent are limited. Traditional trade schools serve as one avenue, but they alone cannot meet the need. Incentivizing current employees to
recommend potential hires, companies can tap into a valuable network. However, there’s an often-overlooked pool of potential: justice- impacted people.
Justice-impacted people, individuals with criminal records or convictions, possess skills that can significantly contribute to various sectors, including precision machining. Despite their legal challenges, these individuals often acquire valuable competencies during their time in prison.

Talent Acquisition

Strategic partnerships play a pivotal role in the context of second chance hiring. Consider these avenues to expand your talent pool:

Local Elected Officials. Develop relationships with local elected officials who actively advocate for second chance opportunities. Th ese officials often have platforms dedicated to reintegration and workforce development. Collaborating with them can lead to meaningful partnerships, as they share a vested interest in supporting individuals seeking a fresh start.

Nonprofits and Workforce Boards. Engage with local nonprofits and workforce boards. These organizations
are deeply connected within the community and have invaluable insights. By tapping into their networks, you may discover untapped talent pools.

Advertising

Advertising your job positions plays a significant role. If there are specific parts you make that do not mandate a clean record for employment, consider incorporating language in your job applications that explicitly states: “We encourage applicants with a criminal background to apply.” Th is approach not only promotes diversity but also has the potential to attract a broader pool of qualified candidates.

Bigger Picture

In closing, let us recognize the delicate balance within our industry. While certain roles may necessitate restrictions on hiring individuals with specifi c convictions, there are areas where we can explore second chance opportunities. Second chance hiring reduces turnover — a drain on company resources that extends beyond fi nancial costs.
When faced with criminal background check results revealing convictions or arrest records, a thoughtful evaluation is essential. Consider the nature of the crimes and the time elapsed. Weigh the risks against the potential rewards. By embracing second chance hiring, we contribute to a thriving and resilient workforce. Remember, it is not just about business; it is about people — the heart of an organization’s success.

 

 

Author

Veronica Durden, MA, SHRM-CP is a human resources and workforce issues professional who specializes in manufacturing. Email: gro.apmp@nedrudv — Website: pmpa.org.

Leadership Deep Dive — Delegation

Being effective as a leader requires many different attributes. The ability to delegate to subordinates is one of the most critical.

by Miles Free III

Director of Industry Affairs, PMPA

Published June 1, 2024

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When we think of leadership, it is easy to list the attributes that an ideal leader needs to have — anticipation, knowledge, gratitude and humility come to mind.
Anticipation. If leaders don’t anticipate, they aren’t leading, they are just coping.
Knowledge. Leaders need to understand what they know and what they don’t.
Gratitude. Leaders need to recognize others for their work. Gratitude builds and sustains a team’s coherence.
Humility. Leaders must understand that taking credit for the work of others demotivates their subordinates and makes leadership impossible.
In addition to these, one might argue that having empathy, being honest and having discipline to maintain accountability are also important for true leadership.
But I would argue that it is the ability to delegate that is most critical to being a successful and effective leader. Delegation is the difference between effective leaders and those that fail to inspire followership in their direct reports. Delegation is also very difficult to master. 

The Excuses
Over the course of my career, I have found the following seven “excuses” that explain why managers fail to delegate, and thus fail to lead:

  1. I like to do this. I am good at it. It’s what I do.
  2. I don’t have time to train/explain. I’ll just do it myself.
  3. They don’t like to do this. I’ll just handle it.
  4. I’m the only one that knows how to/can do this.
  5. They’ll just make a mess of it.
  6. I can do it better/faster.
  7. No one else is available.

If you are an owner, manager, supervisor or team lead — any level or leadership — ask yourself, do I fail to delegate? Do I use any of the above excuses and which are most frequent? How much operational efficiency is failing to delegate costing our company? Which of these are contributing to poor morale among our performers?
Let’s look for some common themes, so that we can address these “implied objections” to sharing/delegating responsibilities.
Excuses number 1, 4 and 6 all come from a place of personal pride and security on behalf of the leader. The pride and reward of being competent at that task is a worthwhile personal accomplishment. So why prevent others from gaining the experience needed that they too might share that same pride and feeling of being an important contributor to the company’s important work?
Excuses 2, 3 and 5 are not so much about how the leader feels about their ability and value as they are about dodging the real work of training the team and getting the work done by others. An important principle to me as a supervisor was to ensure that all tasks were performed at the lowest level that was capable of performing them. By assigning work in this way, all performers are working at (or close to) their highest and best use. No waste of human talent. Assigning the right tasks to the right performers is how leaders add value to our shops.
And what of excuse number 7? This is truly a failure of leadership. Failure to provide the resources needed (human resources) to accomplish a task. Perhaps it is fitting that the leader themselves finds themselves doing a task that should be delegated. Their failure to provide adequate resources not only causes them to perform at a lower level of performance than they are qualified, it also is creating waste in the organization by devaluing their contributions as leaders as well as not allowing others to perform at their own higher better use.

Fear
What are some of the possible fears that a leader may be feeling?

  • I want to maintain control.
  • Performers will outperform me.
  • Insecurity.

When these three possible fears are examined, the root cause is clear. Also knowing that leaders have the “secret knowledge” often makes them feel more valuable and less replaceable. Those are natural feelings; however, by not transferring the knowledge, the business can suffer. Leaders not only need to recognize the fears or excuses in themselves, but in their subordinate supervisors, because helping them overcome their personal fears will help make them more effective delegators and leaders. 

Training
One of the attributes of effective leadership that was not included above is the ability to train and advance the capabilities of the entire team. Training is not just about training – it is about continuous improvement of our individual performers. And as they improve and grow in knowledge, so too does our organization grow in its capabilities, reliability and quality, since more people can contribute to lessons learned and processes reduced in variability. Clearly, a leader’s duty is to improve the people and processes under their authority. This “leads to” (pun intended) continuous improvement, improved quality performance, less waste and improved profitability.
Leadership requires many attributes to be executed correctly to be effective. Leaders must have the discipline to hold themselves to the standard of ensuring that all performers are performing at their highest and best use. And that means training them to upgrade their skills and performance, as well as holding themselves accountable for not wasting the human resources under their authority and responsibility. The obligation of leadership is to effectively marshal, the resources available in order to meet the organization’s mission, vision and purpose. How does failing to delegate work help achieve success? 

Effective leaders – delegate!

 

 

Author

Miles Free III is the PMPA Director of Industry Affairs with over 50 years of experience in the areas of manufacturing, quality and steelmaking. Miles’ podcast is at pmpa.org/podcast. Email Miles

 

PMPA Craftsman Cribsheet #127:
How To Part off Without A Sub-Spindle

Published May 1, 2024

By David Wynn, Technical Services Manager, PMPA

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Author

David Wynn

David Wynn, MBA, is the PMPA Technical Services Manager with over 20 years of experience in the areas of manufacturing, quality, ownership, IT and economics. Email: gro.apmp@nnywd — Website: pmpa.org.

STATE OF MANUFACTURING – Maine Manufacturing

by Joe Jackson

Marketing & Events Assistant, PMPA

Published May 1, 2024

Download Magazine Article

Fabricated Metal Products Manufacturing is a subsector of manufacturing that makes critical goods from metal components.

Precision Turned Products Manufacturing is a subsector of fabricated metal product manufacturing that makes the components that MAKE IT WORK!

 

MAINE ECONOMIC OUTPUT

Maine Manufacturing
NAICS 31-33
$7,790,000,000

Fabricated Metal Product Manufacturing
NAICS 332
$1,108,943,000

Precision Turned Product Manufacturing
NAICS 332721
$137,451,000

MAINE MANUFACTURING ACCOUNTS FOR

Manufacturing Is Productivity –10.02% of Maine’s total output (GDP)

Manufacturing Builds Businesses –1,605 manufacturing establishments in the state of Maine.

Manufacturing Creates Jobs – 8.65% of all Maine’s employees are in the manufacturing sector. (53,000 employees)

Manufacturing produces for Maine

  • Manufacturing is the 5th largest GDP Producer in Maine.
  • Fabricated metals rank the 6th of the manufacturing sectors in Maine.

Maine is a great place for a career in manufacturing

  • Manufacturing jobs pay on average 29% over the average job in Maine. (according to NAM.org)
  • Maine’s manufacturing sector has grown by 6.5% (6,500 jobs) since 2017 and is projected to add an additional 1,500 jobs by the end of 2026.

 

Sources: NAM.org, US Census, statista.com, IndustrySelect.com
Data selected to show relative values. May not be directly comparable due to differences in sampling, analysis, or date obtained.

 

 

 

 

Author

Joe Jackson

Marketing & Events Assistant, PMPA

Email: gro.apmp@noskcajj — Website: pmpa.org.

Sales Is Not A Sprint, It’s A Marathon

Successful salespeople know that the sale is as much about
the relationship as it is about the product or service.

by Carli Kistler-Miller

Director of Programs & Marketing, PMPA

Published May 1, 2024

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How many shops or suppliers can make one call and land a new customer? I’m guessing zero. Selling materials, tools or time on machines…these are big ticket items and not an impulse buy. Th e salesperson needs to understand that, even if they are selling the greatest product or service available, a strategic relationship and trust is required before money changes hands. I was reminded of this at a PMPA Northern Ohio Chapter meeting when I was having a great conversation with Dana Kalchoff , the owner of Comturn Manufacturing LLC in Cleveland, Ohio. Dana shared a story about the National Acme Co. and Henry Ford, saying, “Henry Ford came to Cleveland to meet with the National
Acme Co. to obtain some screw machines. He desperately needed the equipment but did not have the funds to purchase at that time. National Acme provided Henry Ford the machines he needed, and Mr. Ford was so appreciative that the Ford Motor Company bought their screw machines exclusively from the National Acme Co. Th at relationship proved to be very profitable over time for both companies.” What an incredible example of a relationship built on trust.
Dana put it concisely when he said, “Th e relationship between a shop and a supplier is like a marriage — if you keep working at it, it can last a long time.” If you think about it, shops and suppliers both have limited resources, which means investing the time to forge a relationship where trust has been earned benefits both parties and both bottom lines.

The Human Aspect

I was talking with my colleague, Miles Free, and he pointed out that salespeople bring the human aspect to the relationship. And he is right. Th ink about artificial intelligence (AI) and the disruptive potential it has on our industry. The marketers can automate emails and use AI to help craft messaging, but the salespeople have the opportunity to be authentic and develop the human relationships. It may be a business-to-business relationship, but the true power is in the human-to-human interactions. As Miles states it, “AI can’t out-human us.” 

Building Relationships

I asked Klaus Miller, vice president of sales, Absolute Machine Tools, how he sees the role of the salesperson. Klaus responded, “Sales in this industry isn’t all about expecting to sell something each time you walk in the door. Rather, what you should expect to be doing daily is supporting, resourcing and problem solving for your customers.” Klaus noted that he built his customer base over years of cultivation, building relationships and providing solutions when he connected with them. Klaus added, “My advice would be to put yourself in the customer’s position. If you were the customer, would you purchase a product that can cost as much as a high-end automobile or even as much as a house from a salesperson you just met, even if you’ve had a long-term relationship with their employer? I believe it takes time to earn trust, especially when it comes in the form of hard-earned money.”
There are numbers and quotas to be met. I get it. But how much easier would it be to make those numbers once you have invested time in getting to know your customer, their needs and finding solutions to their challenges? Build the relationship, earn that trust and you can win the race.

 

 

Author

Carli Kistler-Miller, MBA has over 25 years of experience with
communications, event/meeting planning, marketing, writing and
operations. Email: gro.apmp@rellimc — Website: pmpa.org.

Honor Your Scope

Your quality system’s scope statement minimizes risk as well as
describes what you do.

by Miles Free III

Director of Industry Affairs, PMPA

Published May 1, 2024

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Shops today have quality management systems (QMS) registered and compliant with various quality system standards. ISO 9001:2015, TS-16949 and AS9100D come to mind as typical QMS standards in precision machining today. Shops that achieve and demonstrate compliance are awarded certificates which they display in their lobbies and feature prominently online. A key feature of these certificates is a statement of scope.

  • The manufacture of pins, shafts, and similarly configured parts for Aerospace, Defense, Medical, Technology, and other precision industries, worldwide.” (Horberg Industries ISO 9001-2015/AS9100D) bit.ly/PMPA-PM0524A
  • “The Manufacture of Precision CNC Milled/Turned Products, Precision Swiss CNC Products, Precision Progressive Die Stampings, Precision Slide formed Products and Chaplets” (Smith and Richardson ISO 9001:2015) bit.ly/PMPA-0524b
  • “The Provision of Precision Ground Bar Materials, Custom Mechanical Components and Pin Gage Products [Boston Centerless AS9100:2016 (techn. equiv. to EN9100:2018 & JIS 9100:2016) & ISO 9001:2015] bit.ly/PMPA-PM0524c
  •  “Development, Production, and Distribution of Grooving and Groove Milling Tools.” (Horn USA Inc. ISO 9001:2015) bit.ly/PMPA-PM0524d

The purpose of a scope statement is to precisely describe the products and services that your company provides, including the regulatory requirements, activities, locations and facilities supported by your company’s QMS. The scope statement describes fully and completely, exactly what your business does.
The failure to include some aspect in your company’s scope statement similarly proclaims to the world what is not covered by your QMS. What is not providable by your company. What is excluded.

Engineering and Design
Look at your company’s quality certificate. Read the scope. Does it say “design and development of…” or
“engineering design, development and…” or words to that effect? In our precision/production machining and contract manufacturing shops, we typically do not include design scope in our QMS. Our core competencies are the production of high-precision components from customers’ drawings or prints. We are not in a position to know, understand or engineer solutions for end-use applications for which we have no data.
What does this mean to you? Th ere are three potential traps when you receive a job to quote that can expose your company to full or partial liability for product failure — because you are operating outside the scope authorized by your company’s QMS.

Trap 1: Here is the print — you pick the grade.
On what basis? As a manufacturer, you will likely choose to maximize manufacturability, not some needed performance aspect unknown to you. How would you know?

Trap 2: We can’t get the grade we want, will grade X work for this part?
Again, as a shop you can answer about your ability to fabricate, but you have no idea as to whether that substitute will perform in the same manner as the originally requested material. What design aspects are important to performance? All that you know are the dimensions and geometric relationships on the drawing. You know nothing of stresses, pressures or torques applied or to be withstood in the end use.

Trap 3: We don’t care what grade you use as long as it is (fill in the blank … aircraft quality, medical quality and so on).
Perhaps this is the most dangerous trap, as you may think that you are ok to share that another material is, in fact, an aircraft quality or medical quality material. It probably is, I mean you trust the supplier and their cert, right? But by warranting that the material is aircraft or medical quality did you just become the “Engineer of Record?”
These three traps can be avoided by recognizing that they share a common trait – they are asking you to do something that is outside the scope of your QMS. Probably outside your education and licensing, too. 

Bottom Line – Who is the “Engineer of Record?”
“The Engineer of Record shall be responsible for the final design and construction of the project and the submittal of all required documents. a) all judgement decisions affecting the design or altering the design will be the responsibility of the engineer of record”
bit.ly/PMPA-PM0524E
Who is the Engineer of Record? In California, the engineer of record is defined as “the Engineer who has prepared the plans and specifications:’ In many states, this requires state licensure as a professional engineer (PE).
Engineer of Record can also mean the PE that develops the criteria and concept for the project, performs the analysis and is responsible for the preparation of the plans (drawings) and specifications of the work.
When the customer invites you to “pick the grade;’
“confirm to them that a substitute material will work for their application” or “assure them that the material chosen is suitable;’ because it meets some broad classification, the question you must ask yourself is “on what basis of authority can you answer?” If you are not a licensed professional engineer, if your company’s QMS scope does not include design, development or engineering, then you must decline their invitation.
Stay out of these traps! You lack the credentials, the authority, the knowledge of all necessary factors needed to be considered for the application. Without these, you are
“hazarding a guess;’ which is defined by the Cambridge Dictionary as “to risk doing something that might cause harm to someone or something else:’
bit.ly /PMPA-PM0524f

Avoid the hazard. Honor your scope.

 

 

Author

Miles Free III is the PMPA Director of Industry Affairs with over 50 years of experience in the areas of manufacturing, quality and steelmaking. Miles’ podcast is at pmpa.org/podcast. Email Miles

 

PMPA Craftsman Cribsheet #126:
AISI System of Identification

Published April 1, 2024

By Miles Free III, Director of Industry Affairs, PMPA

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Prior to the Society of Automotive Engineers taking responsibility for Steel Grade nomenclature in the United States (1995), the American Iron and Steel Institute determined U.S. standard steel grades in collaboration with SAE. As many legacy prints for federal and defense procurement may still have prior AISI Grade designations, here are the letters used for prefixes and suffixes employed by the former AISI designation system. Th ese notes are based on the AISI numbering system as published in the February 10, 1942, edition of the SAE Handbook.
Capital letters designate prefixes to indicate method of steel manufacture. Lowercase letters used as suffixes to indicate various special requirements affecting quality. Numbers are used to indicate the grades of steel by chemical composition.

Letter Prefixes

A designates basic open-hearth alloy steels
B denotes acid bessemer carbon steel
C denotes basic open-hearth carbon steel
CB denotes either acid bessemer or basic open-hearth
carbon steel at option of manufacturer
D denotes acid open-hearth carbon steel
E designates electric furnace alloy Steel

 

Letter Suffixes

a Restricted chemical compositions closer (tighter) than
standard ranges
b Bearing steel quality
c Guaranteed segregation limits affected by methods of
sampling
d Special discard
e Homogeneity tests (macro-etch)
f Rifle barrel quality
g Limited austenitic grain size
h Guaranteed hardenability (This evolved into the H-band steels, with a capital H suffix after the four numeric digit grade indicating wider chemical range and compliance with hardenability curves)
i Guaranteed conformity to non-metallic
inclusions standards
j Fracture test
t Extensometer test
v Aircraft quality or Magnaflux testing requirement

 

Other Items to Keep in Mind

Acid bessemer carbon steel is not furnished with specified silicon content; for standard basic open-hearth carbon steels, silicon may be ordered only as 0.10% maximum; 0.10-0.20%; or 0.15-0.30 %. (Special practices were required to comply with silicon specifi cations.)
For open-hearth alloy and electric furnace alloy steels, the lowest standard maximum phosphorus and sulfur is 0.05% weight each. Lowest standard minimum silicon is 0.15% for both open-hearth acid and acid electric furnace processes.
NE denotes a National Emergency standard steel designation promulgated by Office of Production Management.

 

Author

Miles Free III

Miles Free III is the PMPA Director of Industry Affairs with over 50 years of experience in the areas of manufacturing, quality and steelmaking. Miles’ podcast is at pmpa.org/podcast
Email: gro.apmp@eerfm — Website: pmpa.org.

STATE OF MANUFACTURING – New Jersey Manufacturing

by Joe Jackson

Marketing & Events Assistant, PMPA

Published April 1, 2024

Download Magazine Article

Fabricated Metal Products Manufacturing is a subsector of manufacturing that makes critical goods from metal components.

Precision Turned Products Manufacturing is a subsector of fabricated metal product manufacturing that makes the components that MAKE IT WORK!

 

NEW JERSEY ECONOMIC OUTPUT

New Jersey Manufacturing
NAICS 31-33
$60,500,000,000

Fabricated Metal Product Manufacturing
NAICS 332
$4,889,745,000

Precision Turned Product Manufacturing
NAICS 332721
$231,375,000

NEW JERSEY MANUFACTURING ACCOUNTS FOR

Manufacturing Is Productivity –9.47% of New Jersey’s total output (GDP)

Manufacturing Builds Businesses –6,835 manufacturing establishments in the state of New Jersey.

Manufacturing Creates Jobs – 6.2% of all New Jersey’s employees are in the manufacturing sector. (252,000 employees)

Manufacturing produces for New Jersey!

  • Manufacturing is the 5th largest GDP Producer in New Jersey.
  • Fabricated metals rank the 6th of the manufacturing sectors in New Jersey.

New Jersey is a great place for a career in manufacturing

  • Manufacturing jobs pay on average 39% over the average job in New Jersey. (according to NAM.org)
  • Newark, Clifton, Jersey City and Fairfield account for 67% of manufacturing jobs in New Jersey.
  • New Jersey has averaged 1% growth per year from 1997 until 2021 in the manufacturing sector.

 

Sources: NAM.org, US Census, statista.com, IndustrySelect.com
Data selected to show relative values. May not be directly comparable due to differences in sampling, analysis, or date obtained.

 

 

 

 

Author

Joe Jackson

Marketing & Events Assistant, PMPA

Email: gro.apmp@noskcajj — Website: pmpa.org.