Advanced Machine Learning Developer

7 days ago


Dublin, Dublin City, Ireland Workday, Inc. Full time

At Workday, Inc., we're revolutionizing the way millions of people work with innovative enterprise cloud applications for finance and human resources.

We're seeking a highly skilled Senior Machine Learning Engineer to join our team and contribute to the development of cutting-edge machine learning solutions.

The ideal candidate will have extensive experience in building scalable machine learning systems using industry-standard tools and technologies such as AWS, SQL, Elasticsearch/Open Search, Kubernetes, Docker, and Spark.

Responsibilities will include designing and executing platform technology that enables advanced ML models, algorithms, and frameworks, as well as developing data pipeline tools to preprocess and clean large amounts of unstructured text data.

The successful candidate will also be responsible for platformizing feature engineering from textual data to facilitate accurate model predictions and classification, and applying machine learning techniques to analyze large sets of HR-related text data.

Key Responsibilities:
  • Own exploration, design, and execution of platform technology that enables advanced ML models, algorithms, and frameworks that deliver value to our users.
  • Build data pipeline tools to preprocess and clean large amounts of unstructured text data to ensure quality and consistency for Natural Language Processing (NLP) and other ML model training.
  • Platformize feature engineering from textual data to facilitate accurate model predictions and classification.
  • Apply machine learning techniques including Large Language Models (LLMs), deep learning, including generative models, natural language understanding, sentiment analysis, topic modeling, and named entity recognition to analyze large sets of HR-related text data.


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