Senior Data Scientist

hace 3 días


Centro, España F. Hoffmann-La Roche Gruppe A tiempo completo

Roche fosters diversity, equity and inclusion, representing the communities we serve. When dealing with healthcare on a global scale, diversity is an essential ingredient to success. We believe that inclusion is key to understanding people’s varied healthcare needs. Together, we embrace individuality and share a passion for exceptional care. Join Roche, where every voice matters.

The Position

As a Data Scientist you will join the data science cluster in the Roche Informatics Data and Analytics Chapter (DnA). You will be part of one or several multi-disciplinary agile teams where you’ll actively shape the future of healthcare by using data science methods and principles to generate deeper insights from a great variety of data sources. To achieve this, you will proactively identify needs, design and implement analytical solutions, provide advice and consulting support to our key stakeholders and show impact by executing proof-of-value initiatives, or contributing to existing products.

As a Data Scientist you will:

  • Be accountable for the development and implementation of Data Science products focusing on Natural Language Processing leveraging LLMs and Generative AI tools.
  • Support proactive identification of the most relevant LLM/NLP use cases in collaboration with the key stakeholders.
  • Apply your expertise in NLP/LLM to develop and refine models that address Roche business needs. Involved in building and fine-tuning models and optimising their performance to provide valuable insights and solutions to business stakeholders.
  • Support prioritisation efforts, understand feasibility and business impact, take smart risks to make informed decisions in a fast-paced, evolving environment to deliver patient benefits faster.
  • Collaborate within global agile teams in the Roche Informatics business and foundational domains to develop products that provide the highest value to both Roche Pharma and Diagnostics business stakeholders.
  • Provide methodical and implementation guidance as well as hands-on support around analytical LLM/NLP use cases. Evaluate the pros & cons of different NLP approaches and Generative AI platforms with comprehensive quantitative and qualitative analysis.
  • Communicate findings and market the value of use cases to key stakeholders.
  • Contribute to positioning data science as a key competency within the enterprise.
  • Continuously look for opportunities to broaden knowledge, capabilities and skill set to enable talent to flow into different specialties.
  • Be a role model for knowledge sharing within the DnA chapter.
  • Act as a coach, mentor, or buddy to help colleagues grow and develop.
Qualifications
  • M.Sc. or PhD in Computer Science, Physics, Statistics, Mathematics or equivalent degree and experience with machine learning/data mining/artificial intelligence.
  • At least 5 years of hands-on experience as a Data Scientist.
  • Hands-on experience with Python programming and common NLP libraries (e.g., transformers, gensim, spaCy, etc.).
  • Familiarity with essential frameworks (e.g. PyTorch) and infrastructure components (Docker, GPU) for training, fine-tuning and evaluating NLP tasks.
  • Experience in using both open source (e.g. HuggingFace) and closed source LLM models with different deep learning architectures.
  • Experience implementing RAG, working with knowledge databases and using LLM through APIs.
  • Proven experience to deploy LLM models with cloud platforms (AWS, Azure) and machine learning workbenches for robust and scalable productionisation.
  • Good knowledge of effective training and optimising language models to fit for internal infrastructure and ensure seamless integration.
  • Familiarity with best practices for code generation, code documentation, data security, and compliance in cloud-based data science workflows.
  • Proven experience to add value and insight by providing advanced analytical solutions.
  • Data storytelling skills and using visualisation tools to communicate data and results with a non-technical audience.
  • International, goal oriented mindset with can do attitude.
  • Experience in the pharmaceutical/biotech industry is preferred.
  • Fluency in written and spoken English.

Roche is an equal opportunity employer.

Who we are

At Roche, more than 100,000 people across 100 countries are pushing back the frontiers of healthcare. Working together, we’ve become one of the world’s leading research-focused healthcare groups. Our success is built on innovation, curiosity and diversity.

Roche is an Equal Opportunity Employer.

#J-18808-Ljbffr
  • Senior Data Scientist

    hace 2 meses


    Centro, España Logicalis Spain A tiempo completo

    En Logicalis Spain estamos buscando un perfil de Senior Data Scientist / Machine Learning Engineer para integrarse en nuestra BU de Data & Analytics ubicada en las oficinas de Madrid o Barcelona. El equipo de Data & Analytics de Logicalis trabaja con clientes nacionales e internacionales, llevando a cabo importantes proyectos de inteligencia artificial y...


  • Centro, España Geotab Inc. A tiempo completo

    Geotab is a global leader in IoT and connected transportation and certified “Great Place to Work.” We are a company of diverse and talented individuals who work together to help businesses grow and succeed, and increase the safety and sustainability of our communities. Geotab is advancing security, connecting commercial vehicles to the internet and...


  • Centro, España Zenith USA A tiempo completo

    Publicis Groupe, the world's second largest communications group, is a solutions platform that is present in more than 100 countries and has more than 98,000 employees. With a unique work philosophy, The Power of One puts clients at the center by promoting the growth of their business through creative agencies (Publicis, Leo Burnett, Publicis Health,...


  • Centro, España Performics A tiempo completo

    Publicis Groupe, the world's second largest communications group, is a solutions platform that is present in more than 100 countries and has more than 98,000 employees. With a unique work philosophy, The Power of One puts clients at the center by promoting the growth of their business through creative agencies (Publicis, Leo Burnett, Publicis Health,...

  • Data Science Associate

    hace 3 semanas


    Madrid Centro, Madrid, España Celonis A tiempo completo

    About the RoleWe are seeking a talented and motivated individual to join our team as an Associate Data Scientist. As a member of our Global Value Engineering organization, you will be responsible for working with customers to uncover their core business challenges and determine how our Process Mining technology can help them achieve their business...

  • Senior Data Engineer

    hace 2 meses


    Centro, España Civitatis A tiempo completo

    ¿Te apasionan los viajes, la cultura y el ocio y tienes ganas de participar en el crecimiento de la empresa Nº 1 en servicios turísticos en español?Nuestro equipo no para de crecer y buscamos personas con talento e ilusión por desarrollarse. Somos un equipo joven, multicultural e innovador que entiende cada día como un desafío y una nueva oportunidad...


  • Centro, España Logicalis Spain A tiempo completo

    En Logicalis Spain estamos buscando a un perfil de Data Engineer con conocimientos de modelos de datos analíticos (en estrella), SQL y Python para el área de Data & Analytics y para el área de Data de uno de nuestros principales clientes del sector seguros. Requisitos Funcionales Buscamos a un/a ingeniero/a de datos senior. Requisitos Técnicos: ...

  • Pricing Actuary

    hace 1 mes


    Centro, España L'Argus de l'Assurance A tiempo completo

    AXA Pricing Actuary / Data Scientist P&C Commercial Lines - Work location: Madrid Employeur AXA Le poste Pricing Actuary / Data Scientist P&C Commercial Lines - Work location: Madrid 18/09/2024 CDI Salaire: Non communiqué Expérience: De 6 à 10 ans Whatever their stage of life, we provide over 108 million customers with the products and services they need...

  • Senior Data Analyst

    hace 3 días


    Centro, España Nateevo A tiempo completo

    ¡Ampliamos nuestro equipo de Data & Analytics! Buscamos un/a Senior Data Analyst para formar parte de nuestro equipo de Data & Analytics. Valoramos el talento y buscamos profesionales que fomenten la autoexigencia, la colaboración, la pasión y el crecimiento continuo para aportar el máximo valor. Nos esforzamos por crear un entorno en el que cada...

  • Senior Data Analyst

    hace 3 días


    Centro, España Make A tiempo completo

    Senior Data Analyst Madrid Madrid, Community of Madrid, ES Make is the leading visual platform for anyone to design, build, and automate anything—from tasks and workflows to apps and systems—without the need for coding skills. We are headquartered in the flourishing tech hub of Prague, Czech Republic, and our teams are spread across the USA, UK,...


  • Centro, España Logicalis Spain A tiempo completo

    En Logicalis Spain estamos buscando un perfil de Service Manager para integrarse en nuestra BU de Data & Analytics ubicada en las oficinas de Madrid o Barcelona. El equipo de Data & Analytics de Logicalis trabaja con clientes nacionales e internacionales, llevando a cabo importantes proyectos de inteligencia artificial y analítica avanzada, estrategia...

  • Big Data

    hace 2 meses


    Centro, España Michael Page A tiempo completo

    Big Data & Cloud Senior Developer en Madrid.Perfil buscado (Hombre/Mujer):Desarrollar e implementar soluciones de Big Data y Cloud.Colaborar con diversas partes interesadas para entender sus necesidades y desarrollar soluciones técnicas.Garantizar la calidad y la eficiencia de las soluciones de Big Data.Resolver problemas técnicos complejos y proporcionar...


  • Centro, España IQVIA LLC A tiempo completo

    Senior Data Analyst, Healthcare Consulting Location: Madrid or Barcelona Are you passionate about healthcare and data analysis? Do you want to make a real impact on healthcare organizations and systems? If so, we have an exciting opportunity for you! As a Senior Data Analyst within our Healthcare Consulting Services Team, you will play a crucial role in...

  • Senior Data Engineer

    hace 2 meses


    Centro, España Growara A tiempo completo

    Estamos ayudando a una startup health tech súper top que está revolucionando el acceso a la salud gracias a la tecnología. Buscamos a alguien que se una al equipo como Senior Data Engineer para ayudarles a seguir mejorando la vida de las personas a través de datos. ¿Te animas?¿CUÁL ES SU PROPÓSITO?Son una startup con oficinas en Madrid y Barcelona, y...

  • Big Data

    hace 1 mes


    Centro, España Michael Page A tiempo completo

    Big Data - Cloud Senior Developer Formarás parte de un ecosistema de Talento Tecnológico en Page Consulting Tech Solutions, especializada en la realización de proyectos IT en clientes, ofreciendo una amplia variedad de soluciones tecnológicas a medida con la flexibilidad y agilidad requerida. Responsabilidades: Desarrollar e implementar soluciones de Big...


  • Centro, España NTT DATA A tiempo completo

    Make an impact with NTT DATA Join a company that is pushing the boundaries of what is possible. We are renowned for our technical excellence and leading innovations, and for making a difference to our clients and society. Our workplace embraces diversity and inclusion – it’s a place where you can grow, belong and thrive. Your day at NTT DATA The...

  • Data Analyst

    hace 1 mes


    Centro, España Cabify A tiempo completo

    Do you want to change the world? At Cabify, that’s what we’re doing. We aim to make cities better places to live by improving mobility for the people living in them, connecting riders to drivers at the touch of a button. Maybe one day cities will be places where nobody needs a private car. But we’ve still got a long way to go...fancy joining us? About...


  • Centro, España Santander A tiempo completo

    Senior Big Data Engineer (Python & Spark) - Openbank Country: Spain WHAT YOU WILL BE DOING Openbank is in the middle of a digital transformation, working in startup format and innovating in core banking product development from within. We want to convey a whole new digital experience to our customers and for that reason we need the most skilled professionals...

  • Data Engineer

    hace 1 mes


    Centro, España TWENIX PLATFORM S.L A tiempo completo

    ¿Sabéis cuando un proyecto comienza con una buena idea que funciona y de pronto la tecnología se vuelve fundamental e imprescindible para seguir creciendo y soñando? ¡Pues este es el caso de Twenix! Pero...en realidad, ¿quiénes somos? Somos una empresa tecnológica e-learning que ayuda a las empresas y profesionales a mejorar la comunicación en...

  • Data Analyst

    hace 2 meses


    Centro, España Ebury A tiempo completo

    Data Analyst - Fintech Madrid Office - Hybrid: 4 days in the office, 1 day working from home Join Our Data Team at Ebury Madrid Office. Ebury’s strategic growth plan would not be possible without our Data Analytics & Reporting team and we are seeking a Data Analyst to join our Finance domain! Our data mission is to develop and maintain Ebury’s Data...