Senior ML Engineer – Content and Contributor Intelligence
Job location
Remote – Ireland
Type
Full Time
Responsibilities:
Conduct end-to-end analyses, wrangling data via SQL or Python, to statistical modeling, to hypothesizing, and presenting business ideas.
Work with large and complex datasets.
Support the development and deployment of projects involving machine-learned models for offline, batch-based data products as well as models deployed to online, real-time services.
Work in the content and contributor intelligence team on text and visual understanding, along with fine-tuning transformer models to derive embeddings for multiple input types
Productionize and automate model pipelines within Python services.
Drive and advocate adoption of best practices in MLOps (Machine Learning Operations).
Requirements & Skills:
Experience developing and productionizing machine learning models, including their supported data pipeline.
Experience with machine learning using packages such as TensorFlow, PyTorch, Spark MLlib, XGBoost, Sklearn, etc.
Strong coding skills in Python or equivalent (Python, Java, and C++).
Solid understanding of engineering and infrastructure best practices.
The curiosity to uncover promising solutions to new problems, and the persistence to carry your ideas through to an end goal.
