高级软件工程师，预服务团队
Senior Software Engineer, Pre Service team
关于Collectly
Collectly是一家快速发展的医疗技术公司，通过人工智能驱动的自动化技术重塑收入周期管理（RCM）。每天有数百万患者在低效的计费系统中挣扎，而医疗机构则面临付款延迟、行政负担加重和运营复杂性上升的问题。
Collectly利用人工智能自动化工作流程，加速资金流动，并现代化患者的财务体验；使医疗机构能够更高效地运作，专注于提供医疗服务。
这个领域正处于最火热的阶段。医疗行业规模达4.9万亿美元，其采用人工智能技术的速度是其他经济领域的2.2倍。RCM是这一变革的核心，因为它为客户带来了明确且可证明的投资回报率。
关于该职位
我们正在招聘一名高级软件工程师，负责构建我们的预服务产品——平台中患者就诊前运行的部分：保险资格和福利、事先授权、转诊和患者费用估算。
大部分工作都在后台进行。没有单一的医疗数据源能提供完整的答案，因此我们需要多种方式来提取所需数据——真正的工程挑战在于整合和解释这些数据。
你将构建基于人工智能的工作流程，权衡每个来源返回的信息，解决冲突，并生成我们能提供的最可靠答案，并使用生产数据来发现我们在实际客户问题上的不足之处。
我们的技术栈以Python为主，我们寻找熟悉在Python中设计和演进后端系统的工程师。你将与创始人、工程领导、产品经理、设计师和其他工程师紧密合作。
我们是一家混合办公公司，部分团队位于美国圣莫尼卡，部分远程办公，分布在全美及欧洲各地。
主要职责
在这个职位上，你将
• 构建基于人工智能的工作流程，从多个数据提取渠道整合和解释数据，生成可靠的答案。
• 分析生产数据，发现并修复真实客户问题中的准确率差距。
• 从产品需求、代码、测试、可观测性、发布和维护等环节全面负责你的功能。
• 与创始人、产品经理、设计师和其他工程师协作，权衡取舍，打造世界级的产品。
• 以紧迫感构建关键功能，注重细节，编写高质量且易于维护的代码。
任职要求
必备条件
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查看英文原文
About Collectly
Collectly is a fast-growing healthcare technology company transforming revenue cycle management (RCM) through AI-driven automation. Millions of patients navigate inefficient billing systems every day, while providers face delayed payments, rising administrative burden, and operational complexity.
Collectly applies artificial intelligence to automate workflows, accelerate cash flow, and modernize the patient financial experience; enabling healthcare organizations to operate more efficiently and focus on delivering care.
There could not be a hotter space to play in. Healthcare is a $4.9T industry and is adopting AI technology at 2.2x the rate of the rest of the economy. RCM is at the heart of this transformation as it has a clear and demonstrable ROI to our customers.
About the role
We're hiring a Senior Software Engineer to build our pre-service products — the part of the platform that runs before a patient's visit: insurance eligibility and benefits, prior authorization, referrals, and patient cost estimates.
Most of this work is under the hood. No single source in healthcare gives a complete answer, so we have many ways to extract the data we need — and the real engineering is in combining and interpreting them.
You'll build AI-based workflows that weigh what each source returned, resolve the conflicts, and produce the most reliable answer we can, and use production data to find where we fall short on real customer problems.
Our stack is Python-first, and we're looking for engineers who are comfortable designing and evolving backend systems in Python. You'll collaborate closely with the founder, engineering leadership, product managers, designers, and fellow engineers.
We are a hybrid company, partly based in Santa Monica, USA and partly remote, spread out around the United States & Europe.
Key responsibilities
In this role you will
• Build AI-based workflows that combine and interpret data from multiple extraction channels to produce reliable answers.
• Analyze production data to find and fix accuracy gaps on real customer problems.
• Completely own your features end-to-end, from product requirements, code, testing, observability, rollout and maintenance.
• Collaborate with the founder, PMs, designers, and other engineers to navigate trade-offs and build a world-class product.
• Work with urgency to build critical features with a keen attention to detail and high-quality maintainable code.
Required qualifications
Must-haves
• At least 5 years experience building complex backend systems.
• Strong Python.
• Fluency with AI-assisted development — we use agentic coding tools (Claude Code and similar) as part of day-to-day engineering.
• A passion for building and delivering exceptional products.
• The ability to navigate a fast-paced work environment.
• Exceptional written and oral communication skills.
Nice-to-haves
• Experience with our technology stack: Python, Flask, SQLAlchemy, PostgreSQL, Redis.
• Experience shipping LLM-based features to production.
• Healthcare experience: eligibility and benefits, revenue cycle, EDI/X12, clearinghouse or EHR integrations.
Collectly is a tech-enabled patient billing platform that works as an add-on for your EHR/PM. Collectly accelerates and increases patient cash flow, streamlines post-service billing operations, and provides the best patient experience that works for all demographics.
Please, see a short video about us