{"id":58605,"date":"2026-08-23T16:01:55","date_gmt":"2026-08-23T06:01:55","guid":{"rendered":"https:\/\/www.cloudproinc.com.au\/index.php\/2026\/08\/23\/what-to-look-for-when-hiring-a-senior-forward-deployed-engineer\/"},"modified":"2026-08-23T16:03:16","modified_gmt":"2026-08-23T06:03:16","slug":"what-to-look-for-when-hiring-a-senior-forward-deployed-engineer","status":"publish","type":"post","link":"https:\/\/www.cloudproinc.com.au\/index.php\/2026\/08\/23\/what-to-look-for-when-hiring-a-senior-forward-deployed-engineer\/","title":{"rendered":"What to Look for When Hiring a Senior Forward Deployed Engineer"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">In this blog post What to Look for When Hiring a Senior Forward Deployed Engineer we will explain how to identify someone who can turn an AI idea into a secure, useful system that delivers measurable business value.<\/p>\n\n\n\n<!--more-->\n\n\n\n<p class=\"wp-block-paragraph\">The risk is not simply hiring someone who lacks technical skills. It is hiring an excellent programmer who builds the wrong solution, cannot work with operational teams or produces a promising demonstration that never becomes reliable enough for everyday use.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">At a high level, a forward deployed engineer works closely with your business rather than building software from a distance. They study the problem, work with employees, connect AI to existing systems, manage security risks and remain involved until the solution is working in production.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you need more background on the position, start with our guide to what a senior forward deployed engineer does for your business. Here, we will focus on how to assess candidates and consultants before you trust them with an important AI project.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Start with the business problem rather than the CV<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A long list of programming languages can look impressive, but it does not tell you whether the candidate can improve a business process. The strongest forward deployed engineers begin by asking what is slow, expensive, risky or frustrating today.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">During an interview, describe a real operational problem without suggesting a solution. For example, your customer service team may spend hours searching across emails, SharePoint and a customer management system before responding to routine requests.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A strong candidate should ask questions such as:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>How much employee time does the process consume?<\/li>\n<li>Which systems contain the required information?<\/li>\n<li>What errors currently occur?<\/li>\n<li>Which information is sensitive?<\/li>\n<li>What would a successful result look like after three months?<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Be cautious if the person immediately recommends a chatbot, AI agent or particular model. Good forward deployed engineering starts with diagnosis, not a favourite product.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Understand the technology behind the role<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Most modern AI projects use a large language model such as OpenAI or Anthropic Claude. A large language model is the technology that can understand instructions and generate human-like text, summaries, answers or recommendations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The model is only one part of a working business system. It may also need secure access to company documents, Microsoft 365, databases, customer records or Azure applications. These connections are commonly made through APIs, which are controlled pathways that allow different software systems to exchange information.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A capable forward deployed engineer should also understand retrieval-augmented generation. Despite the complicated name, this simply means finding relevant information in your approved company sources and giving it to the AI before it answers. This helps the system use current business information rather than relying only on the model\u2019s general training.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">They should be able to explain how identity controls, logging, testing and human approvals fit around the AI. Identity controls determine who can access information, while logging creates a record of what the system did. Human approvals ensure that higher-risk actions, such as changing customer data or sending a financial commitment, are checked before they proceed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You do not need a candidate who overwhelms executives with technical detail. You need someone who understands the complete system and can explain why each part matters to cost, risk and reliability.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Look for broad technical judgement<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A forward deployed engineer often works across AI models, cloud services, company data, software integrations and security controls. Narrow expertise can create expensive gaps between these areas.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For a Microsoft-based organisation, useful experience may include Azure, Microsoft 365, Microsoft Intune\u2014which manages and secures company devices\u2014Microsoft Defender, OpenAI services and identity management. Experience with Claude and other model providers is also valuable because the best option depends on the task, security needs and budget.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ask candidates to describe a system they delivered from initial discovery through to everyday use. Listen for evidence that they made sensible trade-offs instead of choosing the most advanced technology available.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For example, did they use a simpler workflow because it was easier to control? Did they reduce the amount of information sent to an AI model? Did they design an alternative process for times when the model or a connected system was unavailable?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These choices may sound less exciting than a polished demonstration, but they are what keep operating costs predictable and reduce disruption.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Make security part of the interview<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">An AI system may access internal documents, employee details, intellectual property or customer information. Security cannot be added after the application has already been built.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ask how the candidate would prevent an employee from using AI to retrieve information they would not normally be allowed to see. They should discuss existing access permissions, secure sign-in, data classification, monitoring and testing.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For Australian organisations, the candidate should also understand the Essential Eight, the Australian Government\u2019s cybersecurity framework that helps organisations reduce common cyber risks. They do not need to be a compliance lawyer, but they should know how application controls, access restrictions, patching, backups and multi-factor authentication affect the system they are building.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Privacy also matters. A credible candidate will ask where information is stored, which providers process it, how long it is retained and whether sensitive data is genuinely needed for the use case.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">CloudPro Inc assesses this area from both delivery and security perspectives. Our work as a Microsoft Partner and Wiz Security Integrator helps us examine the AI application as well as the cloud environment around it, rather than treating them as separate concerns.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Test whether they can work with non-technical teams<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A forward deployed engineer will spend time with executives, operational employees, security specialists and internal IT teams. The person must be able to listen without making employees feel that technology is being imposed on them.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ask the candidate to explain a previous project as if they were speaking to an operations director. If the answer is dominated by product names and technical abbreviations, they may struggle to build support outside IT.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You should also look for someone who handles disagreement constructively. Business leaders may want rapid results, security teams may want stronger controls and employees may worry that AI will make their roles harder. The engineer must turn these concerns into practical design decisions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is one reason the role can be so effective at aligning business and technology teams. Communication is not an optional soft skill. It directly affects delivery speed, adoption and return on investment.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ask for evidence of production delivery<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Building a prototype is relatively easy. Running a system reliably with real users, changing data and security requirements is much harder.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ask candidates what happened after their previous solution was launched. How was performance monitored? How were incorrect AI answers identified? Who supported users? What documentation and training were provided? How was knowledge transferred to the customer\u2019s internal team?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A strong answer will cover testing, staged releases, user feedback, cost monitoring and ongoing improvement. It should also explain how the system was handed over without leaving the business permanently dependent on one engineer.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This production mindset is central to improving AI project delivery. The objective is not to finish a technical build. It is to create a business capability people can use safely and consistently.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Use a practical interview exercise<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Instead of relying only on standard interview questions, give the candidate a short business scenario. A useful exercise could be:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>A 200-person professional services company wants AI to help staff prepare client reports.\nDocuments are stored across SharePoint, email and a customer management system.\nSome files contain commercially sensitive information.\nThe company wants an initial result within 12 weeks.<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Ask the candidate to outline their first four weeks. A strong response should include stakeholder interviews, workflow observation, data and security assessment, a clearly defined success measure and a small initial test with real users.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">They should not promise to automate everything immediately. A sensible first target might be reducing report preparation time while requiring an employee to review every output before it reaches a client.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This exercise reveals how the person handles uncertainty. It also shows whether they balance speed with security instead of treating them as competing goals.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Watch for common warning signs<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>They lead with tools.<\/strong> The conversation centres on models and platforms rather than your business problem.<\/li>\n<li><strong>They cannot define success.<\/strong> There is no clear measure for time saved, errors reduced, revenue protected or risk controlled.<\/li>\n<li><strong>They dismiss security concerns.<\/strong> Sensitive information and access permissions are treated as problems to solve later.<\/li>\n<li><strong>They have only built demonstrations.<\/strong> They cannot explain monitoring, support, adoption or production failures.<\/li>\n<li><strong>They communicate poorly.<\/strong> Executives and operational employees cannot understand their recommendations.<\/li>\n<li><strong>They create dependency.<\/strong> There is no plan for documentation, training or knowledge transfer.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Choose for outcomes rather than novelty<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The right forward deployed engineer combines technical depth, commercial judgement, security awareness and the ability to work closely with people. That combination is uncommon, which is why the selection process should test more than coding ability.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You will also need to decide whether the capability belongs inside your permanent team or should be brought in for a defined engagement. Our guide on whether to hire or contract a senior forward deployed engineer explains how workload, urgency, budget and knowledge transfer affect that decision.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">With more than 20 years of enterprise IT experience, CloudPro Inc takes a practical approach to this work across Azure, Microsoft 365, OpenAI, Claude, Defender and Wiz. We are based in Melbourne and work directly with organisations across Australia and internationally, without the layers that often come with a large, faceless provider.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you are assessing a forward deployed engineer or trying to work out what skills your AI project actually needs, we are happy to review the requirements with you\u2014no strings attached.<\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>The right forward deployed engineer turns AI ideas into secure, measurable business results. Learn how to assess technical depth, commercial judgement, communication skills and delivery experience.<\/p>\n","protected":false},"author":1,"featured_media":58607,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_opengraph-title":"Senior Forward Deployed Engineer: What to Look For","_yoast_wpseo_opengraph-description":"Learn how to assess a senior forward deployed engineer for business judgement, AI delivery, system integration, security, privacy and production reliability.","_yoast_wpseo_twitter-title":"Senior Forward Deployed Engineer: What to Look For","_yoast_wpseo_twitter-description":"Learn how to assess a senior forward deployed engineer for business judgement, AI delivery, system integration, security, privacy and production 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