JP Morgan Online Assessment 2026: Pymetrics, HireVue & Numerical Tests Guide

JP Morgan Chase & Co. is the world's largest investment bank by assets, with graduate intake programmes across investment banking, asset & wealth management, commercial banking, technology, operations, and corporate functions. Its UK graduate hiring — including the highly competitive Summer Analyst and Full-Time Analyst programmes — attracts tens of thousands of applications each year, with offer rates in single-digit percentages for the most sought-after divisions.

The application and screening process has evolved significantly in recent years. JP Morgan was among the first bulge-bracket banks to adopt game-based assessment at scale, replacing traditional aptitude tests with the pymetrics platform for most front-office and technology roles. The full sequence for most graduate applicants in 2026 runs as follows:

1. Online Application & CV ScreeningSubmit your CV, cover letter (or motivation questions), and academic results. JP Morgan's Applicant Tracking System (ATS) screens for degree class, relevant work experience, and application completeness. This stage is largely automated for high-volume intake programmes.
2. Pymetrics Game-Based AssessmentA 20–25 minute battery of 12 brief cognitive and behavioural games played in a web browser or mobile app. JP Morgan uses pymetrics to build a behavioural profile of candidates and screen for a range of cognitive and emotional attributes aligned to their organisational fit model.
3. HireVue Video InterviewA one-way recorded video interview with 5–7 behavioural and situational questions. Candidates are given preparation time for each question before recording a timed response. HireVue's AI analyses speech patterns, content, and delivery alongside human reviewers at JP Morgan.
4. Role-Specific Aptitude Tests (selected roles)Some divisions — particularly technology (via HackerRank coding tests) and quantitative roles — include a technical or numerical reasoning component. Not all graduate applicants face this stage; it depends on the division and programme.
5. Superday (Final Assessment)A multi-interview day at JP Morgan offices with a combination of behavioural, technical, and fit interviews. Typically 2–4 back-to-back interviews lasting 30–45 minutes each. For investment banking roles, this is the definitive decision point.

Pymetrics is a neuroscience-based assessment platform that replaces traditional personality questionnaires and many aptitude tests with short, game-like tasks. JP Morgan was one of its earliest major adopters in investment banking and continues to use it across most of its graduate programmes. The assessment takes approximately 20–25 minutes and consists of 12 mini-games, each targeting different cognitive and emotional traits.

The key difference from a standard aptitude test is that there are no "right" or "wrong" answers in the traditional sense. Pymetrics is not scoring you on whether you clicked the correct button — it is recording behavioural patterns: your response times, how risk-tolerant your choices are, how much attention you pay, and how accurately you process memory-intensive tasks under speed. Those patterns are then compared against JP Morgan's own data from high-performing employees to generate a fit score.

The 12 Pymetrics Games and What They Measure

Practical Preparation for Pymetrics

While you cannot rehearse for pymetrics in the same way you can for SHL aptitude tests, you can prepare in ways that meaningfully improve your performance:

• Complete the free pymetrics practice games on the pymetrics website before your real assessment. This familiarises you with the interface, timing, and game mechanics so that nothing surprises you on the day.
• Use a laptop or desktop with a reliable internet connection. Pymetrics' mobile app exists, but mouse-based inputs for games like Arrows and Stop tend to be more precise than touchscreen taps. A laggy connection can distort reaction time measurements.
• Play at a time when you are cognitively fresh. Working memory, processing speed, and inhibitory control all degrade with fatigue. Do not attempt the assessment after a long day or a poor night's sleep.
• Complete the full assessment in one sitting without distractions. Pausing mid-assessment, or being interrupted during a reaction-time game, will produce an incoherent profile that reflects neither your real abilities nor JP Morgan's fit model.

Candidates who pass the pymetrics stage are invited to a HireVue one-way video interview. This is a pre-recorded interview where JP Morgan sets the questions and you record your responses on your own time, within a deadline (typically 3–5 days from the invitation). There is no live interviewer — your responses are reviewed by JP Morgan recruiters and hiring managers, and HireVue's AI tools may also be used to surface initial impressions across a high volume of candidates.

The interview typically involves 5 to 7 questions split between behavioural (competency) questions and motivation/situational questions. Each question comes with a brief preparation countdown (usually 30 seconds to 2 minutes) followed by a recording window (typically 2–3 minutes). You generally have one or two retakes per question.

Typical Question Types

Structuring Your Answers: The STAR Method

For every behavioural question, use the STAR framework: Situation (brief context), Task (your specific role or challenge), Action (what you did and why), Result (measurable or concrete outcome). JP Morgan's reviewers are trained to look for this structure. Answers that jump straight into actions without context, or that describe team achievements without identifying your personal contribution, score poorly.

Camera and Presentation Setup

• Background: Plain, uncluttered. A neutral wall or tidy bookshelf communicates professionalism without distraction.
• Lighting: Light source in front of you, not behind. A window behind you creates a silhouette effect; natural light facing you is ideal.
• Eye contact: Look at the camera lens, not the screen. Most candidates look at their own image or the question text — looking at the lens creates the impression of direct eye contact with the reviewer.
• Dress: Smart professional. JP Morgan's culture is formal for client-facing divisions — treat the HireVue as you would an in-person first interview.
• Audio: Use a headset or earbuds with a microphone rather than your laptop's built-in microphone. Background noise is significantly reduced and your voice will be clearer.

Not every JP Morgan applicant faces a standalone numerical or aptitude test — this stage is most common for quantitative and data-intensive roles, including markets and trading, quantitative research, risk, and some operations roles. When a numerical test is included, it is typically an SHL-style or similar standardised assessment, delivered via the JP Morgan portal after the HireVue stage.

For technology roles, the aptitude component is usually a HackerRank coding assessment rather than a numerical reasoning test. This involves 2–3 algorithmic coding problems to be solved within 60–90 minutes, most commonly in Python, Java, or C++. The difficulty level ranges from intermediate to advanced and typically includes at least one problem requiring knowledge of data structures, algorithms, or optimisation.

Numerical Reasoning: What to Expect

Where a numerical reasoning test is included, it follows the standard format used across the financial services sector:

Key Numerical Skills to Practise

• Percentage change: (New − Old) ÷ Old × 100. Practise calculating these mentally without a calculator first, then check with the calculator provided.
• Compound growth / CAGR: Finance questions frequently test compound annual growth rate — know how to apply the formula and interpret multi-year growth charts.
• Ratios and proportions: Interpreting market share, cost ratios, or revenue splits from stacked bar charts and pie charts.
• Currency and unit conversion: Presented data in one currency that must be converted to reach the answer — a common trap for candidates who rush past the currency note at the top of the data set.
• Data extraction speed: The primary challenge is not the maths — it's finding the correct data points quickly in a complex table. Practise scanning tables from the question backwards (read the question, then look for the specific number you need).

For comprehensive numerical reasoning preparation, visit our practice test library or read our detailed guide to passing SHL numerical reasoning.

The Superday — JP Morgan's term for its final assessment day — is the decisive stage for most graduate programmes, particularly investment banking. It typically takes place at JP Morgan's London offices and involves a sequence of 2–4 back-to-back interviews lasting 30–45 minutes each, conducted by a mix of analysts, associates, vice presidents, and (for competitive IB divisions) managing directors.

The Superday is rigorous and deliberately intense. JP Morgan structures multiple interview slots partly to assess consistency — your answers to similar questions across different interviewers should be coherent — and partly to evaluate how you perform under cumulative pressure. Candidates who shine in the first interview but visibly fatigue by the third often do not receive offers.

Superday Interview Types

Investment Banking Technical Questions: Must-Know Topics

For IB Superday interviews, the following topics are consistently tested. You are expected to answer these fluently and precisely — not give a textbook definition, but demonstrate understanding you can apply:

• The three financial statements and how they link: Net income flows into retained earnings (balance sheet) and is adjusted to produce operating cash flow (cash flow statement). Depreciation is a non-cash add-back on the cash flow statement.
• DCF valuation methodology: Project free cash flows, apply a discount rate (WACC), calculate terminal value, discount everything to present value. Know why WACC uses the cost of equity and the after-tax cost of debt.
• Comparable company multiples: EV/EBITDA, EV/Revenue, P/E — when to use each and why EV multiples are preferred for capital structure-independent comparisons.
• LBO structure basics: How leverage amplifies returns, the role of debt covenants, why PE firms target predictable cash flow businesses.
• A current deal or transaction: Know 1–2 recent JP Morgan advisory or underwriting transactions. Being able to name an actual deal and explain why it was strategically interesting demonstrates genuine commercial interest.

JP Morgan's assessment process — from pymetrics through to Superday — is structured around a consistent set of core attributes. Understanding these explicitly helps you frame your behavioural examples, your pymetrics approach, and your HireVue answers in a language that resonates with JP Morgan's evaluators.

The following plan is calibrated for candidates who receive a JP Morgan assessment invitation approximately 4 weeks before their Superday. Adjust the timeline proportionally if you have less time — in that case, prioritise weeks 3 and 4 most heavily, as they cover the highest-leverage preparation.