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AI & Effectiveness Executive (Data Scientist)

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dentsu

19d ago

  • Job
    Full-time
    Mid & Senior Level
  • Data
    Research & Development
  • Madrid
  • Quick Apply

AI generated summary

  • You need a degree in a technical field, 3-5 years as a Data Scientist, strong English, skills in R, Python, SQL, Cloud platforms, knowledge of AI models, and experience with LLMs and RAG.
  • You will analyze data using LLMs, build mathematical models for communication impact, design AI solutions for client challenges, present insights to advertisers, and develop new ML-driven products.

Requirements

  • Formación académica deseable: Grado o Máster en Matemáticas, Ingenierías, Física, Estadística u otros grados técnicos relacionados.
  • Experiencia mínima de 3-5 años como Data Scientist y/o experiencia en proyectos de Inteligencia Artificial o Análisis de Datos. Valorable experiencia en agencias de medios y conocimientos de marketing.
  • Nivel alto de inglés (relación con clientes internacionales). Comunicación fluida en inglés, tanto en conversación como escrita.
  • Conocimiento de los lenguajes de programación R y Python, así como buenas prácticas de desarrollo y experiencia en Git.
  • Conocimientos de BBDD relacionales, PostgreSQL y MySQL además del lenguaje SQL.
  • Conocimientos y experiencia en al menos una de las grandes plataformas Cloud (Azure, Google Cloud, AWS).
  • Conocimientos sobre modelos supervisados y no supervisados (Regresión, Clasificación, Procesamiento Lenguaje Natural, Redes Neuronales, Series Temporales, etc.).
  • Experiencia en el uso de LLMs y la implementación de metodologías RAG (Retrieval Augmented Generation) y agentes.

Responsibilities

  • Creación de agentes y uso de LLMs para el análisis de datos, creación de insights y automatización de procesos.
  • La elaboración de modelos matemáticos para medir, predecir y simular el efecto de la comunicación en los KPIs de negocio de los anunciantes (modelos de atribución y Marketing Mix Modelling).
  • Diseño y definición de enfoques o soluciones que resuelvan problemáticas de negocio de clientes del grupo Dentsu a través de tecnologías basadas en algoritmos de IA.
  • Elaboración y presentación de los resultados y aprendizajes obtenidos de los análisis a los anunciantes para maximizar los resultados de las marcas.
  • Colaborar en el diseño y desarrollo técnico de nuevos productos y servicios que aporten valor añadido a los anunciantes.
  • Investigación y aplicación de modelos Machine Learning para la creación de nuevos productos y la realización de proyectos para nuestros clientes.

FAQs

What qualifications are required for the AI & Effectiveness Executive position?

A desirable academic background includes a Degree or Master's in Mathematics, Engineering, Physics, Statistics, or other related technical fields.

What kind of experience is needed for this role?

A minimum of 3-5 years of experience as a Data Scientist or in AI projects or Data Analysis is required. Experience in media agencies and knowledge of marketing are valuable.

Is knowledge of programming languages required for this position?

Yes, proficiency in programming languages such as R and Python is required, along with experience in Git and good development practices.

Are there any specific database skills required?

Yes, knowledge of relational databases including PostgreSQL and MySQL, as well as proficiency in SQL, is required.

What cloud platforms should candidates be familiar with?

Familiarity with at least one of the major cloud platforms such as Azure, Google Cloud, or AWS is necessary.

What types of models and methodologies should candidates know about?

Candidates should have knowledge and experience in supervised and unsupervised models, including Regression, Classification, Natural Language Processing, Neural Networks, and Time Series analysis. Experience with LLMs and RAG methodologies is also important.

What soft skills are valued for this job?

Proactivity, analytical skills, teamwork, agility, client orientation, and high communication capacity are all valued.

Is there a language requirement for this job?

Yes, a high level of English proficiency is required, including fluent communication both orally and in writing, due to interactions with international clients.

Where is the location of the position?

The position is located in Madrid.

What is the contract type for this job?

The contract type is permanent.

Does Dentsu promote diversity and inclusion?

Yes, Dentsu encourages applications from individuals with disabilities and from all ages, nationalities, backgrounds, and cultures, fostering a diverse and inclusive culture.

Marketing & Advertising
Industry
10,001+
Employees

Mission & Purpose

We are dentsu. We team together to help brands predict and plan for disruptive future opportunities and create new paths to growth in the sustainable economy. We know people better than anyone else and we use those insights to connect brand, content, commerce and experience, underpinned by modern creativity. We are the network designed for what’s next.