Python Developer

The main purpose of this role is to advance the application of business intelligence, advanced data analytics, and machine learning for Marcel. The role involves working with other data scientists, engineers, and product owners to ensure the delivery of all commitments on time and in high quality. Responsibilities: Develop and maintain robust Python-based backend services and RESTful APIs to support machine learning models in production. Deploy and manage containerized applications using Docker and orchestrate them using Azure Kubernetes Service (AKS). Implement and manage ML pipelines using MLflow for model tracking, reproducibility, and deployment. Design, schedule, and maintain automated workflows using Apache Airflow to orchestrate data and ML pipelines. Collaborate with Data Scientists to productize NLP models, with a focus on language models, embeddings, and text preprocessing techniques (e.g., tokenization, lemmatization, vectorization). Ensure high code quality and version control using Git; manage CI / CD pipelines for reliable deployment. Handle unstructured text data and build scalable backend infrastructure for inference and retraining workflows. Participate in system design and architecture reviews for scalable and maintainable machine learning services. Proactively monitor, debug, and optimize ML applications in production environments. Communicate technical solutions and project status clearly to team leads and product stakeholders.

Resources is the backbone of Publicis Groupe, the world's third-largest communications group. Formed in 1998 as a small team to service a few Publicis Groupe firms, Re : Sources has grown to 5,000+ people servicing a global network of prestigious advertising, public relations, media, healthcare, and digital marketing agencies. We provide technology solutions and business services including finance, accounting, legal, benefits, procurement, tax, real estate, treasury, and risk management to help Publicis Groupe agencies do their best : create and innovate for their clients. In addition to providing essential, everyday services to our agencies, Re : Sources develops and implements platforms, applications, and tools to enhance productivity, encourage collaboration, and enable professional and personal development. We continually transform to keep pace with our ever-changing communications industry and thrive on a spirit of innovation felt around the globe. With our support, Publicis Groupe agencies continue to create and deliver award-winning campaigns for their clients.