Senior Machine Learning Engineer

Join Rokt, a leading technology company, as a Senior Machine Learning Engineer. In this role, you will collaborate with product managers and engineers to frame machine learning problems and architect solutions for smart bidding, lookalike modeling, forecasting, and related tasks. You will build and productionize machine learning models, evaluate their performance, and contribute to maintaining the high quality of the code base. Additionally, you will stay updated on emerging tech and trends, prototype new modeling ideas, and conduct experiments. This position offers a hybrid work schedule, generous benefits, and opportunities for learning and development.

• Collaborer avec les chefs de produit et les autres ingénieurs pour comprendre les priorités commerciales et architecturer des solutions d'apprentissage automatique.
• Construire et mettre en production des modèles d'apprentissage automatique, y compris les pipelines de données spécifiques aux modèles.
• Évaluer les performances des modèles à l'aide de métriques hors ligne et surveiller les modèles déployés pour détecter les dérives.
• Experience with Kubeflow (or similar), TensorFlow, and a feature store in a production environment is a massive plus
• PhD or Master's in Computer Science, Statistics, Mathematics, or related field with specialization in ML, AI, or Information Retrieval (or equivalent experience)
• Bonus points if you are familiar with any of the following architectures or have experience with the models mentioned: DCNV2, MMOE, Deep & Wide, ESMM, xDeepFM, and GDCN
• Extensive knowledge in and experience with some of the following areas: Bayesian methods, recommender systems, multi-task modelling, meta-learning, click-through rate modelling or conversion rate modelling
• 3+ years of industry experience building production-grade machine learning systems, spanning model training, tuning, deployment, serving, and monitoring