The Tech Transformation of Healthcare: How Data and AI are Reshaping the Industry
- emilymcsherry2023
- May 18
- 5 min read

In today's rapidly-evolving healthcare landscape, technology is no longer just an operational tool—it's becoming the backbone of patient care, operational efficiency, and critical decision-making. From artificial intelligence applications to sophisticated data analytics, technology is reshaping how healthcare organizations deliver services, and how professionals approach their roles. To understand this transformation, we spoke with several professionals working at the intersection of healthcare and technology about their experiences and insights.
The Digital Evolution of Healthcare
Healthcare has traditionally been slower to adopt technological innovation compared to other industries, but that's changing rapidly. The integration of data analytics, AI, and digital platforms is creating new possibilities for patient care and operational efficiency.
Sara, a Software Engineering Manager at a Fortune 10 tech company, has witnessed this evolution firsthand. With experience spanning from elevator controllers to health insurance systems, she emphasizes how technology is transforming healthcare delivery: "There's just a culture of eternal learning... nothing static. It's not slow, it's not stodgy. Sometimes it's almost too fast. But another mantra I have with a lot of my colleagues: it's never boring." This culture of innovation is driving healthcare organizations to adopt new technologies and approaches, creating opportunities for professionals with diverse skill sets.
Data-Driven Decision Making in Healthcare
At the heart of this transformation is data—and lots of it. Healthcare organizations are leveraging vast amounts of patient, operational, and financial data to improve outcomes and efficiency.

Nicole, a Business Intelligence Engineer at Humana, explains how data analytics is revolutionizing healthcare operations: "I use quality membership, financial, [and] health care claim data to ensure that our healthcare offerings are profitable and incentivize high-quality care from our providers."

Her work involves translating complex datasets into actionable insights: "There is so much waste—billions of dollars in waste in healthcare every year—and if we can work to reduce that waste, we can provide lower-cost, higher-quality health care, and that keeps people healthier, and puts a little bit back in their pockets."
The Rise of AI and Automation
Artificial intelligence is increasingly finding applications throughout the healthcare ecosystem. From diagnostic assistance to administrative automation, AI tools are helping healthcare professionals work more efficiently and effectively.
Zach, Head of Transformation at Optum, describes how his organization is using technology to transform healthcare delivery: "Being part of Optum gives me a chance to work on this drive towards value-based care. The healthier we can keep our patients, the more successful we are as a business."
Myron, Manager of Operations Excellence at Sharp HealthCare, highlights the importance of staying current with emerging technologies: "One of the big challenges of my role is... I'm not an expert in a lot of the fields I'm working in. How do I come in and show credibility when I'm surrounded by 30 doctors?" He explains that making a consistent commitment to learning as much as possible about the new trends impacting his workplace's projects is crucial for his success.
Career Opportunities in Healthcare Technology
The technology transformation of healthcare is creating diverse career opportunities for those with the right skills and interests. These roles extend far beyond traditional clinical positions.
Maria, Founder of WellSpace, which developed an AI-powered tool that optimizes a user's daily work schedule for health, notes the abundance of entrepreneurial opportunities in this area: "Entrepreneurship is that amazing lasagna—the more layers, the better, the more skills, the better."
Scott, a Product Sales Executive at Siemens Healthineers, describes the cutting-edge technologies he works with: "We even now have VR headsets that allow—while you're in surgery—to be able to manipulate it with your hands in the air, and not break the sterile field while you're still scrolling through all of the imaging and things like that."
Skills Needed for Success in Healthcare Technology
The intersection of healthcare and technology requires a unique blend of technical expertise, industry knowledge, and soft skills. Kasey, Lead Product Manager at Lyra Health, emphasizes the importance of empathy and user-centered thinking: "What makes really exceptional product managers are people who are also very empathetic and customer-obsessed. They really try to understand."
Nicole adds that success in healthcare technology requires both analytical thinking and creativity: "Having that analytical mindset is really important—where you're always questioning. You always want to know the why behind things... I think creativity is super important because you want to make things that are beautiful—that's what gets people's attention."
Furthermore, she highlights the importance of storytelling: "Ultimately you really want to be a good storyteller, and that is the magic behind data—it's just a bunch of numbers. What gives it meaning is the storytelling that we do by creating visualizations and providing analytics that really give a message about what's going on here."
Challenges and Ethical Considerations

Despite its promise, healthcare technology implementation comes with significant challenges and ethical considerations. Myron offers a candid assessment: "American healthcare is broken... It is a huge cruise ship that is stuck in the Suez Canal that you just can't move."

Nicole points out the challenge of balancing different stakeholder interests: "Bringing all the things together is really difficult, and it can be a bit dangerous, when you're thinking about the scope of your projects."
The Future of Healthcare Technology
Looking ahead, our experts see continued technological evolution in healthcare, with increasing integration of AI, data analytics, and digital platforms. Sara predicts further innovation and the need for adaptation: "I think often it's people who are actually multifaceted, who are really good at maybe the science or the math, but also are just kind of interested in different domains and problem spaces."
Zach emphasizes the importance of continuous learning and networking in this rapidly-evolving field: "Look for opportunities to be useful to the people around you, and as you go through that, you'll learn more about how the industry functions, build a network of supporters, and frankly, build your brand, which is useful."
Getting Started in Healthcare Technology
For those interested in pursuing careers in healthcare technology, our experts offer several paths to consider. Nicole outlines potential entry points: "You could consider... an entry-level business intelligence engineer position. You could also look into being a data engineer. Or a software developer. Or a software engineer, if you're really interested in writing code. You could be a product analyst... Or a data analyst, where you're taking in a lot of data and doing a lot of reporting."
Kasey notes that many in product management roles follow non-traditional paths: "What's interesting is that I think many of the product managers that I talk to, including myself, actually came in from completely different roles... I think that kind of enthusiasm, and [desire to be] first to fix things that weren't working well, really equipped me to shift over within the same company into a product role."
Conclusion
The technological transformation of healthcare is creating exciting opportunities for innovation and improvement. As data analytics, AI, and digital platforms become increasingly integrated into healthcare delivery, professionals with the right blend of technical skills, healthcare knowledge, and soft skills will be well-positioned to make significant contributions.
Whether you're a technologist interested in healthcare or a healthcare professional looking to develop technical skills, the intersection of these fields offers rich possibilities for meaningful and impactful work. As Nicole aptly puts it: "At Epic they have a saying: you put the patient at the center of everything. And I've really found that to be true in each health care organization that I've worked at." This patient-centered focus, combined with technological innovation, promises to shape the future of healthcare for years to come.
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Wishing you success,
Emily McSherry
Founder & CEO