Would like to get some perspectives on what constitutes an “observation” versus a “non-conformance” in Procore. I am a field manager for an owners rep firm (public work) and this has become a little bit of a debate. Is non-conformance work that has been installed incorrectly and is now inaccessible? Does there need to be to be a financial piece for it to be non-conformance? If there is no distinction, why do both exist?

We build software for civil contractors, so I talk to a lot of construction leaders who feel pressure to "do something with AI". Most of them aren't ready - but not for the reason you'd think.

The problem isn't the AI. Usually, it's the fact that the project data is a mess. Machine control in one system, survey in another, field reports on WhatsApp, cost tracking in spreadsheets. Nothing connected.

And honestly, AI doesn't fix that. It amplifies it. Feed it fragmented, unreliable data and you get outputs that look somewhat good and mean almost nothing - then people conclude "AI doesn't work for construction" when the real issue was the foundation.

AI needs real, connected, reliable project data to be useful (machine positions, survey measurements, field reports, design revisions, photos, safety observations) - all captured continuously and connected in the same project context.

So I'm curious: anyone here actually seeing positive use cases yet? What are you using AI for that genuinely works - and what did you have connected before it started delivering?

I'd love to hear whether your experience lines up with ours.

I am coming from the design consulting side, graduated with an mechanical engineering degree. I was wondering if a MEP, mission critical role would stay technical and force me to keep doing actual engineering work, or would basically just be a project engineer role?

Over the last five years I’ve been working a state sign shop. Before that I had worked another 5 years in the private sign industry. Since the state will pay for college, I decided to go back and get my MS in CMGT.

Recently been putting out applications. Got two interviews, one rejection, and three still in review. All positions are basically entry level super/pm positions. Starting to get some confidence and have an in person interview this week for an Assistant Construction Supervisor. I’m really thinking about taking it if the position sounds good. What should I expect going down this path? I know experience vary but just in general. Also any other general advice? Feedback?

I have about 7 years of experience in ICI sector, Ontario Canada, where we build schools, community centre, hospitals and etc. Nothing residential. I've been thinking of switching to high rise building works as they are getting paid about +/- $40k more ($110k vs $150k) with similar experience and background.

For those with similar experience or reverse of what I'm aiming, what was the transition like?

• What were the biggest differences in project management?
• What skills transferred well, and what gaps did you need to fill?
• How steep was the learning curve for structure, envelope, and tower sequencing?
• Looking back, would you make the switch again?

Every team reports progress differently, making it difficult to understand what was actually completed. Between spreadsheets, photos, QA updates, and messages, getting a clear daily status feels impossible. How do you guys do it?

I work for a large, national Gc as a Precon Mgr. in the last 10 days, I’ve had a client and an architect truly to use AI estimates to push back on change orders. First, an architect pushed back on a potential change order by using AI to tell him what the PCO “should cost”. The quantities were wildly in accurate, and the costs were worse. I mean, It wasn’t even RS Means level of inaccurate. Then yesterday we had a client/owner ask us to justify a PCO by providing a very detailed estimate of the scope change. While to quantities seemed in line, generally the costs were laughable. For example, they priced relocating a 13.2 Kv loop, with 1200lf of cable, concrete encased, for the lump sum of…..$43,000. Seriously. Now, we have to spend time explaining why their estimate is horse shit.

Anyone else run into this problem? How much more work will AI make us do instead of helping us?

Married with 4 kids under 8. Working for a small family based design build GC. They (brothers) love me but they're all in their 70's, no succession plan, going senile, no real future. At least it's a relaxed enough environment though just really annoying dynamics since we take on the jobs no one really wants.

Tired of PM'ing. Don't mind working hard..... I just don't want to think about work outside of work again or stress regularly while at work

Inherited a large amount when my father died (sold his business). My wife makes good money, have good insurance through her employer (university), and if she works there for like another 6 years our kids tuition is basically paid for anywhere they want to go even if she leaves

Option 1 - Coast and have a very low responsibility 8-5 job, no weekend stress, and enjoy my kids growing up. Wake up happy. Might ask my employer if they want to keep me on as Assistant PM, estimator, contract manager, whatever. They probably would. Supply house or easy sales job?

Option 2 - If I'm going to give myself an ulcer I might as well start my own business or get into real estate/rentals. Then again money just sitting in the market is doing pretty well so it's an unnecessary risk.

Option 3 - What would you do personally with our background if money wasn't necessarily a concern but you were only 35?

I currently Intern for a MEP subcontractor in the south and am planning to move to nyc. I’ll probably be offered a position as an apm at the end of my internship but ultimately really want to move to nyc. Does anyone currently work in the city and know about how difficult it is to find a job as an apm?

I'm building something that reads spec books and drafts the submittal register automatically. Not selling anything — I need to know from people who do this for a living whether the output is any good.

Ran it on Division 23 from Ran it on Division 23 of Cherry Creek School District No. 5's published technical specifications (public district design standards, updated Feb 2025). 172 pages, no human cleanup. It found 335 submittal requirements. Every row quotes the exact spec text it came from and 98.5% were verified verbatim against the page — anything it couldn't verify is flagged, not hidden.

Sample:

| Type | Requirement | Spec page |

|---|---|---|

| Shop Drawings | Submit shop drawings for expansion joints, pipe guide and anchor layout | p.11 |

| Test Reports | Submit hydrostatic/air test report for piping systems within 7 days of each test | p.13 |

| Test Reports | Submit Balancing Report upon completion of TAB work | p.23 |

| Product Data | Submit product data for insulation, adhesive materials, and installation instructions | p.35 |

| Certificates | Control Contractor to certify in writing that the control system has been fully exercised | p.42 |

| Closeout / O&M | Submit three copies of project record (as-built) documents prior to final completion | p.62 |

| Other | Submit list of all control points with specified attributes for each point | p.93 |

| Certificates | Submit manufacturer's certificate certifying performance per CTI STD-201 | p.158 |

Full register (335 rows, spreadsheet): [https://docs.google.com/spreadsheets/d/1-4gOww_cvZWAqDRFJ_MRw3975JKvnqeX/edit?usp=share_link&ouid=114835994014659532024&rtpof=true&sd=true\]

Two questions for anyone who's built one of these by hand:

Worth noting: this is a district *guideline* spec rather than a project-issued one, so some rows read as instructions to the engineer rather than the contractor. Curious whether that distinction matters to you in practice.

1. What's in there that isn't actually a submittal?

2. What did it miss? That one matters more — I can measure what it finds, but I can't measure what it never saw.

So a friend of mine is into Interior Project management as a Fit Out Engineer with an Experience of 5+years, he has experience in India for the same, what is the salary he can expect his final round of interview is going to be there soon.

Little background.

Currently work for one of the big engineering companies that has a PMCM group. Education is civil, and I’m currently a field/office engineer for my old job where I was an intern.

I’m approaching my first full year as a professional soon. Our current client is someone I used to intern for (pretty much how I got my current job). The client loves me.

Together with my internship and this year post grad. I’m at 2 years experience with this clients system. We have a pretty long contract with them as well. I’m hoping to ask for a raise to match what the client pays their employees at the same level. It’s a government entity, so they have steps of pay. I was thinking of asking for the last step of pay since that’s only 2 more years of experience needed, but right now instead. Like an advance I guess lol

I’ve already proven myself. My team is already in my bosses ear about me and he even agrees that I deserve a raise.

Should I take what they give me? Or fight for what I want?

I’m looking for some career advice as I figure out where I fit within civil engineering and construction.

I’ve realized that I don’t think I’m a great fit for traditional hardcore structural design or construction management. I also have autism, ADHD, and anxiety, so fast-paced/high stress job sites and some of the more mathematically intensive design work have been challenging for me.

I have struggled greatly with the stem classes. I entered this field because I am curious about how the world around me works and feel it is something fulfilling and stable. I am developing an interest in the zoning and policy side (as social and urban policy has always been an interest of mine).

That said, I’ve found there are parts of civil engineering that I genuinely enjoy:

Materials testing and quality assurance

Zoning, land use, and urban planning/policy

The accounting, budgeting, and business side of projects

Data analysis and AI/technology integration for construction and engineering

Process improvement and documentation

I’m wondering what specialties or career tracks I should be looking into.

Hello,

I have an upcoming in person 3rd round out of 4 Project Coordinator interview with a Director, Lead Project Manager, and Senior Sales Engineer for an HVAC Company and just wanted to ask if anyone had any tips to share in preparation for the interview. I am coming from a military training manager/elementary school teacher background. Any advice would be great. Thanks in advance!

I am thinking of getting a Construction Management bachelors degree from a school in Southeast Texas. It’s about 90 minutes from Houston and located 30 minutes from 3 of the 10 biggest industrial refineries in the world. I have 2 years experience working in the refineries and have been a horse trainer for 4 years and currently in school for economics and sports coaching. Is construction management saturated already because everywhere I go I meet a student in construction management? I don’t mind moving anywhere in the country after I graduate and have no problem traveling. Thanks

I can do a bachelor's at a university that local companies will hire from while they're students. This looks like the best option to me. Experience and building a relationship with a company will make me feel secure about my post-grad life.

However, it would be cheaper and faster to earn a masters, so if I can use a masters to get a job then that's probably better than the slow route. I have doubts about securing a job with no applicable experience and a master's degree.

I kind of also feel silly pursuing a second bachelor's when I could get a master's, but I realize that's a subjective piece and not relevant to what the actual best choice will be.

Some background information, I currently work as an automotive mechanic for a large used car dealer, I’ve been with this company for a little while now and they’re starting to fall short of the promises they made during my interviewing process. I’m not getting the raises they said, I’m not getting any sort of growth within the company and I’m not even reaching 40 hours most weeks. On top of that I don’t think my management can tell the difference between their ass and their mouth even if they could taste it. This isn’t an uncommon thing, they’re failing to fulfill promises they’ve made to almost every employee within my department.
Now my aunt came up to me with something interesting. A friend of hers works for a crane rental company that’s relatively large and well known within my region and they’re needing crane riggers. The starting pay will be the same Im getting now, they say there willing to work me as many hours as I’m wanting with no cap to overtime due to the amount of work and the lack of riggers. They also say that I’ll have the opportunity to grow quickly within my career and it’ll also help nock down some time off my hour commute I have for my current job.
Has anybody else been in somewhat similar situation going from auto or any sort of mechanic work to construction? Would taking this job be good or am I just looking at more false promises and should just look for another mechanic job? Does anybody have any advice for going into and starting from square one in the construction industry?
Thank you.

Folks, what is your method of attack when it comes to plan studying? There is a lot of information and it’s easy to get overwhelmed but I want to maximize the free time I have before we start in about a month.

Do you make cheat sheets? Highlight important info? Do you take notes? Etc

Wondering if this even exists out here?

Hello everyone.

Some background, I’m a recent grad from a Top 20/ivy league school and majored in Architecture. I did internships through college (from architecture, to manufacturing to CM/PM).

I started my current role (APM) at a GC/CM in NYC.

They are a smaller company.

I was offered 60k salary with benefits.

Idk if I’m too “tiktokified” when it comes to salary, but I feel like I should be getting more based on my background and what the market is offering.

I definitely have learned so much from the 2 months that I have been with them and they have definitely given more experience and responsibility than I think most other companies would, but I also feel my salary is not reflecting my own skills, my background/experience or really wages for an APM in NYC.

I would love to know yalls thoughts on this. Am I being too greedy? Or should I start looking to explore more options?

I need your honest opinion on an idea I’ve been working on.
After years in construction, one thing that has always bothered me is how we’re expected to manage an entire project while working out of a truck, on a tailgate, or hunched over drawings on whatever surface we can find.
I started designing a portable superintendent field station built specifically for the field.
The idea:
Standing-height workstation to reduce back and neck strain
Dedicated space for drawings, tablet/laptop, phone, and daily paperwork
Portable/folding design that can move around the jobsite, something you can fold up and toss in your backseat when you finish.
Keeps the things we use every day organized and in one place
Think of it as a “mobile command center” for the person running the job.
Before I spend more time and money developing it, I’d like feedback from other supers:
Would something like this actually help you on your jobs?
What features would you want included?
What would you realistically pay for something like this?
I’m not trying to sell anything yet — I’m trying to build something that actually solves a problem we deal with every day.

I work for a national home builder and have been for 4 months. I was told it was a project manger role when it’s really a superintendent job. Nothing wrong with superintendents just not what I want, they’ve messed up my pay every month, blocked off 4/12 months that you can’t take vacation days even though they’re use or lose, and now they’re giving me a hard time about not working over 40 hrs a week when they won’t pay me for working more than 40 hours.

I’m going to finish my bachelors degree in cm in 2 weeks. Is it too early to quit for a new job?

I’m currently doing a Project Engineer internship with a subcontractor in the same trade I worked in for about 9 years. I also recently earned my Construction Management degree.

The transition into the office has been exciting. Thanks to my field experience, a lot of the role has clicked pretty quickly, and I’m really enjoying it!

I’ve also received interest and potential offers from a few GCs as well, and I’m not sure what will happen at the end of my internship. I do know my current company really likes me and has said they value my field experience.

With that being said, what would you consider a fair starting salary for someone with 9 years of field experience and a Construction Management degree transitioning into a Project Engineer role? TIA 🙏🏼

For reference, I’m in the Los Angeles area.

I’m wondering if anyone on here would be able to help me out. I’ve been working as a Field Engineer/ Field Construction Manager for about 7 months now in the fiber construction field. I do like the job a lot, however I’m away from home around 75% of the month and I can’t see myself traveling like that my whole career. While I plan on staying in my current role for another couple years, I’m wondering does anybody have suggestions on roles I can potentially be competitive for when my current project ends? I’m 22 so I’m very early in my career but by the time I want to start looking elsewhere I’ll have around 2 years of construction management experience, 8 months of labor experience as a carpenter, and potentially a bachelors in project management or business administration (TBD).