Episode 12

full
Published on:

17th Nov 2023

Scouting Smarter, Not Harder: Data’s Role in Modern Player Evaluation

In today's episode we follow on from last weeks episode and talk about step two of our recruitment process.

In this step we're taking our sample of 250 players gained from step 1, and ranking them in respect to the Key Performance Indicators (KPI's) that would be selected as most important by the coaching staff.

Once we have our ranked list of 250 players it's handed over to the technical scouting team (or person) who can start to watch in game clips of the player using one of the many data providers available (one of which is WyScout). The technical scout will watch the clips and score the player in each of the KPI's highlighted by the coaching team as important for the role they would carry out in their formation and style of play.

If the technical scout decides this player is worthy of further investigation only then is the player passed over to the conventional scouting network, who will then watch them in person.

This makes the in person scouting process so much more efficient in these ways;

1) The scouts are only asked to watch credible pre-evaluated players, no time wasted.

2) The scouts are provided with a clear and focused objective by providing them a score sheet of which KPI's are to be assessed during the match.

The key advantage in this process is that it gives the club time to be proactive and watch players a handful of times in different circumstances in order to rule them in, or rule them out as potential transfer targets.

Once the process has been up and running for some time there should be a board with all current squad members in their respective positions (or roles), and an identical board next to it with 3-5 names of players for each position (or role) who are being actively scouted for both on field performance. Just as important is the time it allows the club to investigate the player off the field in order to evaluate whether the player would fit the culture of the football club, and add to the togetherness of the current squad.

The transfer target board. could change weekly as the data will be constantly updated after every match played, every technical scout report filed, and each conventional scout report completed.

It must also be remembered that a process is never perfect, and we're certainly not claiming ours to be. However, having a process is a great start because without a process how can you hope to improve the process?

Each step is a chance to gain feedback and identify steps and stages where things could be improved in order to increase the likelihood of making a good decision regarding the recruitment of a player. If a club can record more transfer market hits than misses they will more than likely assemble an improved playing squad and increase the asset value of the players along the way.

Next week we're going to run through step 3 of the recruitment process, the player acquisition step. See you then, bye now!

X (formerly Twitter) - @champattack

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About the Podcast

A.I. In Football
Recruitment Decisions, Done Properly.
AI in Football: Recruitment Decisions, Done Properly is a practical podcast about how football clubs make better recruitment decisions in an AI world — without the hype.

We don’t chase novelty tools. We focus on the thinking and structure that makes any tool useful: clear role briefs, behaviours over labels, constraints and trade-offs, repeatable shortlisting, and decision review that actually improves the process.

Each episode gives you something you can use:

- Role Definition Templates (behaviour-based, not position labels)

- Question sets that lead to better shortlists

- Meeting Structures that stop recruitment becoming a persuasion contest

- Simple Ways to Stress-Test Decisions (“what would make this wrong?”)

- How AI Fits Safely: drafting, checking, standardising outputs — never replacing judgement

If you work in recruitment, scouting, analysis, coaching, or you’re aiming to, this show is for you. Clarity First. Tools Second.
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About your hosts

Thomas Butterfield

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I'm a very approachable obsessive learner who is always interested in the stories of others, and how that information and experience can be used to help others move the needle of their life in a positive direction.

As a result of the work I do adults and younger people understand the importance of being an active participant in their own health.

The result of this is we at Elevate Health Chiropractic and Wellbeing are putting better educated individuals into the community who are making better health decisions for themselves and those they care for the most.
They move better, they eat better, they think better.

They Feel Better.

We are always looking to work with and help individuals and organisations who value their own health, that of their family, or their staff high enough to take that next step with Elevate Health, Chiropractic and Wellbeing.

David Bromley

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For the last fifteen years I have applied my analytical, systems-evaluation and financial background to the football industry.

As a long-term student of the game I hold coaching badges from the English Football Association and am a certified member of the Professional Football Scouts Association.

I hold distinctions in the Prozone (STATS) Professional Performance Analysis/ Performance Data & Recruitment Certificates Levels 1,2 & 3 in addition to being an F.A. Registered Intermediary.

My experience in football has enabled me to view player recruitment from the 'sharp end' and allows me to tailor my service to meet clients' best interests.