Rula Operations Manager interview questions & guide 2026

Our interview process is designed to evaluate both your analytical capabilities and your behavioral alignment with Rula's values. The following questions are representative of what you can expect, compiled from real interview experiences for the Operations Manager and Revenue Operations Manager positions.

Technical & Analytical Queries

These questions evaluate your ability to write clean queries, manipulate data programmatically, and extract meaningful insights from raw datasets.

• Write a SQL query to calculate the month-over-month growth rate of active therapists on the platform.
• How would you structure a Python script to automate the extraction of therapist scheduling data from a database and write it to a formatted Excel file for business stakeholders?

Success in the Rula interview process requires a balanced preparation strategy. You must demonstrate that you are not only a highly capable data analyst but also a proactive problem-solver who can execute operational strategies.

Technical Proficiency – You must be ready to write functional SQL queries and basic Python scripts. Brush up on data aggregation, joins, and data manipulation libraries like Pandas to ensure you can handle the technical homework phase.

Data-Driven Storytelling – Having technical skills is only half the battle. You must be able to translate data points into a cohesive narrative, explaining the "why" behind the numbers to both technical and non-technical stakeholders.

Structured Communication – When answering behavioral questions, you must use the STAR (Situation, Task, Action, Result) method with absolute precision. Be explicit about your personal contribution and the quantifiable business outcomes of your actions.

The interview process for the Operations Manager role at Rula is rigorous and highly structured, designed to evaluate your technical execution, strategic presentation skills, and behavioral alignment. The process moves quickly, and you can expect clear communication from your recruiter at each stage.

The journey begins with a conversational recruiter screen to align on your background and the core competencies of the role. This is followed by a hiring manager interview, which focuses on your operational philosophy, technical background, and behavioral alignment. From there, the process transitions into a intensive technical take-home case study, culminating in a panel presentation.

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The timeline above outlines the typical progression from your initial contact to the final decision. The technical assessment and case study phases are the most demanding components of this process, requiring dedicated time and focused execution. Candidates should allocate sufficient bandwidth, particularly for the take-home challenge, to ensure they can deliver both clean code and a polished presentation.

To pass the Rula interview panels, you must excel in three core evaluation areas. Each area tests a different facet of your operational and analytical toolkit.

Technical Execution: SQL & Python

Rula relies heavily on data to optimize its mental health provider networks and clinical operations. You will be expected to demonstrate hands-on data competency during the take-home phase.

Be ready to go over:

• SQL Foundations – Writing structured queries using joins, window functions, aggregations, and subqueries to extract specific cohorts from operational tables.
• Python Automation – Utilizing Python to manipulate datasets (e.g., using Pandas) and automating manual tasks, such as writing SQL query outputs directly into formatted Excel spreadsheets.
• Data Integrity – Identifying and cleaning duplicate, missing, or anomalous data within a mock therapist dataset.

Example scenarios:

• Writing a Python script that reads a database of therapist session logs, aggregates weekly hours billed, and outputs a clean report.
• Executing SQL queries to identify which clinical specialties have the longest patient matching wait times.

Case Study & Panel Presentation

The case study is a comprehensive exercise where you will have 5 days to analyze a mock therapist dataset, solve technical problems, and build a presentation deck for a panel of 4 interviewers.

Be ready to go over:

• Strategic Synthesis – Translating raw data analysis into a high-level PowerPoint presentation that outlines operational bottlenecks and strategic growth opportunities.
• Presentation Skills – Delivering a clear, executive-ready presentation to a panel of cross-functional team members, defending your analytical assumptions under questioning.
• Operational Recommendations – Proposing concrete, actionable steps to improve provider onboarding, engagement, or matching efficiency based on your findings.

Behavioral Delivery & STAR Alignment

Rula values clear, structured communication. During behavioral rounds, your interviewers will look for highly structured answers that demonstrate ownership, collaboration, and a results-oriented mindset.

Be ready to go over:

• The STAR Method – Structuring every behavioral answer by clearly defining the Situation, your specific Task, the Actions you took, and the quantifiable Results.
• Ambiguity & Adaptability – Demonstrating how you navigate incomplete datasets or shifting priorities to deliver operational successes.
• Stakeholder Management – Showing how you align cross-functional partners, such as Product, Clinical, and Marketing teams, around operational changes.

As an Operations Manager at Rula, your day-to-day responsibilities will center on driving operational efficiency and supporting our provider network.

You will be responsible for building and maintaining the analytical infrastructure that tracks key operational metrics, such as provider onboarding speed, credentialing timelines, and billing accuracy. This involves writing custom SQL queries to monitor network health and building automated scripts to reduce manual administrative burdens for our operations teams.

Collaboration is a cornerstone of this role. You will partner closely with Product and Engineering teams to operationalize new software features, work with Marketing to understand provider acquisition funnels, and assist Clinical teams in maintaining high-quality care standards. Your insights will directly influence strategic resource allocation and process improvements across the company.

We look for candidates who possess a strong blend of technical analytical skills and strategic operational experience.

• Must-have technical skills – Strong proficiency in SQL (writing complex queries, window functions, joins) and Python (specifically for data manipulation, automation, and file export).
• Must-have operational experience – Proven experience in operations management, revenue operations, or management consulting, with a track record of driving process improvements.
• Analytical background – Strong capability to analyze complex datasets, build financial or operational models, and translate data into executive-level slides.
• Nice-to-have skills – Prior experience in healthcare, healthtech, or marketplace operations (balancing supply and demand).
• Soft skills – Exceptional written and verbal communication, structured problem-solving, and a highly collaborative working style.

Q: How technical is the Operations Manager role at Rula? A: It is highly technical. Unlike traditional operations roles that rely solely on spreadsheet management, Rula expects its operations managers to write their own SQL queries and use Python to automate workflows and data exports.

Q: What is the timeline for the interview process? A: The process typically moves quite quickly, often concluding within 3 to 4 weeks from the initial recruiter screen, depending on candidate availability for the 5-day case study window.

Q: How difficult is the case study? A: Candidates generally rate the case study as difficult due to the breadth of skills evaluated. You must write SQL, write Python, analyze data, and build an executive-ready slide deck. Time management during the 5-day window is critical.

Q: What is the culture like at Rula? A: Employees genuinely enjoy the work environment and are passionate about the mission of improving mental healthcare. The team is highly collaborative, mission-driven, and values data-backed decision-making.

To set yourself apart during the Rula recruitment process, consider these insider tips:

• Be explicit with your STAR stories: Do not leave any room for ambiguity. When explaining your past projects, clearly state: "The situation was X, my specific task was Y, the action I personally took was Z, and the measurable result was a 15% increase in efficiency."
• Prepare for cross-functional data scenarios: Be ready to discuss datasets outside of pure clinical operations, such as marketing acquisition, funnel metrics, and provider onboarding funnels.
• Focus on code quality: When submitting your Python script for the case study, ensure your code is clean, well-commented, and easy for the technical panel to review.
• Practice your presentation delivery: The 4-person panel presentation is as much about your communication style and confidence as it is about the data. Practice presenting your slides clearly and concisely.

The Operations Manager position at Rula is an exceptionally rewarding opportunity for an analytically minded operations professional. By combining technical data skills like SQL and Python with strategic business execution, you will directly influence how mental healthcare is delivered and scaled across the country.

To maximize your chances of success, focus your preparation on mastering the technical case study requirements, refining your SQL and Python automation skills, and structuring your behavioral examples with quantitative results. This balanced approach will demonstrate both your analytical rigor and your ability to drive meaningful operational outcomes.

For additional resources, detailed interview reviews, and practice questions from candidates who have gone through this process, explore the comprehensive guides available on Dataford.

The salary range for this remote role is $137,700 - $153,900 USD. When evaluating this compensation, consider that Rula offers a highly competitive benefits package alongside this base salary. Your placement within this range will depend on your technical expertise, depth of operational experience, and performance throughout the interview loops.