人工智能工程主管 - NCT
Head of AI Engineering - NCT
Banyan Software 是为服务于特定行业的软件企业、其员工和客户提供的最佳永久家园。我们致力于在全球范围内收购、构建和增长优秀公司,通过共享的AI专业知识和运营纪律帮助它们实现现代化。Banyan Software 基金会由价值1亿美元的 Banyan 股票资助,利用技术打造更绿色、更公平的世界。Banyan 是 Great Place to Work 认证企业,五次入选 Inc. 5000 强,并位列德勤科技快速成长500强前十。成立于2016年,总部位于亚特兰大,Banyan 在北美、英国、欧盟和亚太地区运营超过100家投资组合公司。
AI 工程主管
公司:Next Chapter Technology(Banyan Software 的运营公司)
地点:美国(远程)——必须符合联邦相关合规要求
汇报对象:首席执行官
关于 Next Chapter Technology(NCT)
Next Chapter Technology 构建了 CaseWorks,这是一个嵌入美国县级卫生与人类服务运营中的关键内容和工作流管理平台。拥有15年的工程历史、专属安装基础和结构化运营数据,NCT 正处于成为 AI 首选平台的转折点。作为 Banyan Software 的运营公司,我们结合独立企业的敏捷性与全球企业的长期支持,这些企业终身收购、持有并增长软件公司。
机会介绍
我们正在寻找一位 AI 工程主管,领导 NCT 向 AI 首选平台的转型。这是一个高度亲力亲为、从工程师到领导者的角色,适合一位对复杂、遗留系统转型充满热情的顶尖工程师。
你将亲自带头执行“先独自构建”的严格指令。你的首要任务是亲自设计、构建并验证 NCT 首个 AI 驱动能力的版本,在扩大团队之前交付可衡量的客户价值。一旦 AI 工厂框架成功建立,你将负责人员管理职责,推动工程团队的扩展和技能提升,以采用这些现代工作流程。我们不寻找一个事不关己的管理者或幻灯片架构师——任何已经放弃日常技术执行的人都不适合这个职位。
你将负责
- AI 首选现代化(亲力亲为):亲自设计并构建 NCT 的基础 AI 能力(RAG 系统、代码生成、LLM 运行时等),确保在扩展团队前交付可衡量的客户价值
- AI 工厂建设:建立 AI 工厂框架,包括模型训练、部署、监控和优化流程
- 技术领导力:带领团队进行技术决策,推动 AI 能力的持续演进
- 团队发展:培养和提升工程团队的技术能力,使其能够高效地使用 AI 工具和流程
- 与产品和业务部门协作:确保 AI 能力与业务目标一致,推动 AI 在产品中的落地
查看英文原文
Banyan Software is the best permanent home for software businesses that serve specialized industries, their employees, and their customers. We are on a mission to acquire, build, and grow great companies worldwide, helping them modernize through shared AI expertise and operational discipline. The Banyan Software Foundation, endowed with $100 million in Banyan stock, leverages technology to build a greener and more equitable world. Banyan is Great Place to Work Certified, a five-time Inc. 5000 honoree, and a top 10 company on the Deloitte Technology Fast 500. Founded in 2016 and headquartered in Atlanta, Banyan operates more than 100 portfolio companies across North America, the UK, EU, and APAC.
Head of AI Engineering
Company: Next Chapter Technology (An Operating Company of Banyan Software)
Location: US-Based (Remote) — Must meet federal-adjacent compliance eligibility Reports To: Chief Executive Officer
About Next Chapter Technology (NCT)
Next Chapter Technology builds CaseWorks, a mission-critical content and workflow management platform embedded in county-level Health and Human Services operations across the United States. With a 15-year engineering history, a captive install base, and structured operational data, NCT sits at an inflection point to become an AI-first platform. As a Banyan Software operating company, we combine the agility of an independent business with the permanent backing of a global enterprise that buys, holds, and grows software companies for life.
The Opportunity
We are seeking a Head of AI Engineering to spearhead NCT’s transition into an AI-first platform. This is an intensely hands-on, builder-to-leader role designed for an elite engineer who is energized by complex, legacy transformation.
You will lead from the front with a strict "build-solo-first" mandate. Your initial mission is to personally design, build, and prove the first version of NCT's AI-driven capability, shipping measurable customer value before expanding headcount. Once the AI factory framework is successfully established, you will take on the people-management responsibility of scaling and upskilling the engineering team to adopt these modern workflows. We are not looking for a hands-off manager or a slide-deck architect—anyone who has left day-to-day technical execution behind will not be a fit.
What You Will Own
- AI-First Modernization (Hands-On): Personally design and build NCT's foundational AI capabilities (RAG systems, code generation, LLM orchestration, and multi-agent workflows) to analyze legacy code and generate production-ready services.
- Platform Modernization: Pragmatically refactor legacy components into scalable, cloud-native services and replace manual workflows with AI-driven automation without succumbing to the temptation of a wholesale platform rewrite.
- Phased Engineering Leadership: Once the AI factory is proven solo, you will assume direct delivery outcomes: managing team execution, elevating talent density, setting engineering rhythms, and mentoring developers into an AI-native way of working.
- Safe, Compliant Execution: Safely deploy features (utilizing feature flags, shadow mode, and monitoring) while strictly operating within government-adjacent and public-sector compliance frameworks (HIPAA, CJIS).
- Banyan Ecosystem Partnership: Act as the core technical partner to the CEO while collaborating with Banyan's centralized AI initiatives to accelerate localized product value.
What We Are Looking For
- Deep Software Breadth: 8+ years of hands-on software engineering with a proven track record of modernizing complex architectures and establishing cloud-native/DevSecOps practices.
- Production AI Experience: Documented history of shipping functional AI/ML systems end-to-end to real users (data pipelines, modeling, deployment, and monitoring). You treat AI tooling as the core foundation of engineering productivity.
- The "Build-Solo" Appetite: Experience as a founding or first AI engineer who is completely comfortable delivering baseline architecture independently before relying on a large team.
- Pragmatic Refactoring Judgment: Exceptional judgment regarding build-vs-buy decisions and the patience required to guide a 15-year-old Microsoft-stack platform through a modernization step-change.
- Leadership Maturity: Proven track record of managing engineering teams and a genuine desire to develop technical talent rather than operating in a silo.
- Radical Humility: Non-negotiable at Banyan. You possess strong commercial acumen and an exploratory mindset, but you earn trust through coachability and clear-eyed self-awareness.
- Logistics: Must be US-based and fully eligible for government-adjacent/public-sector compliance work.
Nice-to-Haves
- Direct GovTech, public sector, or federal case management software experience.
- Familiarity with the Microsoft AI stack (Azure ML, Azure OpenAI integrations) given the CaseWorks platform heritage.
- Experience managing, coordinating, or collaborating with distributed/offshore engineering teams.
Success Metrics (First 3–6 Months)
- AI-assisted development model built and in production use.
- Initial wave of high-value AI features successfully shipped inside CaseWorks.
- Measurable, predictable improvements in engineering delivery speed and cadence.
- Core legacy components systematically modernized into scalable cloud services.
Why Join Us & The Banyan Family?
- A Permanent Home, Not a Portfolio Play: Banyan buys, holds, and grows companies for life. We never resell. You can invest in real architectural health and long-term value without an arbitrary 3-to-5-year exit clock cutting your work short.
- True Autonomy with Enterprise Backing: Complete ownership of the AI strategy, tool choices, and engineering execution, combined with the financial stability and shared expertise of a global network.
- Built-In Peer Network: Gain immediate access to a vibrant community of Banyan operating company leaders sharing playbooks, lessons, and real-world tech-stack modernizations.
Diversity, Equity, Inclusion & Equal Employment Opportunity at Banyan: Banyan affirms that inequality is detrimental to our Global Teams, associates, our Operating Companies, and the communities we serve. As a collective, our goal is to impact lasting change through our actions. Together, we unite for equality and equity. Banyan is committed to equal employment opportunities regardless of any protected characteristic, including race, color, genetic information, creed, national origin, religion, sex, affectional or sexual orientation, gender identity or expression, lawful alien status, ancestry, age, marital status, or protected veteran status and will not discriminate against anyone on the basis of a disability. We support an inclusive workplace where associates excel based on personal merit, qualifications, experience, ability, and job performance.
Please Note: Banyan Software does not accept unsolicited resumes or applications submitted via email, LinkedIn, or other direct channels. All candidates must apply through our official Careers site to be considered for employment. Applications submitted outside of our applicant tracking system will not be reviewed.
Recruitment Notice
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