Data and Insight Scientist in Cardiff

To support the delivery of player intelligence across Welsh rugby by transforming player and performance data into clear, accessible and actionable insight for coaches and multidisciplinary performance teams.

The role will specialise in data visualisation, interactive applications and performance reporting, bringing together information from across the performance system and using modern development approaches, including AI-assisted coding, to rapidly create and improve tools that support player understanding, development and decision-making.

Salary: Competitive

Closing Date: 29th October 2026

The Person

• Strong ability to transform complex information into simple, engaging and decision-ready visual outputs for non-technical audiences.

• Experience using AI-assisted coding and development tools to accelerate application design, visualisation, coding, prototyping and workflow automation.

• Demonstrable experience in data visualisation, dashboard development and interactive analytical applications, using Streamlit, Tableau or similar technologies.

• Practical experience using Python or similar analytical technologies to manipulate, analyse and visualise data.

• Ability to combine traditional analytical tools with modern AI development workflows to rapidly build, test and iterate user-focused products.

• Experience connecting, analysing and presenting information from multiple data sources and disciplines.

• Strong visual judgement and understanding of information design and data storytelling.

• Working knowledge of data structures, SQL or similar approaches to accessing and managing data would be advantageous.

• Strong communication and interpersonal skills, with the ability to work effectively with coaches, analysts, scientists and multidisciplinary performance practitioners.

• Ability to understand performance questions and translate them into practical analytical solutions, rather than simply reporting data.

• Experience within elite sport, player development or another high-performance environment would be advantageous but is not essential.

• Relevant qualification or equivalent practical experience in data analytics, performance analysis, sports science, computer science or a related discipline.

• Curious, creative and solutions-focused, with a willingness to experiment with new technologies and ways of working to improve the speed and quality of delivery.

• A growth mindset, commitment to continuous learning

• Ability to communicate and work through the medium of Welsh is desirable.

The Role

• Design and develop high-quality player and performance data visualisations, dashboards and interactive applications, using AI-assisted development, visualisation software and modern coding workflows to accelerate delivery and innovation.

• Translate complex player and performance data into clear, intuitive and decision-ready insight for coaches and multidisciplinary performance teams.

• Bring together data from Performance Analysis, Physical Performance, Medical, Behavioural Performance, Talent and other relevant sources to create an integrated view of player performance and development.

• Develop and maintain self-service analytical tools and applications that enable coaches and practitioners to access, explore and understand player information effectively.

• Support the development of player trajectory, national depth chart and pathway visualisations, making changes in performance, progression and opportunity visible over time.

• Produce high-quality player, positional, cohort and pathway reporting to support player reviews, development conversations and performance planning.

• Work closely with coaches and practitioners to understand performance questions and translate these into practical analytical products and visual solutions.

• Rapidly build, test and iterate new applications and analytical products, using feedback from coaches and practitioners to continually improve their usability and impact.

• Work collaboratively with data scientists and other technical specialists to translate advanced analytical work and models into accessible tools, applications and visualisations that can be used within performance environments.

• Support the development and maintenance of the Player Intelligence System, improving how multidisciplinary player information is connected, organised, visualised and communicated.

• Improve the efficiency and consistency of recurring reporting and analytical processes through automation, reusable workflows and modern development tools.

• Support strong data quality and consistency, identifying gaps or issues that could affect the reliability of performance outputs.

• Maintain awareness of emerging developments in data visualisation, application design, AI-assisted development and sports analytics, applying relevant approaches to continually improve delivery.

• Act as an outstanding ambassador for Welsh Rugby, representing the organisation with integrity, collaboration and professionalism.

• Carry out duties in support of the WRU Strategic Mission, Purpose and Values.

WRU Requirements

The WRU require that individuals are proficient in IT skills, specifically Microsoft packages. Excellent written and verbal communications are essential, along with the ability to build strong relationships with internal and external stakeholders.

Ability to communicate through the medium of Welsh and a Valid UK Driver's License is desirable. This role is subject to a basic/enhanced DBS check.

The Perks

As a permanent member of the WRU Group, you will have access to our full range of employee benefits, including:

• Salary Sacrifice Pension (5% employee contribution,matched by WRU)

• Life assurance scheme

• WRU Group Ticket Allocation (in line with ticketing policy)

• One additional paid day off (birthday leave)

• Employee assistance programme

• Team Tactics – hybrid working arrangements

• Free stadium parking and gym

• WRU Group store and tour discounts

• WRU Group partnership offers

• Eye Care Voucher Scheme

• Cycle to Work Scheme

Our Values

The WRU Group are committed to developing a culture whereby all employees are equally valued and respected. Our aims, together with our vision and mission, are underpinned by our core values and beliefs which embrace: Integrity, Excellence, Success, Courage, Family & Humour.

Inclusion At The WRU

The WRU Group are committed to building diverse, high-performing and engaged teams across Welsh Rugby. We are ambitious about providing a people first culture where everyone can belong, be heard and respected. We are happy to talk to you about our Crys I Bawb EDI Strategy (2024-2029) and you can also read more about our commitment in our Equality, Diversity and Inclusion Policy.

Diversity monitoring

We know that we deliver better services when our workforce reflects the full range of backgrounds and experiences in the society we serve.

To continue to do this we need your help in filling out a short monitoring form.

None of the information you provide will be visible as part of your application. It will only be used anonymously to monitor the inclusivity of our selection processes.

You can select 'prefer not to say’ if you would rather not answer any question.

Gwyddonydd Data a Dealltwriaeth

I gefnogi cyflenwi deallusrwydd chwaraewyr ar draws rygbi Cymru trwy droi data chwaraewyr a pherfformiad yn ddealltwriaeth glir, hygyrch a gweithredol i hyfforddwyr a thimau perfformiad aml-ddisgyblaethol.

Bydd y rôl yn arbenigo mewn delweddu data, cymwysiadau rhyngweithiol ac adrodd ar berfformiad, gan ddwyn ynghyd gwybodaeth o bob rhan o'r system berfformio gan ddefnyddio dulliau datblygu modern, gan gynnwys codio gyda chymorth AI, i greu a gwella yn gyflym yr offer sy'n cefnogi dealltwriaeth chwaraewyr, eu datblygiad a'u gallu i wneud penderfyniadau.

Cyflog: Cystadleuol

Dyddiad Cau: 29 Hydref 2026

Y PERSON

• Gallu cryf i drawsnewid gwybodaeth gymhleth yn allbynnau gweledol syml, diddorol ac yn barod am benderfyniadau i gynulleidfaoedd annhechnegol.

• Profiad o ddefnyddio offer codio a datblygu gyda chymorth AI i gyflymu dylunio cymhwysiad, delweddu, codio, prototeipio ac awtomeiddio llif gwaith.

• Profiad amlwg mewn delweddu data, datblygu dangosfwrdd a chymwysiadau dadansoddol rhyngweithiol, gan ddefnyddio Streamlit, Tableau neu dechnolegau tebyg.

• Profiad ymarferol o ddefnyddio Python neu dechnolegau dadansoddol tebyg i drin, dadansoddi a delweddu data.

• Gallu cyfuno offer dadansoddol traddodiadol gyda llifoedd gwaith datblygu AI modern i adeiladu, profi ac ailadrodd cynhyrchion sy'n canolbwyntio ar y defnyddiwr yn gyflym.

• Profiad o gysylltu, dadansoddi a chyflwyno gwybodaeth o sawl ffynhonnell data a disgyblaeth.

• Barn weledol gref a dealltwriaeth o ddylunio gwybodaeth a naratif data.

• Byddai gwybodaeth ymarferol o strwythurau data, SQL neu ddulliau tebyg o gyrchu a rheoli data yn fuddiol.

• Sgiliau cyfathrebu a rhyngbersonol cryf, gyda'r gallu i weithio'n effeithiol gyda hyfforddwyr, dadansoddwyr, gwyddonwyr ac ymarferwyr perfformiad amlddisgyblaeth.

• Gallu deall cwestiynau perfformiad a'u trosi'n atebion dadansoddol ymarferol, yn hytrach na dim ond adrodd data.

• Byddai profiad mewn chwaraeon elit, datblygu chwaraewyr neu amgylchedd perfformiad uchel arall yn fantais ond nid yw'n hanfodol.

• Cymhwyster perthnasol neu brofiad ymarferol cyfwerth mewn dadansoddeg data, dadansoddi perfformiad, gwyddor chwaraeon, cyfrifiadureg neu ddisgyblaeth gysylltiedig.

• Yn chwilfrydig, yn greadigol ac yn canolbwyntio ar atebion, gyda pharodrwydd i arbrofi â thechnolegau newydd a ffyrdd o weithio i wella cyflymder a safon y cyflwyno.

• Meddylfryd twf, ymrwymiad i ddysgu parhaus

• Mae'r gallu i gyfathrebu a gweithio trwy gyfrwng y Gymraeg yn ddymunol.

Y RÔL

• Cynllunio a datblygu delweddu data chwaraewyr a pherfformiad o ansawdd uchel, dangosfyrddau a chymwysiadau rhyngweithiol, gan ddefnyddio datblygiad â chymorth AI, meddalwedd delweddu a llif gwaith codio modern i gyflymu cyflenwi ac arloesi.

• Trosi data cymhleth am chwaraewyr a pherfformiad yn ddealltwriaeth glir, ddealladwy a barod am benderfyniadau i hyfforddwyr a thimau perfformiad aml-ddisgyblaethol.

• Dwyn ynghyd data o Ddadansoddi Perfformiad, Perfformiad Corfforol, Meddygol, Perfformiad

#J-18808-Ljbffr