AI Data Scientist

2 weeks ago

Waterford, Waterford, Ireland beBeeMachineLearning Full time €100,000 - €140,000
Artificial Intelligence Developer – Data Science Focus

  We are seeking an experienced Artificial Intelligence (AI) developer to join our team. In this role, you will contribute directly to the development and improvement of our rapidly growing AI family of products.


Key Responsibilities:
  • Prepare structured and unstructured data for analysis, including handling missing values and outliers.
  • Design and train AI 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 software engineers and product management to identify and incorporate customer needs and goals.
  • Proactively utilize AI-assisted development tools to accelerate development cycles and enhance code quality.
  • Explore and experiment with emerging AI technologies relevant to software development, proactively identifying opportunities to incorporate new AI capabilities into existing workflows.

Requirements:
  • 3+ years of experience as an AI developer or similar role.
  • Experience in 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.
  • Knowledgeable in various synthetic data generation approaches, such as GANs, VAEs, or rule-based systems.
  • Experience writing unit tests for AI models and associated components.
  • Knowledgeable with Jupyter notebooks and Python development.
  • Experience cleaning and preparing structured datasets for training and analysis.
  • Experience creating basic features to enhance data utility for AI models.
  • Knowledgeable in using predefined metrics to assess model accuracy and identify improvements.
  • Experience contributing to the deployment of AI models into test environments.
  • Experience documenting processes and maintaining records of datasets and models used.
  • Knowledgeable in understanding and implementing concepts outlined in research papers.
  • Ability to quickly learn and use new tools and technologies.

Nice to Have:
  • Experience working with Kubernetes/OpenShift and containers.
  • Experience with AI platforms, tools, and frameworks, such as PyTorch, LLaMA.cpp, vLLM, and Kubeflow.
  • Experience with writing and publication of research papers.
  • Understanding of DevOps methodology, Scrum, and/orJira.
  • Bachelor's degree or higher in AI or related discipline, or equivalent years of experience.

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