Senior Data Scientist, Football Decision Support

as1 sports β€’ Spain
Remote
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AI Summary

We're looking for a Senior Data Scientist to develop predictive models for football player performance, market opportunities, and transfer decisions. This role requires expertise in data science, machine learning, and football analytics, with a strong focus on impact and real-world applicability. As a Senior Data Scientist, you will analyze large-scale datasets, design and deploy predictive models, and collaborate with stakeholders to inform decision-making.

Key Highlights
Design and implement predictive models for player performance and valuation
Analyze large-scale datasets to generate actionable insights
Collaborate with data engineers to ensure data quality and scalability
Key Responsibilities
Design and implement predictive models for player performance and valuation
Analyze large-scale datasets to generate actionable insights
Develop proprietary algorithms to assess player potential and team fit
Technical Skills Required
Python pandas scikit-learn NumPy SQL
Benefits & Perks
Remote work
Flexible work arrangement
Nice to Have
Background in football analytics
Experience working with event and tracking data
Familiarity with providers such as Opta, Wyscout, or StatsBomb

Job Description


Senior Data Scientist in Football


AS1

Remote (Europe) πŸ“| Spain preferred

At AS1, we are redefining how data shapes decision-making in football β€” from player performance to transfer strategy.

Behind every smart scouting decision, every undervalued player identified, and every strategic move in the market, there is a powerful combination of data, models, and football understanding.

That is exactly what this role is about.

We are looking for a Senior Data Scientist who wants to operate at the intersection of football performance, market intelligence, and advanced analytics β€” and who is motivated by building models that directly influence real-world decisions.

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Why this role exists

Modern football is no longer driven by intuition alone.

Clubs, agents, and decision-makers increasingly rely on:

β€’Β Β Β Β Β Β Β Β Β Advanced performance metrics

β€’Β Β Β Β Β Β Β Β Β Predictive modeling

β€’Β Β Β Β Β Β Β Β Β Market intelligence and valuation systems

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However, the real competitive edge comes from connecting these domains into a single decision-making framework.

At AS1, we are building that layer.

To do so, we need a data scientist who can transform complex data into clear, actionable, and strategic insights β€” in environments where decisions matter and timing is critical.

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What you will work on

This role is about owning the intelligence layer of football decision-making.

You will design and deploy models that:

β€’Β Β Β Β Β Β Β Β Β Evaluate player performance and potential

β€’Β Β Β Β Β Β Β Β Β Identify market opportunities and inefficiencies

β€’Β Β Β Β Β Β Β Β Β Support scouting and recruitment strategies

β€’Β Β Β Β Β Β Β Β Β Inform player representation and transfer decisions

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You will work with complex, multi-source datasets including:

β€’Β Β Β Β Β Β Β Β Β Event and tracking data

β€’Β Β Β Β Β Β Β Β Β Market and transfer data

β€’Β Β Β Β Β Β Β Β Β Internal proprietary datasets

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Your work will directly impact:

β€’Β Β Β Β Β Β Β Β Β Player scouting and recruitment

β€’Β Β Β Β Β Β Β Β Β Squad building and fit analysis

β€’Β Β Β Β Β Β Β Β Β Transfer strategy and valuation

β€’Β Β Β Β Β Β Β Β Β Strategic advisory to stakeholders

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Much of what you will build will define how decisions are made going forward.

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Where you will work

You will be part of a distributed team, working remotely across Europe, with a strong preference for Spain.

This setup allows:

β€’Β Β Β Β Β Β Β Β Β Close collaboration with technical and football profiles

β€’Β Β Β Β Β Β Β Β Β Flexibility in execution

β€’Β Β Β Β Β Β Β Β Β Direct exposure to real decision-making processes

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How you will work

You will collaborate across a multidisciplinary environment combining:

β€’Β Β Β Β Β Β Β Β Β Data science and machine learning expertise

β€’Β Β Β Β Β Β Β Β Β Football domain knowledge

β€’Β Β Β Β Β Β Β Β Β Business and market understanding

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You will work closely with:

β€’Β Β Β Β Β Β Β Β Β Data engineers and data providers

β€’Β Β Β Β Β Β Β Β Β Football analysts and scouts

β€’Β Β Β Β Β Β Β Β Β External partners

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This role suits someone who enjoys:

β€’Β Β Β Β Β Β Β Β Β Building models that go beyond academic exercises

β€’Β Β Β Β Β Β Β Β Β Working close to decision-makers

β€’Β Β Β Β Β Β Β Β Β Translating complexity into clarity

β€’Β Β Β Β Β Β Β Β Β Balancing rigor with real-world applicability

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What kind of profile fits

Beyond technical skills, we are looking for someone who:

β€’Β Β Β Β Β Β Β Β Β Thinks in terms of impact, not just models

β€’Β Β Β Β Β Β Β Β Β Is comfortable navigating ambiguity and open problems

β€’Β Β Β Β Β Β Β Β Β Combines analytical depth with football intuition

β€’Β Β Β Β Β Β Β Β Β Is proactive, autonomous, and solution-oriented

β€’Β Β Β Β Β Β Β Β Β Enjoys working in fast-paced, high-stakes environments

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Experience in football analytics is highly valued, but mindset and problem-solving ability are critical.

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Why this is a unique opportunity

β€’Β Β Β Β Β Β Β Β Β Shape how data influences player careers and transfer strategy

β€’Β Β Β Β Β Β Β Β Β Work at the intersection of performance analytics and football economics

β€’Β Β Β Β Β Β Β Β Β Build proprietary models with real-world impact

β€’Β Β Β Β Β Β Β Β Β Operate in a high-leverage environment with direct decision influence

β€’Β Β Β Β Β Β Β Β Β Contribute to the next generation of football intelligence systems

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We are not just analyzing the game.

We are helping define how decisions in football will be made.

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Key responsibilities

β€’Β Β Β Β Β Β Β Β Β Design and implement predictive models for player performance and valuation

β€’Β Β Β Β Β Β Β Β Β Analyze large-scale, multi-source datasets to generate actionable insights

β€’Β Β Β Β Β Β Β Β Β Develop proprietary algorithms to assess player potential and team fit

β€’Β Β Β Β Β Β Β Β Β Collaborate with data engineers to ensure data quality and scalability

β€’Β Β Β Β Β Β Β Β Β Translate complex outputs into clear recommendations for non-technical stakeholders

β€’Β Β Β Β Β Β Β Β Β Stay at the forefront of data science and football analytics innovation

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Required profile

β€’Β Β Β Β Β Β Β Β Β 5+ years of experience in data science and machine learning

β€’Β Β Β Β Β Β Β Β Β Strong proficiency in Python (pandas, scikit-learn, numpy) and SQL

β€’Β Β Β Β Β Β Β Β Β Solid experience in predictive modeling and statistical analysis

β€’Β Β Β Β Β Β Β Β Β MSc (or equivalent) in a quantitative field (data science, statistics, physics, etc.)

β€’Β Β Β Β Β Β Β Β Β Fluent in English (Spanish is a plus)

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Nice to have

β€’Β Β Β Β Β Β Β Β Β Experience with cloud platforms (e.g. AWS)

β€’Β Β Β Β Β Β Β Β Β Background in football analytics

β€’Β Β Β Β Β Β Β Β Β Familiarity with providers such as Opta, Wyscout, or StatsBomb

β€’Β Β Β Β Β Β Β Β Β Experience working with event and tracking data

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Application process

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Interested candidates should send:

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β€’Β Β Β Β Β Β Β CV

β€’Β Β Β Β Β Β Β Short motivation letter


πŸ“© To: hr@as1sports.com

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πŸ“Œ Email subject: Senior Data Scientist in Football

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Applications will be reviewed on a rolling basis. Early applications are encouraged.


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