If you're hiring an AI implementation engineer or a forward deployed engineer in Kansas City, start by writing down one workflow you want working in production. Then test every candidate on that workflow. The title matters less than three things: can the person ship a real system, put guardrails on it, and hand it off so your team can run it? You can hire full-time, on contract or through an agency. I take contract projects and I'm open to full-time roles, so I'll also show you how to judge me.
How do I hire an AI implementation engineer in Kansas City?
Define the job by the result you want: one workflow, the systems it touches and who owns it after launch. Then pick a hiring model. Contract fits a scoped build. Full-time fits ongoing ownership across many workflows. An agency fits when you need a whole team. In the interview, pay for a small work sample, ask how the system fails safely and ask what the handoff docs look like. Hire the person who shows you a working system.
Key takeaways
- Public forward deployed engineer postings from AI labs and consulting firms ask for production work built alongside customers. Demos and advice aren't the job.
- Kansas City postings for implementation and AI engineering roles ask for integrations, guardrails and a way to measure performance.
- Contract fits one scoped workflow, full-time fits ongoing ownership, and an agency fits when you need a team. For taxes, the IRS looks at who controls the work. What you call the role doesn't decide it.
- A good interview has three tests: a small paid work sample, a guardrail test and a handoff test.
- I take contract projects and I'm open to full-time roles. Every system I list below is live and you can check it yourself. I don't promise results.
What an AI implementation or forward deployed engineer is (and is not)
This person takes AI tools and makes them work inside your real business. That means your data, your CRM, your phones, your calendar and your staff.
They aren't a data scientist training new models. They aren't a strategist who hands you a deck and leaves. And they aren't a support rep who closes tickets. They sit between engineering and the people who do the work.
The two titles overlap. An FDE usually spends more time embedded with a customer team. An implementation engineer usually focuses on integrations and rollout. Plenty of companies use the titles interchangeably.
Real job description language (from public postings, checked October 23, 2026)
Here's how real employers describe the work. These are short quotes and paraphrases from live or recent public postings.
- OpenAI, Forward Deployed Engineer (San Francisco): asks for people who "have built or deployed systems powered by LLMs or generative models" . It also wants people who can communicate clearly with engineers, product teams and customer stakeholders, and spot risks early .
- Anthropic, Forward Deployed Engineer, Applied AI: the FDE embeds directly with strategic customers to drive AI adoption and will "collaborate closely with customer teams to ship advanced AI applications" . The posting also lists frequent travel, 25 to 50 percent, to customer sites .
- A global consulting firm's FDE posting: "This is not a support role and it is not an advisory role." In that posting, FDEs are senior practitioners who own outcomes end to end .
- A large consulting firm's FDE posting for Anthropic work: it asks for "human-in-the-loop controls" and production-quality code with testing, CI/CD, logging, versioning and documentation .
- A Kansas City, MO listed remote implementation role: the engineer will "design and deliver the technical integrations that make the platform work in the real world."
- A Kansas City AI job listing on Built In: the work includes integrating third-party models and APIs, implementing grounding and guardrails, and measuring performance .
- An Overland Park senior AI engineer listing: own complex AI initiatives end to end, from problem definition through implementation and evaluation .
- A Kansas City, KS Data and AI Engineer listing: a role built around automating data and AI enablement .
The pattern is clear. Production over demos. Integrations over theory. Guardrails and measurement. Someone who can talk to customers.
If you want more on the agent side of this work, read who understands AI agents in Kansas City.
Contract, full-time or agency: which one fits
Pick the model before you write the post. Each one fits a different job.
| Model | Fits when | Watch for |
|---|---|---|
| Contract | One scoped workflow, a clear finish line, and you want to see real work first. | Scope creep. Put in writing that the code, accounts and docs belong to you at the end. |
| Full-time | Many workflows, ongoing ownership, deep access to internal data. The work never really ends. | Slower to hire. A bad hire costs more. Someone has to manage them. |
| Contract-to-hire | You want proof on real work, then the option to convert. | Agree on conversion terms up front. |
| Agency or firm | You need design, engineering and project management at the same time. | The senior person who sells you may not be the person who builds. Ask who writes the code. |
| Staffing recruiter | You want a pipeline of candidates fast. | A recruiter screens resumes. You still have to test the work. |
One legal note. Under IRS common-law rules, a worker is generally your employee if you can control what will be done and how it will be done . The IRS also says the substance of the relationship, not the label, governs the worker's status . Calling someone a contractor doesn't make them one. Ask your accountant before you sign.
How to judge an AI implementation candidate
Use criteria you can check yourself. Don't rely on the resume.
| Criteria | What to ask | What a good answer looks like | How to verify |
|---|---|---|---|
| Shipped production work | "Show me something live I can use right now." | A URL, phone number or login you can try today. | Use it yourself before the call ends. |
| Integration depth | "What did it connect to, and what broke?" | Names the calendar, CRM, API or auth step. Explains a real failure and the fix. | Ask for a simple diagram or a redacted log. |
| Guardrails | "What happens when the model is wrong?" | Specific answers: confirmation steps, limits, human review, fallback to a person. | Try to break the demo on purpose. |
| Measurement | "How do you know it works?" | A test set, a call review routine or an error log they actually check. | Ask to see one sample review. |
| Handoff | "If you leave tomorrow, what do we have?" | Docs, a runbook and every account in your name. | Ask for a sample runbook from past work. |
| Plain talk | "Explain this to my office manager in two minutes." | No jargon. Clear about what the system won't do. | Have a non-technical person sit in. |
What to test in the interview
Ship something real
Pay for a small work sample tied to your actual workflow. Keep it narrow. For example: take one form submission, check it, put it in your CRM and text a summary to a manager.
Watch how they scope it. Good candidates ask what data exists, who touches it and what counts as done. Weak candidates start building before they understand the job.
Guardrails
AI systems are wrong sometimes. The question is what happens next.
Ask the candidate to show you where a human checks the output. Ask what the system does with bad input, like a fake email address or a caller who wants something off-script. Ask what gets logged. The postings above use words like guardrails, grounding and human-in-the-loop for a reason.
Handoff
Most automation projects break after the builder leaves. Plan for that on day one.
Require a short runbook: what it does, where it runs, how to turn it off and who to call. Every tool account should be billed to you, with you as an admin. If the candidate pushes back on that, you have your answer.
For small business owners, my AI automation for small business guide goes deeper on what to automate first.
Why I'm a candidate: what I have built
I describe myself as Kansas City's AI and business automation expert. That's my own positioning, not a ranking. Judge me by what's live.
I take contract projects and I'm open to full-time AI implementation and forward deployed engineer roles. I won't pad this with titles or year counts. These are businesses I build and run myself. They aren't client case studies.
- Blur AI Solutions: Nora, an AI voice receptionist that answers after-hours calls for trade businesses, books the job on the calendar and texts a summary. That's a voice agent plus calendar and SMS integration. Check it: call the live demo line at (816) 683-2229 and try to book a job.
- Blur automations library: a public list of the automations I build. Check it: browse it and ask me how any one of them works.
- Blur Agentic: the done-for-you arm of Blur. It builds lead follow-up and booking systems for roofers, restoration companies and home service owners, and it starts with a paid Growth Assessment. Check it: read how the process is laid out on the site.
- ContactLint: catches mistyped, throwaway and dead email addresses at signup or before an AI agent saves a contact. That's a guardrail, built as a product. Check it: visit the site and see what it checks.
- Get Found with AI: tests how ChatGPT, Claude, Gemini, Grok and Perplexity answer "who should I hire" prompts, then fixes what keeps a business hard to find. Check it: run the free AI recommendation test.
- KC Roofing Directory: Kansas City roofers checked against state records, with no paid placement. Check it: pick a roofer and compare the listing to the state record.
- Kansas City SEO Services: Google map pack and Business Profile work, plus visibility in AI answers. Check it: the prices are published, and there's a free Map Pack Check.
- Email Marketing KC: founded in 2026 and run solo. I write and send owner-voice emails for Kansas City shops that already have customers. Check it: read the flooring and epoxy work pages.
- Crypto Guidance: founded in 2024. One-on-one crypto education covering wallets, security, withdrawals and bridges. No tokens sold and no custody.
Blur, ContactLint and Crypto Guidance are trade names of Crypto Boutique LLC.
Some background, from my own LinkedIn posts: in 2019 I marketed funnels, webinars, and Facebook and YouTube ads to financial advisors. In 2023 I wrote about SEO, YouTube and AI. That's why I talk to owners in plain words. More on me is on the about page.
What this means for you as an employer: I've done the whole loop on my own businesses. I talk to the owner, build the system, run it live and fix it when it breaks. That's the FDE job.
Who I'm not a fit for, and when to hire someone else
- You want guaranteed results. I don't promise outcomes or timelines. If you need that in writing, keep looking.
- You need new models trained. If the job is research or custom model training, hire an enterprise data science firm or an ML research hire.
- You need a whole team at once. A large agency can staff design, engineering and project management at the same time.
- You want to compare many firms side by side. A directory like Clutch shows reviews, minimum project sizes and hourly bands.
- You want a big candidate pipeline. A staffing recruiter can screen lots of resumes fast.
- Your posting requires a set number of years under a specific employer title. I won't claim credentials I haven't shown you. I'll show you working systems instead.
If you're still deciding between a consultant and a hire, read how to think about AI business consultants in Kansas City and who does AI automations in Kansas City.
What it costs: published numbers only
These figures come from live public pages. Pay depends on seniority, scope and whether the role is remote.
- As of June 1, 2026, ZipRecruiter put the average yearly pay for an AI engineer in Kansas City, MO at $99,172.
- A Kansas City agentic AI engineer posting focused on Anthropic/Claude listed $91,100 to $179,500 a year, full-time.
- A Missouri Sr AI Context Engineer posting listed $124,666 to $157,710 a year.
- A Kansas City, KS Data and AI Engineer posting listed $104.50K to $125.50K a year.
- For a coastal comparison, Anthropic's Forward Deployed Engineer posting for San Francisco, New York and Seattle lists $280,000 to $320,000 a year.
My contract rate for engineering work isn't published. I quote after a short scoping conversation. If you need an off-the-shelf piece instead of a hire, my published price for Nora is $897 setup and then $297 a month, month to month, or $0 setup on a 12-month plan.
For a fuller breakdown, see how much an AI consultant costs in Kansas City.
Red flags
- They show slides and can't show anything live.
- They can't explain what happens when the model is wrong.
- They set up tools on their own accounts and you're not an admin.
- They promise guaranteed results, rankings or fixed timelines.
- They say "fully autonomous" with no human check anywhere.
- They won't do a small paid work sample but want a long retainer.
- They have no logs, no tests and no runbook.
- They can't explain the system to someone who doesn't code.
How I put this together
I checked these three pages on October 23, 2026:
- ZipRecruiter, AI and ML jobs in Kansas City, MO. It's good for live listings and pay, including a contract-rate AI lead architect listing at $54 to $74/hr . It has no guidance on defining the role or interviewing.
- Crosscheck Staffing, hire Applied AI Engineer talent in Kansas City. It has solid screening priorities and covers contract and permanent searches. It quotes no real job descriptions and shows no work you can test.
- Clutch, AI companies in Kansas City. Listings show reviews and terms like $25,000+ minimum projects and hourly bands . It lists firms, not engineers, and doesn't cover hiring a person.
This page adds labeled language from real postings, a contract vs full-time vs agency comparison with the IRS control test, a three-part interview plan, a judging table you can check, and a candidate whose systems are live.
Frequently asked questions
What is a forward deployed engineer?
A forward deployed engineer works directly with a customer's team to build and run software inside that customer's real systems. The job mixes engineering, discovery and customer work. Public postings stress shipping production systems, not giving advice.
Is an AI implementation engineer the same as a forward deployed engineer?
They overlap a lot, and companies use the titles loosely. Both connect AI tools to real workflows and data. FDE roles usually spend more time embedded with customers, while implementation roles often focus on integrations and rollout.
Should I hire an AI engineer on contract or full-time in Kansas City?
Contract fits one scoped workflow with a clear finish line. Full-time fits ongoing ownership across many workflows. If you are unsure, contract-to-hire lets you see real work before you commit, and you should ask your accountant how to classify the role.
What should I test in an AI implementation engineer interview?
Test three things: a small paid work sample that actually runs, how the system behaves when the model is wrong, and what you get at handoff. Ask to use something live before the call ends. Ask for docs and make sure all accounts are in your name.
Is John Alewine available for full-time AI implementation or forward deployed engineer roles?
Yes. I take contract projects and I am open to full-time roles in AI implementation and forward deployed engineering. Email [email protected] with the workflow you want built.
Can John Alewine guarantee results?
No. If you want guaranteed results, I am not a fit. What I can do is show you working systems you can test yourself before we talk.
How can I check John Alewine's work before an interview?
Call Nora, the AI receptionist demo line, at (816) 683-2229. You can also run the free AI recommendation test on Get Found with AI and browse the Blur automations library. Every business I list is live.
Sources
- OpenAI, Forward Deployed Engineer (FDE), SF
- Anthropic, Forward Deployed Engineer, Applied AI (posting mirror)
- Anthropic, Forward Deployed Engineer (posting mirror, salary range)
- Accenture careers, Forward Deployed Engineer
- Anthropic Forward Deployed Engineer, GPS (consulting firm posting)
- Software Engineer, Implementation, Kansas City, MO (remote) posting
- Built In, artificial intelligence jobs in Kansas City
- Glassdoor, artificial intelligence jobs in Kansas City, MO
- ZipRecruiter, AI engineer jobs and pay in Kansas City, MO
- Indeed, AI jobs in Kansas City, MO
- IRS, Employee (common-law employee)