As a Software Engineer at PrizePicks, you play a vital role in developing and enhancing the technology that powers our innovative fantasy sports platform. This position is critical to ensuring a seamless user experience, as you will be responsible for designing, implementing, and maintaining robust software solutions that impact our products and customers directly. The work you do here contributes to our mission of providing an engaging and user-friendly experience, allowing players to enjoy their favorite sports in a new and dynamic way. You will engage with complex challenges, working alongside talented engineers to develop scalable systems that handle thousands of transactions per minute. Your contributions will not only enhance the functionality of our platform but will also influence the strategic direction of our technology stack. By leveraging your technical expertise, you will help drive initiatives that improve performance, reliability, and user satisfaction, making your role both interesting and impactful.
Initial Conversation
reportedBegin with a conversation with the recruitment team to assess mutual fit.
What to demonstrate
- Begin with a conversation with the recruitment team to assess mutual fit
- Depth in Take-home Projects / Technical Take-home Assignments
How to prepare
- Answer aloud and timed: Explain the differences between synchronous and asynchronous programming.
- Answer aloud and timed: How do you manage state in a React application?
Technical Assessments
reportedEngage in technical evaluations to demonstrate your skills and expertise.
What to demonstrate
- Engage in technical evaluations to demonstrate your skills and expertise
- Depth in Take-home Projects / Technical Take-home Assignments
How to prepare
- Answer aloud and timed: Describe your experience with RESTful APIs and how you would design one.
- Answer aloud and timed: What is the purpose of unit tests, and how do you approach testing in your projects?
Panel Interviews
reportedParticipate in interviews with engineering leaders to further evaluate fit and skills.
What to demonstrate
- Participate in interviews with engineering leaders to further evaluate fit and skills
- Depth in Take-home Projects / Technical Take-home Assignments
How to prepare
- Answer aloud and timed: Discuss a challenging bug you encountered and how you resolved it.
- Answer aloud and timed: Write a function to find the longest substring without repeating characters.
PracHub editorial advice for the preparation topics above.
Understand the tech stack
Familiarize yourself with the technologies used at PrizePicks, especially React and TypeScript, as they are central to our projects.
Practice coding under pressure
Engage in mock interviews or coding challenges to simulate the interview environment.
Clarify your experiences
Be ready to discuss your past projects in detail, focusing on your contributions and the impact they had.
Prepare questions
Have insightful questions ready for your interviewers that demonstrate your interest in the role and the company.
Choose a category, try a prompt, then open its approach, worked solution or follow-up when you need it.
Explain the differences between synchronous and asynchronous programming.
Explain the differences between synchronous and asynchronous programming.
Approach
- Say what the runtime actually does before reasoning about the code.
- Name what is shared across threads and what owns each piece of state.
- Identify the window where an invariant is briefly untrue.
- Distinguish a value from a reference to it, and say which one you handed out.
Follow-up
- What happens if two callers reach this at the same time?
- Where could this allocate more than you expect?
Write a function to find the longest substring without repeating characters.
Write a function to find the longest substring without repeating characters.
Approach
- Restate the input: its shape, its size, and what is guaranteed about it.
- Name the brute-force solution and its complexity before improving on it.
- Choose the data structure from the access pattern, not from familiarity.
- State the target complexity and say which constraint rules the naive version out.
Follow-up
- How does this change if the input no longer fits in memory?
- What is the worst case, and how likely is it on real data?
Given a list of integers, return the indices of the two numbers that add up to a specific target.
Given a list of integers, return the indices of the two numbers that add up to a specific target.
Approach
- Restate the input: its shape, its size, and what is guaranteed about it.
- Name the brute-force solution and its complexity before improving on it.
- Choose the data structure from the access pattern, not from familiarity.
- State the target complexity and say which constraint rules the naive version out.
Follow-up
- How does this change if the input no longer fits in memory?
- What is the worst case, and how likely is it on real data?
Explain your thought process as you code a solution in real-time.
Explain your thought process as you code a solution in real-time.
Approach
- Restate the input: its shape, its size, and what is guaranteed about it.
- Name the brute-force solution and its complexity before improving on it.
- Choose the data structure from the access pattern, not from familiarity.
- State the target complexity and say which constraint rules the naive version out.
Follow-up
- How does this change if the input no longer fits in memory?
- What is the worst case, and how likely is it on real data?
How would you optimize a function that is currently running in O(n^2) time complexity?
How would you optimize a function that is currently running in O(n^2) time complexity?
Approach
- Restate the input: its shape, its size, and what is guaranteed about it.
- Name the brute-force solution and its complexity before improving on it.
- Choose the data structure from the access pattern, not from familiarity.
- State the target complexity and say which constraint rules the naive version out.
Follow-up
- How does this change if the input no longer fits in memory?
- What is the worst case, and how likely is it on real data?
Solve a classic problem using recursion or dynamic programming.
Solve a classic problem using recursion or dynamic programming.
Approach
- Restate the input: its shape, its size, and what is guaranteed about it.
- Name the brute-force solution and its complexity before improving on it.
- Choose the data structure from the access pattern, not from familiarity.
- State the target complexity and say which constraint rules the naive version out.
Follow-up
- How does this change if the input no longer fits in memory?
- What is the worst case, and how likely is it on real data?
Explain the trade-offs between SQL and NoSQL databases.
Explain the trade-offs between SQL and NoSQL databases.
Approach
- Name the grain you start from and join outward from it.
- Check whether any join is one-to-many before aggregating, or the sums inflate.
- Say which index the query would use, and what makes it unusable.
- Handle the rows that do not match: that is usually the actual question.
Follow-up
- How does the query change if that join becomes one-to-many?
- What happens to this when the table is ten times larger?
Denormalise tenant onto revisions and backfill it live
resource_revision (revision_id, resource_id, version, actor_user_id, change_kind, patch, request_id, created_at) has 400M rows and no tenant column; tenant_id lives only on resource. Two reads need it: a tenant-scoped audit feed ordered by created_at DESC, and an offboarding purge. Both join back to resource today. Justify adding tenant_id to resource_revision against those two reads, name the anomaly the copy introduces and the constraint that prevents it, then give the ordered migration for a live table taking 1.2k writes/second — the lock each step takes, how the backfill is batched, and where each step stops being reversible. PostgreSQL 16.
Approach
- Justify from the access path rather than from taste. Without the column, the audit feed either scans resource_revision by created_at and discards other tenants' rows, or resolves the tenant's resource_ids first and probes with them — both proportional to the tenant's whole history rather than to one page. With (tenant_id, created_at DESC, revision_id DESC) it is a seek that stops at 50 rows, and the purge becomes a ranged delete instead of a join.
- Name the cost exactly: a second copy of a fact can disagree with the first. Make the disagreement unwritable rather than documented — add UNIQUE (resource_id, tenant_id) on resource so it can serve as a foreign-key target, then FOREIGN KEY (resource_id, tenant_id) REFERENCES resource (resource_id, tenant_id) on the revision table. A revision can then only ever carry its parent's tenant.
- Step one, expand: ALTER TABLE resource_revision ADD COLUMN tenant_id BIGINT NULL, with no default, so it is a catalogue change and no rewrite. It still needs ACCESS EXCLUSIVE for an instant, and that instant queues behind the longest open transaction on the table while every later query queues behind it — set lock_timeout to 2s and retry rather than wait.
- Step two, dual-write: deploy the writer that populates tenant_id on every new revision while reads still use the join. Reversible by redeploying the previous build, because nothing reads the column yet.
Follow-up
- The backfill is half finished and a rollback is required. What state is the table in, and what does the previous build do with a half-populated column?
- How do you verify the backfill actually finished, given rows are still being inserted while it runs?
How do you manage state in a React application?
How do you manage state in a React application?
Approach
- Clarify what is being asked and what a complete answer contains.
- State your assumptions explicitly before working the problem.
- Say what you would check first and why it is the highest-information step.
- Work from the requirement backwards to the design.
Follow-up
- What assumption would you test first?
- How would you know your answer was wrong?
What is the purpose of unit tests, and how do you approach testing in your projects?
What is the purpose of unit tests, and how do you approach testing in your projects?
Approach
- Clarify what is being asked and what a complete answer contains.
- State your assumptions explicitly before working the problem.
- Say what you would check first and why it is the highest-information step.
- Work from the requirement backwards to the design.
Follow-up
- What assumption would you test first?
- How would you know your answer was wrong?
Discuss a challenging bug you encountered and how you resolved it.
Discuss a challenging bug you encountered and how you resolved it.
Approach
- Clarify what is being asked and what a complete answer contains.
- State your assumptions explicitly before working the problem.
- Say what you would check first and why it is the highest-information step.
- Work from the requirement backwards to the design.
Follow-up
- What assumption would you test first?
- How would you know your answer was wrong?
How would you design a URL shortening service?
How would you design a URL shortening service?
Approach
- Fix the scope first: who calls this, how often, and what they do when it fails.
- Name the read and write paths separately; they rarely have the same bottleneck.
- Choose a partition key and say what query it makes expensive.
- State the consistency you need, and where you are willing to be stale.
Follow-up
- What breaks first when traffic grows ten times?
- How does this behave when that dependency is down for an hour?
Describe the architecture you would use for a real-time chat application.
Describe the architecture you would use for a real-time chat application.
Approach
- Fix the scope first: who calls this, how often, and what they do when it fails.
- Name the read and write paths separately; they rarely have the same bottleneck.
- Choose a partition key and say what query it makes expensive.
- State the consistency you need, and where you are willing to be stale.
Follow-up
- What breaks first when traffic grows ten times?
- How does this behave when that dependency is down for an hour?
What considerations would you take into account when designing a microservices architecture?
What considerations would you take into account when designing a microservices architecture?
Approach
- Fix the scope first: who calls this, how often, and what they do when it fails.
- Name the read and write paths separately; they rarely have the same bottleneck.
- Choose a partition key and say what query it makes expensive.
- State the consistency you need, and where you are willing to be stale.
Follow-up
- What breaks first when traffic grows ten times?
- How does this behave when that dependency is down for an hour?
Discuss how you would implement caching in a web application.
Discuss how you would implement caching in a web application.
Approach
- Clarify what is being asked and what a complete answer contains.
- State your assumptions explicitly before working the problem.
- Say what you would check first and why it is the highest-information step.
- Work from the requirement backwards to the design.
Follow-up
- What assumption would you test first?
- How would you know your answer was wrong?
Listing latency scales with page size, not with filters
The tenant listing endpoint reads resource filtered by tenant_id and status, ordered by updated_at DESC, and returns each row plus the owner's display name from app_user and the actor of that resource's latest resource_revision. p99 is 55 ms at 10 rows per page and 1.4 s at 200. Database telemetry shows 401 statements per request, each under 1 ms, and nothing in the slow-query log. Diagnose the cause and give the fix, stating the statement count per request and the p99 you expect afterwards.
Approach
- Read the counters before forming a theory. 401 statements for 200 rows is one driver query plus two per row, and sub-millisecond execution with an empty slow-query log rules out a bad plan. The time is round trips, which is why it is invisible in every per-query metric and scales with rows returned rather than with filter selectivity.
- Name the two per-row statements from their normalised text: a single-row app_user lookup by user_id, and a resource_revision lookup by resource_id ordered by version DESC LIMIT 1. Confirm by dropping those two response fields and watching the statement count fall to one. That locates the calls in the serialisation layer, not the repository.
- Check that the arithmetic accounts for the whole gap. Measure one round trip to the replica in isolation; 400 trips at roughly 3 ms of network plus 0.2 ms of execution is about 1.3 s on top of a 55 ms baseline, which matches. If the multiplication had fallen short, the N+1 would only be part of the story and you would keep looking.
- Batch both lookups. Collect owner_user_ids and resource_ids from the driver query, then issue WHERE tenant_id = $1 AND user_id = ANY($2) for the users, and PostgreSQL's SELECT DISTINCT ON (resource_id) ... WHERE resource_id = ANY($2) ORDER BY resource_id, version DESC for the latest revision, which the UNIQUE (resource_id, version) index serves directly. On an engine without DISTINCT ON, use a lateral join or a row_number window. Three statements per request at any page size.
Follow-up
- The page size is capped at 200 today. What breaks first if it is raised to 2,000, and is it still this bug?
- How do you stop the next N+1 from reaching production, given that no individual query is slow and the endpoint's tests pass?
Built from the rounds and topics PrizePicks candidates report.
Prepare, practise & reflect
One practical outcome each day. Spend longer where you need it.
0 / 7 done01Map the PrizePicks loop
- Write out the reported sequence: Initial Conversation, Technical Assessments, Panel Interviews.
- For each round, write one sentence on what it is judging, from the description above, and mark the one you are least ready for.
Deliverable: A one-page map of the 3 reported rounds, with the weakest marked.
02Work Take-home Projects / Technical Take-home Assignments
- Spend the session on Take-home Projects / Technical Take-home Assignments, which PrizePicks candidates report being tested on.
- Write one worked example in Take-home Projects / Technical Take-home Assignments and time yourself on it.
Deliverable: One timed worked example in Take-home Projects / Technical Take-home Assignments.
03Work React
- Spend the session on React, which PrizePicks candidates report being tested on.
- Write one worked example in React and time yourself on it.
Deliverable: One timed worked example in React.
04Work TypeScript
- Spend the session on TypeScript, which PrizePicks candidates report being tested on.
- Write one worked example in TypeScript and time yourself on it.
Deliverable: One timed worked example in TypeScript.
05Answer out loud: Technical / Domain Questions
- Answer aloud, timed: Explain the differences between synchronous and asynchronous programming.
- Answer aloud, timed: How do you manage state in a React application?
Deliverable: Spoken answers to 2 reported Technical / Domain Questions question(s), under time.
06Answer out loud: Coding / Algorithms
- Answer aloud, timed: Write a function to find the longest substring without repeating characters.
- Answer aloud, timed: Given a list of integers, return the indices of the two numbers that add up to a specific target.
Deliverable: Spoken answers to 2 reported Coding / Algorithms question(s), under time.
07Answer out loud: Behavioral / Leadership
- Answer aloud, timed: Tell me about a time you had to work under pressure to meet a deadline.
- Answer aloud, timed: How do you prioritize tasks when working on multiple projects?
Deliverable: Spoken answers to 2 reported Behavioral / Leadership question(s), under time.
Expand any day for tasks and deliverables. Your progress is saved on this device.
Behavioural rounds judge the decision you made and what it cost.
Describe your experience with RESTful APIs and how you would design one.
Describe your experience with RESTful APIs and how you would design one.
Approach
- Pick a story where you made the decision, not one where you watched it.
- State the situation in two sentences and spend the rest on the reasoning.
- Give the blast radius: what could have broken, and what you measured.
- Name the disagreement and how you resolved it with evidence.
Follow-up
- What would you do differently if you ran that again?
- How did you know your change caused the improvement?
Tell me about a time you had to work under pressure to meet a deadline.
Tell me about a time you had to work under pressure to meet a deadline.
Approach
- Pick a story where you made the decision, not one where you watched it.
- State the situation in two sentences and spend the rest on the reasoning.
- Give the blast radius: what could have broken, and what you measured.
- Name the disagreement and how you resolved it with evidence.
Follow-up
- What would you do differently if you ran that again?
- How did you know your change caused the improvement?
How do you prioritize tasks when working on multiple projects?
How do you prioritize tasks when working on multiple projects?
Approach
- Pick a story where you made the decision, not one where you watched it.
- State the situation in two sentences and spend the rest on the reasoning.
- Give the blast radius: what could have broken, and what you measured.
- Name the disagreement and how you resolved it with evidence.
Follow-up
- What would you do differently if you ran that again?
- How did you know your change caused the improvement?
Describe a situation where you had to collaborate with cross-functional teams.
Describe a situation where you had to collaborate with cross-functional teams.
Approach
- Pick a story where you made the decision, not one where you watched it.
- State the situation in two sentences and spend the rest on the reasoning.
- Give the blast radius: what could have broken, and what you measured.
- Name the disagreement and how you resolved it with evidence.
Follow-up
- What would you do differently if you ran that again?
- How did you know your change caused the improvement?
What do you believe is important when fostering a positive team culture?
What do you believe is important when fostering a positive team culture?
Approach
- Pick a story where you made the decision, not one where you watched it.
- State the situation in two sentences and spend the rest on the reasoning.
- Give the blast radius: what could have broken, and what you measured.
- Name the disagreement and how you resolved it with evidence.
Follow-up
- What would you do differently if you ran that again?
- How did you know your change caused the improvement?
How do you handle conflict within a team?
How do you handle conflict within a team?
Approach
- Pick a story where you made the decision, not one where you watched it.
- State the situation in two sentences and spend the rest on the reasoning.
- Give the blast radius: what could have broken, and what you measured.
- Name the disagreement and how you resolved it with evidence.
Follow-up
- What would you do differently if you ran that again?
- How did you know your change caused the improvement?
- 01
Describe your experience with RESTful APIs and how you would design one.
- 02
Tell me about a time you had to work under pressure to meet a deadline.
- 03
How do you prioritize tasks when working on multiple projects?
- 04
Describe a situation where you had to collaborate with cross-functional teams.
What is the interview difficulty and how much preparation time is typical?
The interview process is generally considered to be of average difficulty, but candidates are advised to allocate at least a few weeks for preparation, focusing on both technical skills and behavioral questions.
PrizePicks Software Engineer candidate reports ↗What differentiates successful candidates?
Successful candidates typically demonstrate a strong technical foundation, effective problem-solving skills, and the ability to communicate clearly. They also exhibit a good fit with the company culture and values.
PrizePicks Software Engineer candidate reports ↗What is the culture and working style at PrizePicks?
PrizePicks fosters a collaborative and innovative culture, emphasizing teamwork and open communication. Employees are encouraged to share ideas and contribute to a positive work environment.
PrizePicks Software Engineer candidate reports ↗What is the typical timeline from initial screen to offer?
The interview process typically spans 2-4 weeks, depending on scheduling and the number of interview rounds.
PrizePicks Software Engineer candidate reports ↗Are there remote work or hybrid expectations?
While many positions may offer remote flexibility, it is important to confirm specific arrangements during the interview process.
PrizePicks Software Engineer candidate reports ↗What topics does PrizePicks test in interviews?
PrizePicks interviews most often cover SQL, Communication, Problem Solving, Python, and Data Pipelines. The exact emphasis depends on the specific role you apply for.
PrizePicks Software Engineer candidate reports ↗Sources & methodology 3 sources ↗
No official company page is cited. Rounds and questions come from candidate reports and PracHub editorial material; each source shows the date it was read.
- 01PrizePicks Software Engineer candidate reports ↗
Company-reported rounds, questions and FAQ.
Candidate reports · Accessed 2026-09-22 - 02PracHub Software Engineer practice ↗
PracHub practice material, not company-reported.
PracHub page · Accessed 2026-09-22 - 03PracHub preparation framework ↗
PracHub preparation guidance.
PracHub page · Accessed 2026-09-22
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