25 days ago
Dublin, IrelandSenior
Responsibilities
- Lead efforts to apply existing AI models and frameworks to complex business challenges.
- Design and implement multi-agent reason-and-act orchestration loops that decompose goals into actionable subtasks.
- Build a versioned prompt registry for model-agnostic routing and A/B testing of system prompts.
- Engineer PII redaction privacy protections and hallucination verification for AI-generated actions.
- Complete the machine learning lifecycle, including modeling, training, tuning, validation, deployment, and service maintenance.
- Perform data analysis, feature engineering, model evaluation, and algorithm development.
- Develop production-grade systems from local prototypes through global cloud deployment.
- Apply data privacy and security protocols and communicate technical designs, processes, and best practices to stakeholders.
- Lead projects and collaborate with cross-functional teams to translate requirements into AI and data science solutions.
Requirements
- Bachelor's degree in Computer Science, Engineering, Mathematics, Applied Sciences, or a related field is required; a master's degree or PhD is preferred.
- Strong programming skills in Golang, Python, Java, or C++, with hands-on experience in relevant AI and machine learning frameworks.
- Proven experience building multi-agent systems and adaptive orchestration frameworks.
- Deep knowledge of jailbreak detection, including tools such as LlamaGuard, and PII masking techniques for regulated environments.
- In-depth knowledge of current machine learning algorithms, AI technologies, and platforms, including LLMs, time series, RAG, fine-tuning, and traditional machine learning models.
- Experience with data preprocessing, feature engineering, and model evaluation techniques.
- Familiarity with AWS, Azure, or Google Cloud and with Docker or Kubernetes is a plus.
- Knowledge of software development best practices, version control systems, and agile methodologies.
- Strong problem-solving, communication, collaboration, and technical documentation skills.
- Automotive industry experience is highly desirable.
Benefits
- Hybrid work arrangement based in the Dublin, Ireland office, with three days per week expected in the office.
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