15 Oct 2026

Career Stories

Switching Lanes from Marketing to Becoming an AI Specialist


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Switching Lanes from Marketing to Becoming an AI Specialist

"If not now, when?" With that mindset, Joycelyn Woo — who had eight years of experience in marketing — threw herself into upskilling during the COVID-19 pandemic, and made a career switch into artificial intelligence more than three years ago, opening a new chapter in her professional life.

Joycelyn Woo, now 36, is a Senior AI Specialist at Synapxe, the national healthtech agency. She has no background in computer science or programming, yet through passion and continuous learning, she successfully made the transition in 2023.

During the pandemic, in-person marketing events slowed due to restrictions, giving her the opportunity to rethink her career direction. Having always had an interest in data analytics, she began making use of the SkillsFuture funding from mid-2021, enrolling in short courses related to data analytics and AI to see whether the field was truly a good fit for her.

Once she confirmed her interest, she enrolled in January 2022 in the Master of Science in Business Analytics programme at the NUS Institute of Systems Science, initially studying part-time while working before switching to full-time study, completing the programme in about a year and a half.

She interned at Synapxe from March to August 2023, and after graduating, officially joined the company in September of the same year.

The career switch was not without its challenges. "In my previous marketing role, I had to organise events to meet marketing objectives," she said. "Now, I need to grasp more technical knowledge, evaluate different AI solutions, and solve real-world problems. The AI field moves quickly, so you have to keep learning and stay on top of the latest developments."

Her current work involves developing AI solutions, and one project that left a particularly strong impression on her was participating in the proof-of-concept work for HealthHub AI shortly after joining Synapxe.

The beta version of HealthHub AI, which is now live, is an AI chatbot that understands all four of Singapore's official languages. Members of the public can use it through the HealthHub website or mobile app to look up health information, healthcare services, and more. The system responds in the user's chosen language and also has translation and text-to-speech capabilities.

Joycelyn recounted how the team visited polyclinics and neighbourhood communities to let residents — especially elderly users — try out the prototype, in order to understand their needs around multilingual and voice features.

"Some of the elderly users were very excited after trying it out," she recalled. "They couldn't wait to ask when they could download it, and wanted to recommend it to their friends. Knowing that technology can help elderly people who aren't proficient in English access medical information more easily — that's what gives me a real sense of fulfilment in this work."

从市场营销转换跑道 当上AI专员

“现在不行动,还要等到什么时候?”抱着这样的想法,拥有八年市场营销经验的胡韵婷,在冠病疫情期间积极进修,三年多前转行投身人工智能领域,开启事业新篇章。

现年36岁的胡韵婷,是全国医疗科技机构新联科技(Synapxe)的高级人工智能(AI)专员。她没有电脑科学或编程背景,却凭着兴趣和不断学习,在2023年成功转行。

疫情期间,实体营销活动因防疫限制而放缓,让她有机会重新思考事业方向。向来对数据分析感兴趣的她,从2021年中开始善用技能创前程培训补助,报读一些与数据分析和AI相关的短期课程,看自己是否真的适合这个领域。

确认兴趣后,她于2022年1月报读新加坡国立大学系统科学院的企业商业分析硕士课程,起初半工半读,后来转为全职进修,历时约一年半完成学业。

她在2023年3月至8月到新联科技实习,毕业后于同年9月正式加入公司。

转换跑道并非没有挑战。胡韵婷说:“过去从事营销工作,需要举办活动达到营销目标;如今则须掌握更多技术知识,评估不同AI方案,解决实际问题。

“AI领域发展迅速,因此必须不断学习,跟上最新发展。”

她目前负责开发AI方案,其中一个令她印象深刻的工作,是加入新联科技不久后,参与HealthHub AI的概念验证工作。

目前已上线的HealthHub AI测试版,是听得懂本地四种官方语言的AI聊天助手。公众可通过HealthHub网站或手机应用,查询健康知识、医疗保健服务等信息。系统会以用户选择的语言作答,也具备翻译及语音朗读功能。

胡韵婷说,团队当时走访综合诊疗所及邻里社区,让居民尤其是年长者试用原型,了解他们对多语言及语音功能的需求。

她忆述:“一些年长者试用后十分兴奋,迫不及待询问何时能下载,还想介绍给朋友。科技能够帮助不谙英语的年长者,更方便地获取医疗资讯,这让我从工作中获得满足感。”

Source: Lianhe Zaobao © Singapore Press Holdings Limited | Reproduced with permission.

 

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