Senior ML/LLM Engineer (API & Fullstack) - English Mandatory

Reposted 6 Days Ago
Be an Early Applicant
Barcelona, Cataluña
In-Office
Senior level
Information Technology • Consulting
The Role
Responsible for the end-to-end lifecycle of ML solutions focusing on API development and full-stack engineering, utilizing advanced ML libraries and LLMs.
Summary Generated by Built In
Company Description

Your career starts now…

We are renowned European world leader in consulting, digital services and software development with 56.000 employees in almost 30 countries and more than 4.000 employees in Spain.
We focus on people; their growth and their professional development is what makes us grow and improve constantly.

We are passionate about the digital world and just like you we are looking for the greatest adventures. We want your day to day to be your source of inspiration. We want you to learn, to have fun, to grow and most importantly to enjoy to the fullest. 

If you want to be a part of a “Great Place to work” company ...just keep reading!

Job Description

This role is for a Senior ML/LLM Engineer with strong data science capabilities and a significant focus on API development and full-stack engineering principles. They will be responsible for the end-to-end lifecycle of machine learning solutions, from model conception and development to building robust, scalable APIs and integrating them into production applications.

 

     

    Qualifications

    Data Science, Model Development & LLM Expertise:

    • Statistical Models & Machine Learning: Develop, test, and validate statistical and machine learning models in Python. Explore, select, and prepare datasets, including feature engineering using libraries like NumPy, Pandas, Polars, and SciPy.
    • Advanced ML Libraries: Develop and implement classification, regression, and other predictive models leveraging libraries such as Scikit-learn, XGBoost, LightGBM, CatBoost, and deep learning frameworks like TensorFlow/Keras and PyTorch.
    • Natural Language Processing (NLP) & Text Mining: Utilize NLP techniques to extract insights from unstructured text, employing libraries like NLTK, spaCy, Hugging Face Transformers, and Sentence Transformers.
    • Large Language Models (LLMs):
      • Architect and implement solutions using LLMs (e.g., GPT-4, Claude 3, Llama 3, Gemini) via APIs or by fine-tuning open-source models for tasks like extraction, classification, summarization, content generation, and conversational AI.
      • Proficiency with LLM application development frameworks such as LangChain, LlamaIndex, and Haystack for building complex, orchestrated LLM workflows.
      • Skilled in prompt engineering, fine-tuning techniques (e.g., LoRA, QLoRA), and designing Retrieval Augmented Generation (RAG) systems.
      • Experience with vector databases (e.g., Pinecone, Weaviate, ChromaDB, FAISS) for semantic search and knowledge retrieval.

    Additional Information

    What do we have for you?

    • Full time permanent contract
    • 23 days annual leave
    • Continuous training: technical and transversal skills and languages. We provide access to several certifications and accreditations and learning programs with our main technological partners, online platforms and more. 
    • Life and accident insurance.
    • Flexible benefits program (health insurance, meal vouchers, childcare vouchers, mobility, and training)
    • “Privilige Club” access, where you will find deals for several brands.
    • Detailed and personalized onboarding. We’ll be with you in every step of the way so you can feel #soprano from the very beginning.
    • Recreational spaces in our offices because work and fun go hand in hand.
    • Companionship and great working environment because we know how important the power of togetherness is.

    And most importantly you´ll have the opportunity to develop your professional career with us. Together we’ll create an individualized career development plan. We’ll establish goals and we’ll make sure we achieve them together. Your priorities will be ours. 

    Your voice will be heard! - Join us and be part of something bigger!

    The world is how we shape it

    Adquirimos el compromiso de respetar la diversidad, creando un ambiente de trabajo inclusivo y aplicando políticas que favorezcan la inclusión y promuevan el respeto social y cultural en cuestiones de género, edad, funcional, orientación sexual y religión con igualdad de oportunidades.

    Top Skills

    Catboost
    Chromadb
    Claude 3
    Faiss
    Gemini
    Gpt-4
    Haystack
    Hugging Face Transformers
    Keras
    Langchain
    Lightgbm
    Llama 3
    Llamaindex
    Nltk
    Numpy
    Pandas
    Pinecone
    Polars
    Python
    PyTorch
    Scikit-Learn
    Scipy
    Sentence Transformers
    Spacy
    TensorFlow
    Weaviate
    Xgboost
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    The Company
    HQ: Paris
    49,329 Employees

    What We Do

    Sopra Steria, a major Tech player in Europe with 56,000 employees in nearly 30 countries, is recognised for its consulting, digital services and software development. It helps its clients drive their digital transformation and obtain tangible and sustainable benefits. The Group provides end-to-end solutions to make large companies and organisations more competitive by combining in-depth knowledge of a wide range of business sectors and innovative technologies with a fully collaborative approach. Sopra Steria places people at the heart of everything it does and is committed to putting digital to work for its clients in order to build a positive future for all. In 2023, the Group generated revenues of €5.8 billion.

    The world is how we shape it

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