AI工程负责人
Head of AI Engineering
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长期家园。凭借“收购-增长-长期持有”的策略和永久性资本基础,Banyan 全球收购并培育公司,尊重创始人遗产,并通过共享的 AI 专业知识和运营纪律帮助投资组合公司实现现代化。自 2016 年成立以来,Banyan 在北美和南美、欧洲及亚太地区运营超过 120 家投资组合公司,并连续六年登上 Inc. 5000 榜单。Banyan Software 基金会拥有 1 亿美元 Banyan 股票,利用技术打造更绿色、更公平的世界。
## **AI 工程负责人**
**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 开发了 CaseWorks,这是一个嵌入美国县级卫生与人类服务操作中的关键任务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 正处于转型为 AI 驱动平台的关键节点。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,致力于收购、持有并持续发展软件公司。
#### **职位机会**
我们正在寻找一名 **AI 工程负责人**,引领 NCT 向 AI 驱动平台的转型。这是一项高度参与、由工程师向领导者转变的职位,适合一位热衷于复杂、遗留系统改造的顶尖工程师。
你将亲自带头执行严格的 **“先独自构建”** 方针。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,你将负责工程团队的人员管理,推动团队规模扩展和技能提升,以采用这些现代工作流程。我们不寻找事不关己的管理者或只做幻灯片设计的人——任何已放弃日常技术执行的人都不适合这个职位。
#### **你将负责**
- **AI 驱动现代化(亲自参与):** 亲自设计并构建 NCT 的首个 AI 驱动能力,验证其可行性,并在扩大团队前交付可衡量的客户价值。
- **技术架构与开发:** 构建 AI 工厂的基础架构,确保可扩展性和可维护性,同时与现有系统无缝集成。
- **AI 能力产品化:** 将 AI 技术转化为实际产品功能,提升用户体验和业务价值。
- **团队建设与领导:** 在 AI 工厂框架建立后,带领和培养一支高效的 AI 工程团队,推动技术创新和流程优化。
- **跨部门协作:** 与产品、数据科学、运营等团队紧密合作,确保 AI 能力与业务目标一致。
- **技术战略规划:** 制定 AI 工程的长期技术路线图,推动 NCT 向 AI 驱动平台的全面转型。
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. With a buy-grow-and-hold-for-life approach and a permanent capital base, Banyan acquires and grows companies worldwide, honoring founder legacies and helping portfolio companies modernize through shared AI expertise and operational discipline. Founded in 2016, Banyan operates more than 120 portfolio companies across North and South America, Europe, and APAC, and has appeared on the Inc. 5000 list for six consecutive years. The Banyan Software Foundation, endowed with $100 million in Banyan stock, leverages technology to build a greener and more equitable world.
## **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**_
Banyan Software may use artificial intelligence (AI) tools to assist in screening and/or assessing applicants during the recruitment process. All hiring decisions are made by our team. Personal information submitted through your application will be collected and used for recruitment purposes in accordance with applicable privacy laws. Contact us at any time with questions about our process or to request accommodation.
_**Beware of Recruitment Scams**_
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**Protect yourself by following these steps:**
- Verify that all communications from our recruiting team come from an **@banyansoftware.com** email address.
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Your safety and security are important to us. Thank you for staying vigilant.