Senior Machine Learning Engineer, AI Innovations
hace 3 semanas
About the Role:
">This is Adyen, a leading financial technology platform providing payments, data, and financial products to customers like Meta, Uber, HM, and Microsoft.
">Our team, Gen AI, focuses on developing a Generative AI platform that supports various applications based on Large Language Models (LLMs).
">We work with Open Source frameworks like HuggingFace and LangChain, and models like Llama or Mixtral, to build platform-oriented components for deploying an LLM backend within Adyen's GPU cluster in Kubernetes.
">The ideal candidate will be responsible for building and interpreting algorithms that power data products at Adyen using Generative AI or NLP techniques.
">Your Responsibilities:
">- ">
- Develop end-to-end solutions from prompt engineering, few-shot learning, and fine-tuning self-hosted LLMs if needed.">
- Work on Natural Language Processing techniques and LLMs to tackle text classification, sentiment analysis, and summarization of Question-Answering retrieval.">
- Provide technical guidance and mentorship to other data scientists specialized in different domains.">
- Collaborate with cross-functional teams across Adyen to integrate LLM applications in different systems.">
- Evaluate efficient data preprocessing and ETL pipelines to create features that feed machine learning algorithms during training.">
- Set up experiments to adjust modeling decisions, perform exploratory analysis, tune hyperparameters, or validate hypothesis selection for the right metric set for each business problem.">
- Report metrics and monitor performance to keep stakeholders updated and ensure a smooth model deployment in production.">
- Iterate with merchants and product audiences, creating algorithms that power state-of-the-art machine learning-based solutions.">
About You:
">We are looking for a highly skilled Machine Learning or Data Scientist with 5+ years of professional experience.
">You should have proven experience developing, training, validating, benchmarking, and monitoring machine learning algorithms, particularly in the natural language processing domain.
">Extensive knowledge of machine learning algorithms, including a deep understanding of statistical modeling and Python development tooling and libraries: Pandas, Numpy, Scikit-learn, Pytest, PySpark, SQL, Airflow, and MLflow.
">Strong experience with machine learning frameworks such as Pytorch and HuggingFace Transformers.
">Familiarity with prompt engineering techniques and frameworks like LangChain, LlamaIndex, or DSpy.
">A good understanding of LLM models, including other components like VectorDBs and document loaders.
">Knowledge of version control systems (e.g., Git), C/CD, RESTful APIs, containerized applications (Docker), and microservices deployed in Kubernetes.
">You are an analytical thinker with a knack for understanding operational requirements and converting them into actionable ML solutions.
">A solid foundation in statistics and mathematics will serve you well in this role.
">What We Offer:
">We offer a competitive salary of €120,000 - €180,000 per year, depending on your experience and qualifications.
">We are an office-first company and value in-person collaboration; we do not offer remote-only roles.
">About Our Company:
">Adyen is an equal opportunity employer committed to diversity, equity, and inclusion.
">We encourage all qualified applicants to apply and look forward to your application.
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