{"schemaVersion":"jobsearcher.job.v1","id":"6372a8d8a54a3af471309b35","url":"https://jobsearcher.com/jobs/6372a8d8a54a3af471309b35","canonicalUrl":"https://jobsearcher.com/jobs/6372a8d8a54a3af471309b35","title":"Full Stack AI Engineer/Developer","description":"Join MRE Consulting! We specialize in helping organizations navigate complex business and technology challenges, providing expertise that supports critical operations, strategic initiatives, and end-to-end delivery. Whether overseeing commodity transactions from the trading floor to final delivery or guiding projects from planning through execution, we help clients achieve their goals while managing risk, driving efficiency, and creating lasting business value.\n\nWe are different from other big-name consulting firms in that we do not have the typical “up or out” culture. Instead, we empower our employees to explore their own career paths and achieve great things. This also means you will experience merit-based growth driven by your performance and contributions, not politics.\n\nOur team includes market-leading experts with deep experience across industries, technologies, operational processes, and project delivery disciplines. At MRE, we are proud to go the distance with integrity, expertise, and personal commitment.\n\nWhat we are looking for\n\nAn engineer who moves fluidly between a product decision, a database schema, and a model’s failure mode, often within the same day. We are not looking for a specialist who dabbles in AI, or a researcher who tolerates the frontend. We need someone who treats the entire stack, model behavior included, as one system they are accountable for end to end.\n\nThis role requires comfort with ambiguity that has not yet been broken into tickets. Much of what we build has no established pattern to follow — defining what “correct” looks like is as much a part of the job as implementing it.\n\nWhat you will be doing\nBuilding and shipping complete features — UI, API, data layer, and any model or agent logic underneath — without waiting on a handoff\nDesigning and iterating on prompts, evals, and agent workflows, and holding them to the same standard as production code: versioned, tested, and monitored\nDeciding where logic should live — client, server, or model — and revising those decisions when new evidence warrants it\nDiagnosing issues that span layers, tracing a UX problem back through the retrieval logic to the schema decision that caused it\nWorking directly with the owner of the product outcome, translating ambiguous goals into working software with minimal handoff\nEstablishing the infrastructure your own work depends on — CI, deployment, observability — rather than waiting on a platform team\n\nWhat you bring\nProduction experience across a modern web stack — frontend, backend, and the data layer connecting them — not limited to coursework or personal projects\nHands-on experience building with LLMs beyond a single API call: prompt iteration, retrieval, evaluation, or agent orchestration in something that shipped\nJudgment to distinguish problems that require a model from those that require a well-indexed query\nAbility to read and debug code you did not architect\nA record of shipping finished work, not just prototypes that performed well in a demo\nClear, precise written communication — you will be explaining technical tradeoffs to people who need the reasoning, not just the conclusion\n\nINTERESTED? APPLY BELOW AND LET’S TALK!","company":"Mre Consulting","rawCompany":"mre consulting","city":"Houston","state":"TX","isRemote":false,"isActive":false,"createdAt":"2026-08-22T15:56:53.331Z","occupations":[{"code":"15-1252.00","title":"Software Developers","slug":"software-developers"},{"code":"15-1254.00","title":"Web Developers","slug":"web-developers"},{"code":"15-1299.08","title":"Computer Systems Engineers/Architects","slug":"computer-systems-engineers-architects"}],"industries":[{"code":"541511","title":"Custom Computer Programming Services","slug":"custom-computer-programming-services"},{"code":"513210","title":"Software Publishers","slug":"software-publishers"},{"code":"541512","title":"Computer Systems Design Services","slug":"computer-systems-design-services"}],"jobPosting":{"@context":"https://schema.org","@type":"JobPosting","title":"Full Stack AI Engineer/Developer","description":"Join MRE Consulting! We specialize in helping organizations navigate complex business and technology challenges, providing expertise that supports critical operations, strategic initiatives, and end-to-end delivery. Whether overseeing commodity transactions from the trading floor to final delivery or guiding projects from planning through execution, we help clients achieve their goals while managing risk, driving efficiency, and creating lasting business value.\n\nWe are different from other big-name consulting firms in that we do not have the typical “up or out” culture. Instead, we empower our employees to explore their own career paths and achieve great things. This also means you will experience merit-based growth driven by your performance and contributions, not politics.\n\nOur team includes market-leading experts with deep experience across industries, technologies, operational processes, and project delivery disciplines. At MRE, we are proud to go the distance with integrity, expertise, and personal commitment.\n\nWhat we are looking for\n\nAn engineer who moves fluidly between a product decision, a database schema, and a model’s failure mode, often within the same day. We are not looking for a specialist who dabbles in AI, or a researcher who tolerates the frontend. We need someone who treats the entire stack, model behavior included, as one system they are accountable for end to end.\n\nThis role requires comfort with ambiguity that has not yet been broken into tickets. Much of what we build has no established pattern to follow — defining what “correct” looks like is as much a part of the job as implementing it.\n\nWhat you will be doing\nBuilding and shipping complete features — UI, API, data layer, and any model or agent logic underneath — without waiting on a handoff\nDesigning and iterating on prompts, evals, and agent workflows, and holding them to the same standard as production code: versioned, tested, and monitored\nDeciding where logic should live — client, server, or model — and revising those decisions when new evidence warrants it\nDiagnosing issues that span layers, tracing a UX problem back through the retrieval logic to the schema decision that caused it\nWorking directly with the owner of the product outcome, translating ambiguous goals into working software with minimal handoff\nEstablishing the infrastructure your own work depends on — CI, deployment, observability — rather than waiting on a platform team\n\nWhat you bring\nProduction experience across a modern web stack — frontend, backend, and the data layer connecting them — not limited to coursework or personal projects\nHands-on experience building with LLMs beyond a single API call: prompt iteration, retrieval, evaluation, or agent orchestration in something that shipped\nJudgment to distinguish problems that require a model from those that require a well-indexed query\nAbility to read and debug code you did not architect\nA record of shipping finished work, not just prototypes that performed well in a demo\nClear, precise written communication — you will be explaining technical tradeoffs to people who need the reasoning, not just the conclusion\n\nINTERESTED? APPLY BELOW AND LET’S TALK!","datePosted":"2026-08-22T15:56:53.331Z","dateModified":"2026-08-22T15:56:53.331Z","hiringOrganization":{"@type":"Organization","name":"Mre Consulting","sameAs":"https://jobsearcher.com"},"jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Houston","addressRegion":"TX","addressCountry":"US"}},"identifier":{"@type":"PropertyValue","name":"JobSearcher","value":"6372a8d8a54a3af471309b35"},"url":"https://jobsearcher.com/jobs/6372a8d8a54a3af471309b35"}}