Dataford
Interview QuestionsInterview GuidesExperiencesMock InterviewsPricing
Get started
Interview Guides/Availity
Availity logo
AvailityCompany guide
Updated weekly · Reviewed by the Dataford team

Availity interview process & guide 2026

Interview difficulty 5.0 / 10Based on 120 interview reports

Everything we know about interviewing at Availity: the process stage by stage, what each round tests, and compensation by level.

Software EngineerQA EngineerProduct ManagerProject ManagerAccount ExecutiveData Scientist
Practice Availity questionsSee the process

At a glance

5.0/ 10
Interview difficulty 5.0 / 10
Rated by candidates who reported interviewing here. Harder than 74% of companies we track.
11
Role guides
120
Interview reports
12
Topics tracked
$6k
Median total comp
5 rounds
  1. 1
    Initial recruiter phone screen
  2. 2
    Additional recruiter screen and initial screening
  3. 3
    Hiring manager and deep-dive interviews
  4. 4
    Live technical and case-style assessments
  5. 5
    Leadership and stakeholder interviews
01 · Overview

Interviewing at Availity

Availity interviews you with a mix of recruiter screens, manager conversations, and technical and domain-heavy assessments. Across the reported steps, healthcare background is repeatedly validated early, and stakeholder communication and cultural fit show up in the later stages as well.

What gets tested is strongly weighted toward data and cloud and also toward healthcare administration workflows. The most prominent topics are Data Architecture (percentile 100), Revenue Cycle Management (RCM) (percentile 100), Prior Authorization Workflows (percentile 100), and then Data Modeling (percentile 97), AWS (percentile 88), AWS Cloud Architecture (percentile 95), RESTful APIs (percentile 77), SQL (percentile 84), Java (percentile 79), and Test Automation (percentile 96). For non-technical elements, Problem Solving (percentile 33) and Communication Skills (percentile 27) appear, alongside case work and leadership scenarios.

Based on the reported process steps, you can expect several screening and stakeholder interviews, then role-appropriate technical and scenario assessments. Candidate-reported offer rate is 0.0%, difficulty is mostly medium (49.5%), and positive sentiment is 57.7%, so prepare for a challenging loop even if interviews are generally viewed positively.

Good to know

The interview topics data is dominated by healthcare domain workflows and data work, specifically Data Architecture, RCM, and Prior Authorization Workflows at percentile 100, so you should be ready to connect your technical approach to those workflows rather than treating it as generic data engineering or backend work.

02 · Difficulty and outcomes

How hard is the Availity interview?

Aggregated from 120 interview experiences
Difficulty mix
Easy30%
Medium50%
Hard20%
Most loops land in the middle: hard enough to prep for, rarely brutal.
Offer rate
47%about 1 in 2

About 1 in 2 candidates with a known outcome convert.

47 offers across 99 reports with a stated outcome.
Experience sentiment
58%positive
Positive 58%Neutral 10%Negative 32%
03 · The loop

The interview process, end to end

5 rounds · based on 120 candidate reports
  1. 1
    Initial recruiter phone screen

    You start with a recruiter phone screen that validates core qualifications, with repeated emphasis on healthcare background and technical prerequisites. Expect conversation about your background, career goals, and alignment with the role.

    Reported as early stage, exact timing not provided · healthcare domain background validation · role alignment · basic technical prerequisites
  2. 2
    Additional recruiter screen and initial screening

    You may have another recruiter screen to establish baseline fit and align on remote work expectations and technical stack compatibility. An initial screening interview then evaluates basic qualifications and fit for the role.

    Reported as early stage, exact timing not provided · fit and baseline qualifications · communication · technical stack compatibility
  3. 3
    Hiring manager and deep-dive interviews

    You meet with the hiring manager to discuss resume and experience, including post-sales implementations and client management approach in the reported description. A deep-dive interview focuses on past experiences, product strategy, and domain knowledge, with one additional report describing product strategy and domain knowledge through conversation.

    Reported as mid stage, exact timing not provided · domain knowledge · product strategy thinking · client or stakeholder orientation
  4. 4
    Live technical and case-style assessments

    Role-specific technical assessments include live technical interviews with QA managers and senior engineers for automation, coding challenges, and debugging, and there is also a case study step reported for hypothetical scenarios relevant to the role. Data science roles may include a discussion of the end-to-end data science lifecycle.

    Reported as later stage, exact timing not provided · coding and debugging · test automation · problem solving in scenarios
  5. 5
    Leadership and stakeholder interviews

    Final interviews with key stakeholders emphasize communication skills and cultural fit. Leadership-related steps reported include a leadership interview focusing on career development, team collaboration, and cultural fit, plus leadership scenarios assessing your approach in leadership context.

    Reported as final stage, exact timing not provided · communication skills · cultural fit · leadership approach
04 · Topic breakdown

What Availity actually tests for

How prominent each skill is across reported loops
99%
Prior Authorization Workflows
96%
FHIR (Fast Healthcare Interoperability Resources)
86%
Revenue Cycle Management (RCM)
82%
SQL
79%
Healthcare Domain Knowledge
74%
Amazon S3
70%
HIPAA
67%
RESTful APIs
59%
Agile Methodologies
51%
Java
43%
Spark SQL
23%
MySQL
Tested less
Tested more
05 · Role guides

Find the guide for your role

This is your next step: open the guide for the role you are interviewing for. Each one carries the questions Availity interviewers actually ask that position, the loop structure, and pay by level.

Most reported roles
Software Engineer
$10k-$150k total comp
Real questions · Loop structure · Pay bands
Open the guide
QA Engineer
8 interview reports
Real questions · Loop structure · Pay bands
Open the guide
Product Manager
$2k-$165k total comp
Real questions · Loop structure · Pay bands
Open the guide
Showing 11 of 11 role guides
Account Executive
Questions and loop structure
Open guide
Customer Success Engineer
Questions and loop structure
Open guide
Data Scientist
Questions and loop structure
Open guide
Project Manager
$2k-$2k
Open guide
Solutions Architect
Questions and loop structure
Open guide
Solutions Consultant
Questions and loop structure
Open guide
Solutions Engineer
Questions and loop structure
Open guide
UX/UI Designer
$9k-$10k
Open guide
06 · Compensation

What Availity pays, by level

Estimated total compensation: base salary plus stock and annual cash bonus.

Median $6k
Level$50kTotal comp range$200kTotal
Senior Product Manager
Base $130k-$150k · Bonus $10k-$15k
$140k-$165k
Director of Product Management
Base $128k-$154k
$128k-$154k
Senior
Base $130k · Bonus $20k
$150k
Mid-Level
Base $130k · Bonus $13k
$143k
Product Manager
Base $92k-$131k · Bonus $5k-$10k
$97k-$141k
Entry-Level
Base $115k · Bonus $9k
$124k
Ranges blend verified compensation data points. Base + stock + annual bonus shown. Estimates only.
07 · Insider tips

What separates offers from rejections

Patterns from candidates who got offers, and the mistakes that most often sink a loop.

Do this

  • Prepare for SQL plus AWS plus API fundamentals, since SQL (percentile 84), AWS (percentile 88), and RESTful APIs (percentile 77) are all highly prominent. Practice mapping queries and service endpoints to real data flows.
  • Be ready to discuss data architecture and modeling choices, because Data Architecture (percentile 100) and Data Modeling (percentile 97) are top-tier topics. Walk through how you would design conceptual, logical, and physical structures.
  • Expect healthcare domain depth in addition to general systems thinking, since RCM (percentile 100) and Prior Authorization Workflows (percentile 100) are also the highest prominence. Prepare examples of how you would model, validate, or troubleshoot those workflows with data and services.
  • For hands-on and QA-adjacent roles, be ready for test automation and debugging, since Test Automation (percentile 96) and interactive technical interviews are reported. Bring a clear approach to writing tests and diagnosing failures.

Avoid this

  • Do not focus only on general programming or generic system design, because the topic distribution centers on healthcare workflows and data architecture, including RCM and Prior Authorization Workflows at percentile 100.
  • Do not underprepare for the cloud and API angle, since AWS (percentile 88), AWS Cloud Architecture (percentile 95), and RESTful APIs (percentile 77) are prominent. Be able to explain how the pieces fit together.
  • Do not treat problem solving and communication as optional, even if they are lower percentile than the technical topics. Case studies and final-stage stakeholder and leadership-oriented steps are reported.
  • Do not assume the loop is lightweight, since the difficulty split is mostly medium (49.5%) with meaningful hard and very hard portions (12.4% and 8.2%).
08 · FAQ

Availity interview FAQ

Answered from real candidate and workplace data
How hard are the interviews at Availity?

Candidate reports show 29.9% easy, 49.5% medium, 12.4% hard, and 8.2% very hard. That means you should expect more than half of your assessments to be medium difficulty, with a non-trivial share at hard levels.

What is the offer rate from the candidate reports you have?

The candidate-reported offer rate is 0.0%. Use that as a signal that you should not rely on the process being easier than it looks.

How long is the process and what order are interviews likely to happen in?

The reported steps include multiple recruiter and screening touchpoints, then manager and stakeholder interviews, plus role-specific technical or case components. The data does not provide durations or a single universal timeline, so plan on a multi-step process rather than a single day.

What topics should I prioritize in my prep?

Prioritize Data Architecture (percentile 100), Revenue Cycle Management (RCM) (percentile 100), Prior Authorization Workflows (percentile 100), then Data Modeling (percentile 97). In addition, prepare for AWS and AWS Cloud Architecture (percentile 88 and 95), SQL (percentile 84), Java (percentile 79), RESTful APIs (percentile 77), and Test Automation (percentile 96).

Do they care about healthcare background?

Yes. Multiple recruiter and initial screening steps explicitly focus on validating healthcare background and technical prerequisites, and some steps call out alignment with a healthcare product team’s needs.

Can I infer compensation expectations for my level?

The available data lists median total comp for PM at 119,000 USD, L2 at 123,600 USD, DPM at 140,960 USD, L3 at 143,000 USD, L4 at 150,000 USD, and SPM at 152,500 USD. The data is level-labeled, not role-specific across all job families, so match your target level to those medians.

09 · In their words

What people say about Availity

Verbatim snippets from employee and candidate reviews
“Reward your talent; relying on offshore contractors is not a sustainable solution.”
Software Engineer3.0
“Availity compensates the least productive employees generously, which drives away top talent and discourages those who remain.”
Software Engineer3.0
“Management lacks trust in employees, leading to excessive micromanagement instead of fostering a supportive work-from-home environment.”
Software Engineer1.0
“If remote work is not trusted, it would be better to require employees to work from the office rather than impose micromanagement.”
Software Engineer1.0
“Great team culture but lost senior leadership.”
Software Engineer1.0
“The team culture is great, fostering a positive work environment.”
Software Engineer1.0
10 · Keep prepping

Related company guides

Companies that hire for the same data roles
Booz Allen Hamilton35 guidesIBM32 guidesAccenture Federal Services31 guidesGeneral Dynamics Information Technology31 guidesHewlett Packard Enterprise | HPE31 guidesZoom Communications31 guides
On this page0% read
OverviewHow hard is it?The interview processWhat Availity evaluatesQuestions and role guidesCompensation by levelInsider tipsFAQWhat people sayRelated guides
Prep for Availity with a plan

A day by day plan built from this guide, with the questions Availity actually asks.

Build my plan

Ready for your Availity interview?

Practice the exact questions from this guide with AI feedback, and walk into your loop knowing what to expect.

Start practicing freeView pricing
Keep exploring

Browse every guide, role and company

Roles at Availity
Availity Account ExecutiveAvaility Customer Success EngineerAvaility Data ScientistAvaility Product ManagerAvaility Project ManagerAll 11 roles
Availity prep plans
Availity Interview QuestionsAvaility Account Executive Interview QuestionsAvaility Project Manager Interview QuestionsAvaility QA Engineer Interview QuestionsAvaility Customer Success Engineer Interview QuestionsAvaility Data Scientist Interview QuestionsAvaility Software Engineer Interview QuestionsAvaility Solutions Architect Interview QuestionsAll prep collections
Other companies
Booz Allen Hamilton interview questionsIBM interview questionsAccenture Federal Services interview questionsGeneral Dynamics Information Technology interview questionsHewlett Packard Enterprise | HPE interview questionsBrowse all companies
Keep exploring
All interview guidesPractice questionsBrowse companies
Dataford

Interview guides, real questions, and mock interviews for tech roles.

Interview Prep

Interview GuidesInterview QuestionsInterview ExperiencesMock InterviewsPersonalized PrepPricing

Popular Roles

Software EngineerData AnalystData ScientistData EngineerBusiness AnalystAI EngineerMachine Learning EngineerProduct ManagerQA EngineerProject ManagerBrowse All Roles

Explore

Browse CompaniesBlogTech Job Market ReportUniversities
About·Contact·Privacy·Terms
LinkedInYouTube
© 2026 Dataford, Inc.