Artificial Intelligence and Machine Learning Engineer
2 days ago
We are seeking a skilled Machine Learning Engineer to join our team. This is an exciting opportunity to contribute directly to the development and operations of our AI/ML family of products.
The ideal candidate will have a proven background in delivering enterprise-level AI/ML solutions, with expertise in designing and training ML models using established frameworks and architectures.
This role requires collaboration with cross-functional teams, including Data Scientists, ML Engineers, Software Engineers, and Product Management, to identify and incorporate customer needs and goals into product development.
Responsibilities:
- Prepare structured and unstructured data for analysis, including handling missing values and outliers.
- Design and train ML models using established frameworks and architectures.
- Assist with building and integrating model serving solutions to accommodate a variety of model architectures and accelerators.
- Partner with Data Scientists, ML Engineers, Software Engineers, and Product Management to identify and incorporate customer needs and goals.
Requirements:
- 3+ years of experience as a Machine Learning Engineer or similar role.
- Experience in ML and AI, or other deep learning-related independent project work with evidence of completion.
- Experience with data ingestion or processing tools and frameworks, such as Dask, Spark, Pandas, Feast, Airflow, NumPy.
- Experience writing unit tests for ML models and associated components.
- Knowledgeable with Jupyter notebooks and Python development.
About Us
We are a leading provider of enterprise open source software solutions, using a community-powered approach to deliver high-performing technologies. We are committed to innovation and collaboration, with a culture that welcomes diverse perspectives and encourages open communication.
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