Data Marketing Scientist

Trabajar estrechamente con Product Owners, Data Analysts, Data Engineers y ML Engineers para diseñar, construir, desplegar y monitorizar productos escalables de IA e IA Generativa . Desempeñar un papel clave en la adopción de la IA Generativa dentro del negocio, desarrollando soluciones basadas en LLMs, embeddings y arquitecturas RAG para resolver problemas reales de usuarios y operaciones. Colaborar directamente con stakeholders del negocio para entender sus necesidades y traducirlas en sistemas de IA precisos, fiables y prácticos en entornos de producción.

Monitorizar y mejorar el rendimiento de los modelos y sistemas, aplicar buenas prácticas en Data Science, MLOps y LLMOps, y refinar continuamente modelos y prompts para maximizar el impacto en el negocio. Mantenerse actualizado en buenas prácticas de LLM, RAG e IA Generativa , utilizando nuevas técnicas y tecnologías para impulsar la innovación y la eficiencia.

SOBRE TI: Buscamos un perfil con fuertes capacidades analíticas y técnicas. 3–5 años de experiencia en Data Science o Machine Learning aplicado. ~ Sólido dominio de Python y SQL. ~ Experiencia en la construcción y despliegue de modelos de machine learning. ~ Experiencia práctica en IA Generativa, incluyendo: ~ Familiaridad con la evaluación de modelos más allá de la accuracy (ranking, relevancia, calidad de recuperación, etc.) Experiencia con Snowflake (altamente valorable) Conocimiento de cloud AWS Experiencia en LLMOps (gestión de prompts y versiones, monitorización, frameworks de evaluación) Agap2 es una empresa que ofrece igualdad de oportunidades, por ello nos comprometemos a tratar todas las candidaturas por igual en función de sus capacidades, logros y experiencia. Animamos a cualquier persona a presentar su candidatura que será tratada con igualdad de oportunidades independientemente de su raza, nacionalidad, sexo, edad, discapacidad, orientación sexual, identidad de género o cualquier otra característica. ”

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Common Interview Questions And Answers

1. HOW DO YOU PLAN YOUR DAY?

This is what this question poses: When do you focus and start working seriously? What are the hours you work optimally? Are you a night owl? A morning bird? Remote teams can be made up of people working on different shifts and around the world, so you won't necessarily be stuck in the 9-5 schedule if it's not for you...

2. HOW DO YOU USE THE DIFFERENT COMMUNICATION TOOLS IN DIFFERENT SITUATIONS?

When you're working on a remote team, there's no way to chat in the hallway between meetings or catch up on the latest project during an office carpool. Therefore, virtual communication will be absolutely essential to get your work done...

3. WHAT IS "WORKING REMOTE" REALLY FOR YOU?

Many people want to work remotely because of the flexibility it allows. You can work anywhere and at any time of the day...

4. WHAT DO YOU NEED IN YOUR PHYSICAL WORKSPACE TO SUCCEED IN YOUR WORK?

With this question, companies are looking to see what equipment they may need to provide you with and to verify how aware you are of what remote working could mean for you physically and logistically...

5. HOW DO YOU PROCESS INFORMATION?

Several years ago, I was working in a team to plan a big event. My supervisor made us all work as a team before the big day. One of our activities has been to find out how each of us processes information...

6. HOW DO YOU MANAGE THE CALENDAR AND THE PROGRAM? WHICH APPLICATIONS / SYSTEM DO YOU USE?

Or you may receive even more specific questions, such as: What's on your calendar? Do you plan blocks of time to do certain types of work? Do you have an open calendar that everyone can see?...

7. HOW DO YOU ORGANIZE FILES, LINKS, AND TABS ON YOUR COMPUTER?

Just like your schedule, how you track files and other information is very important. After all, everything is digital!...

8. HOW TO PRIORITIZE WORK?

The day I watched Marie Forleo's film separating the important from the urgent, my life changed. Not all remote jobs start fast, but most of them are...

9. HOW DO YOU PREPARE FOR A MEETING AND PREPARE A MEETING? WHAT DO YOU SEE HAPPENING DURING THE MEETING?

Just as communication is essential when working remotely, so is organization. Because you won't have those opportunities in the elevator or a casual conversation in the lunchroom, you should take advantage of the little time you have in a video or phone conference...

10. HOW DO YOU USE TECHNOLOGY ON A DAILY BASIS, IN YOUR WORK AND FOR YOUR PLEASURE?

This is a great question because it shows your comfort level with technology, which is very important for a remote worker because you will be working with technology over time...