Applied AI Engineer

About the Company:

Redesign Health is a global venture builder that empowers founders to launch and scale transformative healthcare companies. We help founders overcome the unique challenges of healthcare innovation with an ecosystem and suite of capabilities supporting ideation and diligence, commercial traction, and execution. Since 2018, we have backed founders to launch more than 65 companies that have touched the lives of over 15 million patients and generated more than $1 billion in revenue. We believe we can create breakthrough innovations in global health technology through grit, technical excellence, and teamwork. We seek out builders who share our ambitious vision.

About the Job:

We're seeking an ambitious, self-driven Applied AI Engineer to join Redesign Health's Engineering team. In this pivotal role, you'll architect, implement, and refine foundational systems, data infrastructure, and intelligent workflows vital for launching and scaling transformative healthcare ventures. You’ll be instrumental in integrating cutting-edge technologies—including AI, advanced analytics, and automation—to build sophisticated GTM, communications, investment, and startup scaling systems that drive measurable business outcomes across our portfolio.

Reporting to our Head of Technology, you will collaborate closely with visionary founders and internal teams, becoming the in-house expert and trusted advisor on GTM systems architecture and AI-driven commercial workflows within our global healthcare ecosystem.

What You’ll Do:

Systems Foundations

• Architect and implement foundational GTM technology stacks specifically optimized for early-stage healthcare startups, leveraging tools such as Affinity, Clay, LinkedIn Sales Navigator, and Ciro.

• Develop and deploy intelligent workflows, automation, and CRM integrations using platforms like n8n and Phantombuster to accelerate sales, marketing, and customer success outcomes.

• Establish and maintain rigorous performance frameworks to continuously assess and improve existing technology stacks across our portfolio.

AI-Enhanced GTM Workflows

• Lead discovery, experimentation, and implementation of next-generation AI tools and integrations to enhance venture building, startup scaling, and GTM efficiency, effectiveness, and insight.

• Mentor founders, operators, and internal stakeholders on best practices in GTM technology, data-driven decision-making, and systems management.

• Develop sustainable, AI-enabled async learning tools, empowering portfolio companies to independently manage and evolve their GTM technology and strategies.

What You’ll Need :

We value and actively seek exceptional talent from all backgrounds and experiences, recognizing that excellence takes many forms. While diverse journeys inspire us, we believe the most successful candidates for this role will share the following characteristics:

• You have spent 5+ years in a technical role within software engineering, applied AI, data science, GTM, RevOps, or similar teams at a venture-backed startup or high-growth environment.

• You have built sophisticated systems with AI primitives like MCPs, RAG, agentic frameworks, context engineering, and fine-tuning.

• You are an expert in at least one scripting language (Python, JavaScript, etc.) and proficient in SQL, RESTful APIs, MCPs, and webhooks.

• You have a track record of building and evaluating successful machine learning models using tools like scikit-learn, LightGBM/XGBoost, and Spacy.

• You, ideally, have experience with key GTM technologies including CRMs (Affinity, HubSpot, Salesforce), AI-powered search and data enrichment tools (Clay, Exa), and sales acceleration and automation platforms (n8n, Phantombuster, LinkedIn Sales Navigator, Ciro).

• You have demonstrated success integrating advanced AI-driven tools into existing GTM workflows and designing novel, AI-native processes.

• You hold a degree (or few) in Computer Science, Math, Physics, or a similar field from a top university.

• Technology is one of your passions, but you find deep meaning in some other pursuit to which you’ve devoted your time, thought, and effort; for example, a creative or athletic outlet, or a family business.

Who You Are:

This role will be a great fit if the following deeply resonates:

• You possess not only deep technical skills but also relentless technical curiosity—always eager to explore, learn, and experiment with new GTM tools and technologies.

• LLMs have rewired the way you get stuff done, and you’re constantly disrupting your own workflows; you have built a personal stack of AI tools and best practices that you evangelize.

• You seek out learning opportunities, love to experiment, are eager to gather feedback, and constantly look for ways to sharpen your approach.

• You have thrived in a group of passionate, talented, diverse, and low-ego individuals because these kinds of people love working with you.

• You are deeply motivated to transform global healthcare and see technology as the true calling through which you can better the world.

• You are genuinely passionate, curious, and articulate about startup and tech trends.

Additional Information:

This position will be based in New York City. Our NYC team works from our office in Union Square 3-5 days per week. Compensation for this role will include a base salary from $160,000 to $178,000 plus a highly competitive equity & benefits package. The expected base pay range for this position is based on a variety of factors including qualifications, experience, and geographic location.

It is rare to have an opportunity to truly, measurably change the world. We are so lucky to live in a time where all that stands between us and a lasting positive impact on millions of people is the right alchemy of passion, smarts, and hard work. We invite you to join us!