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
Key Responsibilities
Technical Skills Required
Benefits & Perks
Nice to Have
Job Description
Senior Data Scientist in Football
AS1
Remote (Europe) π| 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
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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
π© To: hr@as1sports.com
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π 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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