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Staff AI/ML Engineer

About Candid

At Candid Health, we're on a mission to revolutionize healthcare by solving one of its most complex and costly problems: the billing and revenue cycle management (RCM) process. The healthcare system has long been burdened by slow, inefficient workflows that waste valuable resources, leaving providers with less time and money to focus on patient care. With our cutting-edge revenue cycle automation platform, we are transforming this space through an intelligent, data-driven approach that simplifies billing, enhances claims processing, and eliminates administrative waste.

The Role

As our first and founding AI hire, this person will define and drive our strategy around how to bring Artificial Intelligence & Machine Learning to the forefront of healthcare automation. This is an opportunity to get in at the ground floor of designing and building something exciting and new - generating immense value to both medical providers and their patients. This person will be responsible for translating compelling initial prototypes into a foundational set of differentiated, high impact ML/AI use cases throughout our platform and across our customer base.

We’re looking for a tastemaker and visionary (staff-level or higher) who can effectively navigate the complexities of our problem space – medical billing– and leverage their technical expertise to identify opportunities where AI- & ML-based solutions can drive impactful, long term business outcomes. As a key strategic investment for the company and product at a critical moment in our growth, this is a high-visibility, high-ownership role where you’ll be seen as our in-house AI/ML expert and report directly to our Head of Engineering.  

What You’ll Do

  • Expansively Own Outcomes & Apply AI to Real Problems: Candid’s mission is to use technology to impact healthcare outcomes. The innovations we make have the potential to change patient experience in a meaningful way. You are responsible for Candid delivering on outcomes for both internal teams and external customers through, but not limited to, building AI features into Candid’s platform. 

  • Define & Drive our Technical AI Strategy: Define strategic vision for AI at Candid; identify and drive opportunities on when, where and which AI/ML techniques can deliver long-term business value. Research industry best practices, leverage state-of-the-art technologies and tools to design systems and support the necessary outcomes in a forward looking and responsible manner. Take compelling initial prototypes we’ve built and ensure we have a strong foundation to scale and deploy them across our customer base.

  • Scale and Unlock New & Existing Products: You will work closely with leadership and cross-functional teams to take ownership of some of our most complex technical challenges: using AI to automate and scale processes like claim submission, resubmission, and workflow optimization. You will drive Candid’s AI roadmap and directly influence our product roadmap across the board to enable Candid’s customers to optimize their RCM operations at scale.

  • Build AI Infrastructure: Architect the infrastructure that will allow us to leverage AI across every facet of our product. Structure and format our data to better support AI development. Establish rigorous processes for model training, testing, and monitoring—ensuring they are scalable, extensible, and meet our high expectations for security standards.

  • Collaborate with Leadership, Delivery, Engineering, Product, and Customers: Collaborate with leadership and other stakeholders to understand Candid’s AI needs. Work with product and engineering to understand the long-term product strategy and broader technical architecture. 

Who You Are

  • Bachelors or Masters of Science in Computer Science, Computer Engineering, Math or other similar degree.

  • 10+ years of experience building software of significant scale and complexity.

  • 5+ years of AI engineering experience in a professional setting, preferably applying it to real world solutions.

  • You understand the pros, cons, and tradeoffs of leveraging various AI solutions across a wide variety of use cases, and can help us make informed decisions around when to use deterministic (ML) vs. non-deterministic (LLM) approaches to deliver the best ROI, efficiency improvements, & cost savings. 

  • You have well-informed opinions on AI development, utility, and applications.

  • You’ve built systems that leverage ML technologies (e.g. built or used specific NLP models), and know what tools, frameworks, and libraries to use.

  • You have excellent technical vision; you know the right architecture and patterns to build something of enduring value and scale.

  • You have a customer-first and learner’s mindset, and value teaching others.

  • You make the right trade-offs when considering project scope, which corners are worth cutting, and which are not.

  • You’re a clear and concise communicator; you enjoy the challenge of explaining complicated ideas in simple terms, both in-person and in writing.

  • Experience with the technologies we currently use is a plus, but by no means required: Google Cloud Platform, BigQuery, PostgreSQL, Metabase, Terraform, Python.

Pay Transparency

The estimated starting annual salary range for this position is $260,000 to $322,000 USD. The listed range is a guideline from Pave data, and the actual base salary may be modified based on factors including job-related skills, experience/qualifications, interview performance, market data, etc. Total compensation for this position may also include equity, sales incentives (for sales roles), and employee benefits. Given Candid Health’s funding and size, we heavily value the potential upside from equity in our compensation package. Further note that Candid Health has minimal hierarchy and titles, but has broad ranges of experience represented within roles.

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What You Should Know About Staff AI/ML Engineer, Candid Health

At Candid Health, we're shaking up the healthcare industry, and we're looking for a Staff AI/ML Engineer to join us in San Francisco! Imagine being part of a team that is transforming cumbersome billing and revenue cycle management processes into seamless, intelligent workflows. As our first dedicated AI hire, you'll have the unique opportunity to chart the course for how we use artificial intelligence and machine learning to reshape healthcare automation. This role is a blend of innovative thinking and hands-on development, where you'll help develop ML/AI use cases that have real impact on both providers and patients. Picture yourself working directly under our Head of Engineering, driving strategic initiatives, and designing scalable AI infrastructure that enhances workflows like claim submissions and optimizes patient care experiences. We want a visionary who's not just technically savvy, but also understands the complexities of medical billing. If you're ready to leverage your decade of software engineering experience and deep expertise in AI to influence our technical direction and improve healthcare outcomes, then we want you at Candid Health. Let's redefine what's possible in healthcare together!

Frequently Asked Questions (FAQs) for Staff AI/ML Engineer Role at Candid Health
What are the main responsibilities of a Staff AI/ML Engineer at Candid Health?

As a Staff AI/ML Engineer at Candid Health, your primary focus will be defining and implementing the AI strategy that will streamline healthcare processes through technology. You'll create impactful ML/AI use cases and ensure scalability, all while closely collaborating with cross-functional teams to unlock the potential of AI in medical billing.

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What qualifications do I need to apply for the Staff AI/ML Engineer position at Candid Health?

To apply for the Staff AI/ML Engineer role at Candid Health, candidates typically need a Bachelor’s or Master’s in Computer Science, Computer Engineering, or related fields, along with a decade of software engineering experience and at least five years in AI engineering. Experience with specific tools and AI technologies is a plus!

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How does the Staff AI/ML Engineer contribute to Candid Health’s mission?

As the Staff AI/ML Engineer, you'll play a pivotal role in revolutionizing healthcare outcomes by applying AI to real problems. Your innovations will directly impact patient care experiences and optimize billing processes, aligning closely with Candid Health's mission to improve the efficiency of healthcare delivery.

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What technical skills should a Staff AI/ML Engineer at Candid Health have?

The ideal Staff AI/ML Engineer at Candid Health should have extensive experience with ML technologies, strong programming capabilities in languages like Python, and familiarity with cloud platforms such as Google Cloud. A solid understanding of building AI infrastructure and data structuring is also critical for this role.

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What opportunities for growth exist for a Staff AI/ML Engineer at Candid Health?

In the Staff AI/ML Engineer position at Candid Health, you will have significant growth opportunities as you influence the AI roadmap and product strategy. You'll be at the forefront of innovation in healthcare technology and can expand your leadership skills by mentoring others as the team grows.

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Common Interview Questions for Staff AI/ML Engineer
Can you describe your experience with AI engineering and its real-world applications?

Certainly! When answering this question, focus on specific projects where you applied AI solutions to practical problems. Discuss your role in the projects, the technologies you used, and the impact these solutions had on the business operations or customer experience.

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How do you prioritize and decide which AI techniques to implement?

When responding to this question, emphasize your strategic approach by mentioning a framework you use for decision-making. Talk about balancing factors such as ROI, efficiency improvements, and the objective of the project to determine the best AI techniques for the task at hand.

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What challenges have you faced in AI projects and how did you overcome them?

In your response, highlight a specific challenge you encountered in an AI project, detail the steps you took to address it, and discuss the outcome. This showcases your problem-solving skills and resilience in the face of technical difficulties.

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What frameworks and libraries are you most proficient in when working with machine learning?

Be ready to list the main frameworks and libraries you’ve used, such as TensorFlow, PyTorch, or Scikit-learn. Explain why you prefer these tools and provide examples of how you've used them effectively in past projects.

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How do you ensure your AI models are scalable and secure?

Discuss your methods for model training, testing, and deployment that prioritize scalability and security. This might include using cloud services for better resource management or implementing best practices in data privacy and compliance.

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Can you give an example of how you collaborated with cross-functional teams in an AI project?

Provide a specific example where collaboration was key. Discuss how you engaged with team members from engineering and product development to ensure alignment and shared understanding, leading to a successful project outcome.

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What advancements in AI do you think will have the biggest impact on healthcare?

Share your insights based on current trends. Talk about advancements such as predictive analytics, personalized medicine, or automation of administrative tasks, and how they could transform healthcare delivery and patient care.

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How would you handle a disagreement with a stakeholder about an AI project direction?

In your answer, emphasize your communication and negotiation skills. Describe a scenario where you facilitated discussions, considered various viewpoints, and reached a consensus that met the project's objectives while maintaining relationships.

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How do you stay updated on the latest AI trends and technologies?

Describe your commitment to continuous learning. You can mention subscribing to journals, attending conferences, or engaging in online courses to enhance your knowledge base in AI and its applications in various industries.

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What is your vision for the future of AI in the healthcare sector?

Share your future outlook, including trends you’ve identified in AI that could further enhance healthcare, and how you see your role as Staff AI/ML Engineer contributing to those advancements at Candid Health.

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EMPLOYMENT TYPE
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DATE POSTED
April 16, 2025

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