From Local Footy  to the AFL: How  to Build a Sports Analytics Portfolio  That Gets You Hired

The Shifting Landscape of AFL Recruitment

Professional footy runs on paper-thin margins. Every club plays under the same salary cap and draws from the same draft pool. The real competitive advantage comes down to how well a club finds, processes, and acts on information.

In the past, football departments were tight-knit circles where coaching and recruiting jobs almost exclusively went to former players. But today's game is too fast, too tactical, and too data-heavy for intuition alone. Clubs need every edge they can get, and those edges come from objective, sharp analysis.

You don't need a famous name or an elite playing background, but what you do need is the ability to break down film, spot patterns, and explain your insights clearly. In the modern AFL, a portfolio is your resume — it’s the tangible proof of what you can bring to a coaching staff or list management team.

A strong portfolio lets you skip the traditional gatekeepers. It proves you understand modern footy tactics and have the technical chops to turn raw match data into actionable game plans. Recruiters don't care where you played — they care about what you can demonstrate right now.

Defining the Modern AFL Analyst

Before pulling together your work, figure out which side of the building you want to work in. AFL analytics generally splits into three core paths:

• Opposition Analysis: Scouting upcoming opponents, finding structural gaps in their setups, and helping coaches build weekly game plans.
• List Management & Recruiting: Evaluating talent across junior and state leagues, building draft models, and managing list strategy.
• Sports Science & High Performance: Monitoring workload, fitness metrics, and injury risk using GPS and physical tracking data.

Pick the lane that best fits your strengths. A tactical analyst needs a deep read on defensive structures, ball movement, and stoppage setups. A list analyst needs strong modeling and talent evaluation skills. Focus your portfolio on one clear direction rather than trying to cover everything. Targeted work always beats a generic sampler.

Phase 1: Grassroots Football (The Testing Ground)

Local footy is the best place to start. Leagues like the VAFA, EDFL, or WRFL don't have big budgets or full-time analytics staff. Coaches are usually working standard day jobs and short on time, which makes it a great testing ground for your ideas.

Reach out to a local club and offer to help out for free. Keep things simple at first: track clearance efficiency, inside-50 conversions, and forward-half turnovers. Put together a clean, one-page post-match summary. Your goal here isn't to invent complex formulas — it's to learn how to collect reliable data by hand and deliver simple, useful feedback to a coach.

Working at the grassroots level forces you to cut through the fluff. If you can't explain a trend to a local coach in a few quick bullet points, you won't survive a Monday morning match review in an AFL coaches' box.

Keep records of everything you do. A short case study showing how your stoppage insights helped a local side fix their setup makes a fantastic portfolio piece. It proves you can deliver practical value, not just run spreadsheets.

To put this into practice, map out a field on paper or in a tablet app and track where turnovers happen over a four-week stretch. Show the coach where the team is giving up the footy and what happens next. That kind of clear, visual feedback is exactly what clubs want to see.

Phase 2: The Coates Talent League (Focusing on the Draft)

If you want to work in recruiting or list management, the Coates Talent League (formerly the NAB League) is where you need to be. It's the primary pathway for draft prospects, offering plenty of match footage and a manageable pool of players to track.

Build your own draft board as the season unfolds. Instead of relying purely on public stat lines, watch match vision, tag games yourself, and grade traits that actually translate to the AFL level:

• Composure and decision-making under heavy pressure
• Kicking execution on the non-preferred side
• Defensive work rate and transition running off the ball
• Aerial competitiveness and contested marking

Write structured player reports and track how your evaluations hold up over time. If you rated a prospect higher than the mainstream consensus and they go on to succeed, that report becomes solid evidence of your evaluation skills. Reach out to recruiters at state league or AFL level to ask for constructive feedback on your reports — it’s a simple way to build connections while refining your work.

Phase 3: State Leagues (VFL, SANFL, WAFL)

State league competitions — like the VFL, SANFL, and WAFL — are the bridge between local footy and the AFL. These clubs run semi-professional operations with access to behind-the-goals match vision and Champion Data feeds. Getting involved here as a volunteer or part-time analyst is a massive step forward.

Pitch yourself to a head coach or football manager using the work you built at lower levels. Offer to handle time-consuming tasks: tag match footage, prepare video clips for player reviews, or track specific tactical metrics that the main staff don't have time to cover.

State league experience shows you can handle the rhythm and demands of a full season. You'll also work with AFL-listed players dropped to the reserves, giving you a clear view of the gap between state level and senior AFL standards. Document your process as you go — an opposition scout or team report built for a VFL match carries real weight with hiring managers.

The Anatomy of a Professional Portfolio

A good portfolio isn't a collection of every stat you've ever compiled. It's a focused showcase of your best, most practical work. Keep it visual, easy to navigate, and logically structured. Football department staff review plenty of applications, so make sure yours grabs their attention quickly.

Start with a brief overview of how you approach analysis, followed by two or three distinct projects. Each project should tackle a real football question. Avoid throwing charts on a page without context — lay out the question, explain how you looked at it, share the key findings, and offer clear recommendations.

Keep your charts and visuals clean and easy to read. Host your work online ⁠⁠⁠— a simple website or a organized GitHub profile works great. Sending a clean link is always easier for a recruiter to open than a heavy PDF attachment.

Portfolio Project 1: The Opposition Tactical Breakdown

This is the centerpiece for any opposition analyst role. Pick an upcoming AFL match, select one team, and build a pre-game scout on their opponent. Focus on current tactical patterns from the last few weeks rather than season-long averages.

Look at how they bring the ball out of defensive 50, how they setup at stoppages, and how they structure their forward line. Use behind-the-goals vision to spot their defensive setups — are they pressing high or holding a mid-block? Where are the openings to exploit?

Keep your insights punchy and actionable. For example: "Team X turns the ball over frequently when forced to switch play across half-back. Recommendation: Lock down the corridor and force wide switches to trigger our forward press." Pair your points with short video clips and clean graphics. Senior coaches don't have time for long essays — they want three clear takeaways.

Portfolio Project 2: The Draft Prospect Profile

If you're targeting recruiting or list management, prospect reports are essential. Pick three draft-eligible players: a top-tier prospect, a mid-round candidate, and a potential late-round steal. This shows you can evaluate talent across different tiers of the draft pool.

Structure each report cleanly with physical traits, key stats, and tactical fit. Break down their strengths and areas to develop across contest work, ball use, defensive effort, and athleticism. Include video examples for key points. Be honest about weaknesses — scouts need to know if a player struggles on their opposite foot or misses defensive assignments in transition.

Outline their likely position at the next level, suggest a current AFL player comparison to anchor the profile, and identify which clubs make sense as a list fit based on team needs.

Portfolio Project 3: The Macro-Trend Statistical Report

This project highlights your ability to study wider trends across the league and show how the game is evolving. Choose a key tactical theme — such as the impact of forward-half intercepts, changing ruck roles, or how pressure ratings correlate with score differential.

Pull data across recent seasons to test your idea, using clear graphics like field heat maps or possession flow charts to tell the story. The goal is to highlight a tactical pattern that clubs can use to their advantage. A project like this shows both technical data skills and a solid understanding of footy tactics.

Understanding Advanced AFL Metrics

To stand out, move beyond basic box-score stats like disposals, marks, and tackles. While useful, they only tell part of the story. AFL clubs look at deeper indicators to evaluate performance:

• Expected Score (xScore): Measures shot quality based on distance, angle, pressure, and source of play. It helps show whether a team is generating high-value scoring shots or just riding good goal-kicking luck.
• Possession Chains: Tracks how possession starts (e.g., D50 intercept, center bounce, forward stoppage) and how far it moves down the ground.
• Pressure Factors: Grades defensive efforts like corralling, chasing, and closing down space, providing a clearer view of defensive work than tackle counts alone.

If you don't have access to official Champion Data feeds, track your own sample sizes from match vision. Manually logging turnover spots or pressure efforts over a couple of games demonstrates a fantastic work ethic to potential employers.

The Technical Toolkit: Software and Languages

Data insights are only useful if you can process and organize them efficiently. Basic spreadsheets are a good starting point, but modern analyst roles usually require a broader set of technical skills.

R and Python are widely used for handling large datasets and building models. SQL is great for database work, while tools like Tableau or PowerBI let you design interactive dashboards for coaches and fitness staff.

For video work, Hudl Sportscode is the industry standard across professional clubs. Learning how to build code windows, tag vision, and compile video packages is huge. If you can't access Sportscode, practice on alternative video tools — the key is understanding how to structure video tags cleanly. Mention the tools you use in your portfolio and share code samples on GitHub where relevant.

The Role of Video in Analytics

Stats show what happened, but video explains why it happened. Pure data without context isn't enough in a footy department — your portfolio needs to connect numbers directly to match footage.

If the numbers show a team is struggling with center clearances, use video clips to show why. Are the wingmen giving up outer shape? Is the ruckman losing control of tap direction? Is the opposition using a specific body-block setup? Cut short clips that pinpoint the issue.

Use clear screen drawings and highlights to point out player positioning and movement. A coach should be able to watch a 10-second clip and immediately understand the point you're making. Combining clear visuals with solid numbers is what makes analysis truly useful.

The Art of Communication: Translating Data for Coaches

Data is useless if you can't communicate it simply. Coaches operate in high-pressure environments with very little spare time — they don't need complex technical jargon, they need clear answers on how to win games.

Write in direct, plain English using everyday football terms. Always answer the "so what?" behind any stat. If you note that a team turns the ball over on 40% of wide rebounds, explain immediately how to set up defensive coverage to exploit it.

Practice talking through your reports out loud. Being clear, direct, and comfortable discussing your work in front of coaches is one of the final steps to landing a job.

Navigating the Club Environment

Understanding who does what in a football department helps you target your outreach effectively. General Managers oversee the whole program, Senior Coaches set the game style, Assistant Coaches handle line groups, High Performance Managers direct workload, and List Managers handle contract strategy and drafting.

Tailor your work based on who you're contacting:

• Line & Opposition Coaches: Focus on immediate tactical insights and match matchups for upcoming games.
• List Managers & Recruiters: Focus on junior evaluations, long-term talent trends, and list balance.
• Football Managers & Senior Staff: Value clear processes, strong work ethic, and efficient communication styles across departments.

Distribution: Getting Your Portfolio Seen

Building a portfolio is only step one — you also need to get it in front of people. Don't wait around for job ads to pop up on public job boards; many footy roles are filled through existing networks and proactive outreach.

Share parts of your work publicly. Post short tactical breakdowns or trend analysis on LinkedIn or Twitter/X, where analysts and recruiters often hang out. Engage with others in the field, leave thoughtful observations, and build connections naturally.

When your portfolio is ready, send concise, polite notes to targeted club staff. Keep it brief: "Hi [Name], I put together a quick analysis on your team's transition defense over the past three weeks and noticed a pattern worth sharing. Here's a link if you'd like to take a look — would love any quick feedback." Not everyone will reply, but it only takes one right connection to open a door.

The Interview Process: Defending Your Insights

Interviews in football departments are usually hands-on. Instead of standard corporate questions, you'll likely be given a practical task — such as analyzing three games of vision and putting together an opposition scout over a weekend.

This is where your preparation pays off. Deliver a clean, well-structured product on time. Expect coaches to challenge your conclusions during the review — they want to see how you handle pushback. Stand by your data calmly, acknowledge any limits in the analysis, and show that you're adaptable and easy to work with.

The Reality of the Grind

Working in footy involves long hours, weekend match days, and constant travel or video prep. The environment is fast-paced and directly tied to weekend results.

Your portfolio should reflect your dedication and genuine passion for the work. Clubs want analysts who stay focused, stay curious, and show up ready to find solutions week after week.

Sustaining the Edge: Continuous Learning

Tactics in the AFL evolve quickly. Once a new setup or strategy works, rival clubs study and counter it within weeks. Great analysts keep learning — reading sports science research, following analytical trends in other sports like soccer, basketball, or NFL, and finding fresh ways to look at match data.

Look for ideas in other leagues that can be adapted to Australian rules.

Treat your portfolio as a continuous project. Swap out older work as your skills improve and add new analyses on current league trends to show that your methods are always fresh.

Breaking into an AFL footy department comes down to capability and effort. The tools, footage, and data are more accessible than ever. Start at the local level, refine your skills in state leagues, and build a portfolio that clearly demonstrates your value.

You don't need a professional playing background to build a career in footy. The Become an AFL Analyst course gives you the real-world workflows, tactical frameworks, and portfolio projects to help you land a role in an AFL football department.