软件工程师,AI/ML
Software Engineer, AI/ML
在像Smile Digital Health这样的公司工作意味着支持我们关于#BetterGlobalHealth的使命。我们每天都在努力实现这一目标,我们的创新健康数据平台和数据管理解决方案的影响已在超过20个国家得到体现。我们位列Deloitte 2024年Technology Fast 50排行榜第19位!
Smile Digital Health通过我们领先的基于FHIR的数据解放平台,让医疗保健利益相关者轻松收集和交换数据。
在核心上,Smile平台使个人和组织能够更好地管理医疗数据。我们帮助生成和释放结构化医疗数据,以确保在护理团队和医疗系统中有效交付,每天为患者带来#BetterGlobalHealth!
立即申请,找到众多值得SMILE的理由!
软件开发工程师 - AI/ML是产品部门Smile Labs团队的一员,将负责制定基于Smile Digital Health产品的AI和机器学习策略及软件组件。该团队专注于可扩展解决方案模型中的客户特定需求。你将在敏捷环境中工作,每两周为一个冲刺周期。
职责:
- 作为团队中的AI/ML专家,了解新兴技术、趋势和机会,并将AI/ML策略和最佳实践融入我们的解决方案。
- 协助记录公司的AI战略,并确保与产品路线图和公司目标一致。
- 在项目开始时协助制定方法、范围、里程碑和解决方案设计。
- 与开发团队一起实施AI/ML解决方案;编写代码,配置外部组件并原型化新技术。
- 编写可维护的代码和单元测试,并创建相关文档。
- 如有需要,参与客户会议。
- 紧密关注所有优先级、截止日期和待办事项,积极指导和支持团队完成所需项目任务。
- 理解正在开发的功能,以支持团队。
- 深入的面对面代码审查、配对编程和协作问题分析。
- 参与定期的产品和/或技术会议,根据需要提出建议或积极参与企业技术流程、架构和战略。
要求:
- 5年以上软件架构、全栈开发或AI工程经验
- 有实际经验
查看英文原文
Working for a company like Smile Digital Health means supporting our mandate for #BetterGlobalHealth. We strive towards this goal every day, and the results can be seen in the impact of our innovative health data platform and data management solutions, which are used in over 20 countries. We were #19 on Deloitte's Technology Fast 50 Ranking for 2024!
Smile Digital Health makes it easy for healthcare stakeholders to collect and exchange data with our leading FHIR-based data liberation platform.
At its heart, the Smile platform enables people and organizations to better manage healthcare data. We help generate and liberate structured healthcare data to ensure effective delivery across care teams and health systems bringing #BetterGlobalHealth to patients everyday!
Apply today and find plenty of reasons to SMILE!
The Software Developer - AI/ML is part of the Smile Labs team in the Product Department and will be responsible for developing the Artificial Intelligence strategy and software components for AI and Machine Learning that build on top of Smile Digital Health products. The team focuses on customer-specific requirements in a scalable solution model. You will work in an Agile environment with 2-week sprints.
Responsibilities:
- Be the AI/ML subject matter expert on the team. Stay abreast of emerging technologies, trends and opportunities, and infuse AI/ML strategy and best practices into our solutions.
- Help document the company’s AI strategy and ensure alignment with the product roadmap and company objectives.
- Help shape the approach, scope, milestones, and solution design at the project start.
- Implement AI/ML solutions with the development team; write code, configure external components and prototype new technology.
- Write manageable code and unit tests and create relevant documentation.
- Participate in client meetings if required.
- Remain acutely aware of all priorities, deadlines, and backlogs to positively coach and assist the team in completing the required project tasks.
- Understand the functionality being developed to provide support to the team.
- In-depth in-person code reviews, pair programming, and collaborative problem analysis.
- Participate in recurring Product and/or Technology meetings to suggest or actively participate in corporate technical processes, architecture, and strategy, as required.
Requirements:
- 5+ years of experience in software architecture, full-stack development, or AI engineering
- Proven experience designing and documenting end-to-end software architectures for complex projects
- At least two years of experience implementing advanced AI solutions, including semantic matching, RAG systems, and document parsing for structured content
- Experience designing and deploying agentic systems using frameworks such as LangGraph, Crew AI, or the OpenAI Agents SDK
- Working knowledge with coding assisted platforms like Claude Code, Codex
- Knowledge of Model Context Protocol (MCP), related tooling systems, model ensemble methods, and fine-tuning techniques
- Usage experience with Knowledge Graph databases like Neo4j or others
- Working knowledge of Apache suites like Databricks, Spark, and Iceberg or other related workflows
- Experience with Human-in-the-loop (HITL) integrations within AI workflows
- Experience implementing evaluation frameworks, results testing, and iterative refinement techniques for AI models
- Proficient in coding best practices, including writing clean, modular code and utilizing shared internal libraries
- Deep understanding of all authored code, including code generated or co-authored by AI tools
- Experience writing comprehensive unit and integration tests, along with accompanying technical documentation
- Ability to author clear, concise documentation that enables seamless developer onboarding and project contribution
- Strong collaboration skills with a track record of owning specific development components and meeting strict deadlines
- Experience mentoring team members and collaboratively brainstorming technical architectures
Smile discloses that artificial intelligence (AI) may be used in portions of the recruitment and selection process, such as resume screening or application assessment. All hiring decisions are ultimately made by qualified human decision-makers, and AI tools are used to support — not replace — fair and equitable hiring practices.
This position is a replacement role, created to support Smile’s continued growth and commitment to operational excellence.
Some of the benefits we offer:
* Remote Work Environment
* Flexible Time Away From Work Policy including PTO, Personal and Sick Days
* Competitive Salary and Health/Medical Benefits
* RRSP/TFSA/401K Employee Contribution
* Life and Disability
* Employee Assistance Program
* FHIR Study Program and Skillsoft Learning
* Super HAPI Fun Club
Smile's core values include respect, inclusion, embracing our differences, and celebrating shared values because our people are the foundation of our success. We are big on creating a sense of belonging and empowering each other to bring our authentic selves to work. We are dedicated to fostering a workplace that values diversity, equity, and inclusion.
We welcome and encourage candidates of all backgrounds to apply. Candidates are encouraged to inform us if they wish to discuss or require accommodations during interviews or while working at Smile.
Originally posted on Himalayas