Level

Anterior

Deployment Strategist

AI in this role

prompt-engineeringai-safety

About Anterior

Anterior is on a mission to transform healthcare administration, making it seamless and invisible so clinicians can focus on delivering care. We’ve built an AI-powered platform designed by clinicians, for clinicians, to simplify administrative workflows and improve patient outcomes. By combining clinical expertise with cutting-edge technology, we’re revolutionizing healthcare operations with responsible AI.

We're growing rapidly and are backed by world-class investors including Sequoia, New Enterprise Associates (NEA), and Neo along with notable angels including the founders of DeepMind, Google AI, and Inflection AI.

Anterior is improving the experience of healthcare for everyone. We're working on the cutting edge of using technology to make clinical decision-making frictionless.

We're building exciting tech for huge customers and we trust in the foundations: keep it simple, build strong foundations, and the rest will follow.

 

About the role

At Anterior, Deployment Strategists bring cutting-edge AI to life in the messy real world of payer operations. Our Deployments team is where our software meets that reality, and you'll own a piece of it — running complex customer implementations that sit at the intersection of clinical workflows, technical integration, and hard project management, turning innovative technology into production systems that health plans depend on daily.

You'll work hand-in-hand with AI engineers, clinicians, and subject matter experts to navigate the intricate world of healthcare administration. You'll deploy Florence, Anterior's AI-driven clinical reasoning platform, into a customer's organization by understanding their requirements deeply enough to know how to tailor it to them, translating those needs into clear deployment specifications, and coordinating across engineering, clinical, and customer stakeholder teams to deliver.

You own the end-to-end success of your deployments and can wear whatever hat is needed to get projects over the finish line: designing clinical workflows and process diagrams, writing requirements, defining testing plans, defining and managing to implementation timelines, or presenting to client senior leadership (VP and SVP+).

What you’ll do

  • Own the engagement, end to end. From initial design, through build, testing, and launch. You define what success means with the customer, then hold the line on it.

  • Turn ambiguity into a buildable plan. This is the core craft of the role. You'll take a tangle of clinical policy, legacy systems, regulatory deadlines, and stakeholder opinion and decompose it into clear requirements: functional requirements and acceptance criteria that can be directly handed over to engineering.

  • Consensus build. You get people who don't report to you to commit to a plan and hold to it — both inside Anterior and inside the client. Your job is to get them to one shared plan everyone understands and believes.

  • Go deep into the details. Clinician workflows, payer operations, interoperability standards, and the regulation coming down the pipe. You'll spend real time onsite with our customers building the kind of expertise you can't get from a deck or reading white papers.

  • Be a trusted advisor. You’ll build trust and credibility, becoming an advisor to the customer; the best Deployment Strategists don’t just successfully deliver what customers want, they help customers understand what they need and guide them on how best to get there

About you

You ideally have 4–6 years of experience in management consulting, product management, or a technical customer-facing role at a high-growth software company.

Whatever the path, that experience should have given you:

  • A delivery track record. Proven experience leading complex, high-visibility transformation programs to completion. You understand (and have directly written) a requirements document that an engineer has built.

  • First-principles problem solving. We are building net-new capabilities, so inherited assumptions have to be tested. We're looking for people who don't just know what has worked before, but can reason from the ground up about why it worked and whether it applies here.

  • Technical credibility. You can read API documentation, reason about data models and system architecture, and follow an engineering tradeoff discussion well enough to have an opinion.

  • Curiosity and empathy. You are comfortable to say “I don’t know”, but are not satisfied with that answer — you have a desire to learn and become an expert in any content domain you’re in, with excitement around how you can help transform US healthcare.

Even better:

  • You've worked in or around payers, providers, or health tech — utilization management, prior authorization, risk adjustment, HEDIS, claims, or interoperability (FHIR, Da Vinci, X12).

  • You've deployed AI/LLM-based systems into production and are hands-on with the tooling behind them: evaluation frameworks, prompt engineering, retrieval, agent orchestration.

  • You've been a founder, founding team member, or early operator, and know how to balance craft, ownership, and speed.

If you do not have all these qualities and experiences, you should still apply if you think the rest of this section describes you

What's in it for You

This is an opportunity to join a company at its major inflection point, using cutting-edge technology to have a meaningful impact in healthcare. You'll work with a world-class team, hold significant responsibility, and have the opportunity to learn and grow rapidly.

We take pride in our strong apprenticeship and coaching culture. We expect our early hires to become leaders both within our company and across the industry. You’ll be given a lot of responsibility and the opportunity for rapid growth.

Benefits:

  • Competitive, top-of-market salary

  • 100% covered health, dental, and vision insurance

  • Catered lunches and a stocked kitchen

  • Commuter benefits

  • Company laptop along w/ tools you need to succeed

  • Learning & development budget

  • Team-building events

  • Flexible PTO

How we score this

Deployment Strategist at Anterior scores 66 out of 100 on AI centrality, which makes it AI Level 3 of 4 (Works on AI) on this board. The level measures how much of the work is AI, not seniority.

Classification

AI Level 3. The daily work is on or around AI systems, without necessarily building the model: remove AI and the job is hollow.

  1. AI Level 480 to 100
  2. AI Level 360 to 79
  3. AI Level 240 to 59
  4. AI Level 10 to 39

Bands come from how often the tools, models and workflows of the role are named in the posting itself. Open the description and count.

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Skills and AI tools this role asks for

Prompt EngineeringAI Safety

Questions you could be asked

  1. How do you structure and test a prompt to get consistent output from a language model?
  2. How do you think about the risk of an AI system in this kind of role failing silently?
  3. Describe a typical day in a role like this one: which parts run through AI directly?
  4. If you removed AI from this role, what would be left, and how do you decide what still needs a human?

Adapt your resume

  • List these exact terms on your resume: Prompt Engineering and AI Safety. An applicant tracking system matches the wording, not the idea.
  • Attach one line of real, concrete experience to at least one of them — a tool named with nothing behind it rarely survives a human read.
  • Show where AI is part of your daily process, not a one-off project — this role expects it to be a running habit.

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