Machine Learning, Expert

hace 3 meses


Barcelona, España Mango A tiempo completo

En Mango inspiramos y unimos mediante nuestra pasión por el estilo y la cultura. Estamos en más de 115 países y nuestra presencia online se extiende a más de 110 países. Nuestro equipo está formado por personas de 112 nacionalidades y en un 78% por mujeres.
Buscamos un/a Machine Learning Expert.
¿CÓMO SERÁ TU DÍA A DÍA EN MANGO?Estamos buscando un/a Data Scientist especializado en Natural Language Processing y Large Language Models para unirse a nuestro equipo de Data & Advanced Analytics. Formarás parte del equipo que da forma a la inteligencia, estrategia y arquitectura de datos de Mango. El equipo de Advanced Analytics desarrolla algoritmos de Inteligencia Artificial dirigidos a optimizar los procesos y decisiones más desafiantes dentro de la industria del retail.
El equipo de Advanced Analytics de Mango está formado por Data Scientists, Big Data Engineers, Machine Learning Engineers, Deep Learning Researchers y Software Engineers que trabajan juntos en squads multidisciplinares para desarrollar algoritmos de aprendizaje automático de calidad de vanguardia aprovechando la última tecnología en plataformas de Big Data y computación distribuida.
Cada una de los squads de análisis avanzado tiene como objetivo desarrollar y evolucionar algoritmos de aprendizaje automático para hacer frente a algunos de los principales retos técnicos y empresariales de Mango:
Generative Artificial Intelligence squad: Equipo transversal responsable de impulsar iniciativas innovadoras relacionadas con algoritmos generativos (texto, imagen, video, etc.) en el cual se incorporará la persona seleccionada. Este squad ha liderado el desarrollo de la plataforma de IA basada en LLM para los casos de uso internos.Personalization Squad: Desarrollar algoritmos de Inteligencia Artificial para proporcionar una experiencia personalizada a los clientes del sitio web y de la App de Mango.Pricing and Mark-Down Squad: Desarrollar algoritmos de aprendizaje automático que determinen las promociones y descuentos óptimos.Purchasing/Production Squad: Desarrollar algoritmos de ciencia de datos para la detección temprana de best-sellers.Debido a la relevancia de los proyectos de Mango Advanced Analytics, cada squad tiene visibilidad y presentaciones a nivel de junta directiva.
¿QUÉ HACE UN DATA SCIENTIST EN MANGO?Como Data Scientist especializado en NLP y LLM formarás parte del equipo que trabaja en la investigación, definición, experimentación, prototipado y puesta en producción de soluciones innovadoras basadas en algoritmos generativos de última generación.
En tu día a día...
Trabajarás con modelos de Deep Learning complejos como los Large Language Models (LLM) para abordar múltiples casos de uso.Trabajarás con una gran variedad de datos (estructurados y no estructurados).Implementarás el prototipo de soluciones con algoritmos de Deep Learning.Estarás conectado a los últimos desarrollos en Deep Learning.¿QUÉ ESPERAMOS DE TI?Experiencia en el desarrollo de proyectos de data scientist con corpus de textos.Experiencia en prototipar soluciones software basadas en Machine Learning.Experiencia en el uso de librerías enfocadas a Deep Learning como Tensorflow o PyTorch.Al menos 4 años de experiencia desarrollando en Python.Se valora positivamente el conocimiento de la teoría en la que se basan los modelos de Deep Learning.Se valora positivamente las publicaciones en revistas científicas.Se valora muy positivamente el interés en buenas prácticas de programación.Se valora haber trabajado con servicios cloud (Azure, AWS, Google Cloud).Persona comprometida, proactiva, curiosa, con ganas de innovar.¿QUÉ NOS HACE ESPECIALES?Incorporación inmediata con contrato indefinido.Ofrecemos horario flexible.Posibilidad de teletrabajo en un 50%.25% de descuento en todas nuestras líneas.Te podrás formar a nivel técnico en plataformas como O'Reilly.Política de referrals.Transporte gratuito de empresa desde Barcelona y el Vallès.Servicio de fisioterapia en las oficinas centrales.Ambiente de trabajo cercano, inspirador y ambicioso.You got it?We like you

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