Machine Learning and Software Development Specialist

4 days ago

Waterford, Waterford, Ireland beBeeDataScientist Full time €80,000 - €120,000
Data Scientist Role

Are you a data science expert looking for a challenging role that combines machine learning with software development? We have an exciting opportunity for a Data Scientist to join our Agentic and AI Engineering Tools team.

In this role, you will contribute directly to the rapidly growing AI/ML family of products. Your primary responsibility will be the investigation, evaluation, integration, and development of open source AI/ML systems and functionality to improve the overall development and operations of both downstream AI products and upstream open source AI projects.

The ideal candidate will have a proven background in delivering enterprise level AI/ML solutions. You will regularly participate in design reviews, contribute to the productization of major features, and support bug fixes.

This hybrid position reports directly to the Manager of Software Engineering and requires collaboration with various stakeholders, including Data Scientists, ML Engineers, Software Engineers, and Product Management.

  • Prepare structured and unstructured data for analysis, handling missing values and outliers effectively.

  • Design and train ML models using established frameworks and architectures.

  • Assist with building and integrating model serving solutions to accommodate different model architectures and accelerators.

  • Partner with cross-functional teams to identify and incorporate customer needs and goals.

  • Proactively utilize AI-assisted development tools for code generation, auto-completion, and intelligent suggestions to accelerate development cycles and enhance code quality.

  • Explore and experiment with emerging AI technologies relevant to software development, identifying opportunities to incorporate new AI capabilities into existing workflows and tooling.

To succeed in this role, you will need:

  • 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 Spark, Pandas, Feast, Airflow, NumPy.

  • Knowledgeable in various synthetic data generation approaches, including GANs, VAEs, or rule-based systems.

  • Experience writing unit tests for ML 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 machine learning models.

  • Knowledgeable in using predefined metrics to assess model accuracy and identify improvements.

  • Experience contributing to the deployment of machine learning 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 Skills:

  • Experience working with Kubernetes/OpenShift and containers.

  • Experience with AI and Machine Learning platforms, tools, and frameworks.

  • Experience with writing and publication of research papers.

  • Understanding of DevOps methodology, Scrum, and/or Jira.

  • Bachelor's degree or higher in Machine Learning (ML), Natural Language Processing (NLP) or related discipline, or equivalent years of experience.

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