Yardi Systems - Oxnard, CA
posted about 2 months ago
Yardi is currently seeking a Machine Learning Engineer I (MLE1) to join our team, focusing on the end-to-end development of predictive models with an emphasis on Natural Language Processing (NLP) and Natural Language Understanding (NLU). As an MLE1, you will utilize tools like PyTorch, spaCy, and Pandas to build and optimize models within a production environment, enhancing our property management products. Your role will involve automating processes, improving productivity, and increasing customer satisfaction through advanced ML techniques. Key responsibilities include data handling, model development, statistical analysis, and system optimization for peak performance. In this position, you will develop and refine state-of-the-art Transformer based architectures and generative text models. You will research and implement solutions using large language models (LLMs) like Llama2 and GPT-3.5, manipulate and reshape extensive data sets for effective training, and collaborate with cross-functional teams to ensure the seamless integration of models. Additionally, you will integrate machine learning solutions with databases, including SQL Server and Redis, to ensure efficient data storage and retrieval. Analyzing and documenting reasons for test failures, revising and debugging assigned programs and procedures, and efficiently identifying and resolving issues that arise during the design, testing, and maintenance processes will also be part of your responsibilities. You will be expected to use corporate approved source control applications (e.g., Microsoft Team Foundation Server, Git) to maintain code changes, utilize CRM systems to track cases, defects, and resolutions, and adhere to department policies, procedures, and standards in the development and implementation of software.