Outreach - Seattle, WA
posted 4 months ago
As a Senior Machine Learning Engineer at Outreach Corporation, you will play a pivotal role in developing and refining machine learning systems. Your primary responsibility will be to program in languages such as Python, Go, Java, and C# to create and enhance tools and configurations that support our machine learning initiatives. You will be tasked with developing reliable and scalable code within a distributed production environment, ensuring that any bugs are promptly debugged and fixed as they arise. In this role, you will also be responsible for creating high-quality datasets that are essential for machine learning processes. This includes the preparation of training sets, test sets, and validation sets through various data pre-processing, post-processing, and feature transformation techniques. You will build comprehensive data pipelines for machine learning models, which encompass model training, evaluation, publishing, and inference pipelines. Additionally, you will apply your programming expertise to productize Natural Language Processing (NLP) and Natural Language Understanding (NLU) systems. This involves managing model registration, monitoring, versioning, and deployments to ensure that our machine learning models are effectively integrated into our products and services.