AI/Machine Learning Engineer

This is a fully remote position, open to applicants in Ireland.

📋 Description

• Designing, training, fine-tuning, and deploying ML models on our data to derive insights for critical queries.

• Incorporating and sustaining these models within our software offerings.

• Evaluating model inference results to monitor performance decline over time.

• Creating feedback systems with end users to perpetually enhance model efficacy.

• Innovating and integrating new analytical algorithms to process extensive datasets.

• Advising our teams on optimal, ethical, and values-driven applications of AI/ML.

⛳️ Requirements

• 3-5 years of experience in data analysis within a commercial setting.

• Proficient in fine-tuning and training machine learning models, along with integrating machine learning/AI into software products.

• Familiarity with NLP and classification methodologies.

• Practical experience with ML frameworks such as PyTorch, Hugging Face Transformers, or scikit-learn.

• Knowledge and experience in model evaluation techniques, calibration, and performance metrics.

• Strong proficiency in Python.

• In-depth understanding of large-scale data management, processing, and analysis.

• Comfortable working with diverse data management and storage systems, including relational (e.g., MySQL, Athena) and file-based (e.g., parquet) systems.

• Solid data architecture and modeling expertise.

• Good grasp of contemporary engineering practices, including DevOps, CI/CD development, and source code management.

• Experience with cloud infrastructure, preferably AWS and GCP.

• Quick learner across both technical and business domains.

• Ability to comprehend complex data sets.

• Resilient and open-minded in uncertain situations, capable of tackling challenges from various angles.

• Skilled in conveying complex technical concepts to non-specialist audiences.

• Exceptional problem-solving abilities, with a talent for collaborating effectively within cross-functional teams.

• Experience in a high-trust culture where ideas can be shared openly, and the team makes outcome-oriented decisions collectively for the mission's benefit.

• Candidates must be eligible to work in Ireland and will be subject to relevant security clearance processes as required by clients.

🏝️ Benefits

• 30 days of paid annual leave, in addition to public holidays.

• Dental and Vision benefits package.

• Comprehensive private healthcare coverage, including partners and children.

• Employee Assistance Programme offering access to mental health resources.

• Generous parental leave policies: 26 weeks of paid maternity leave and 8 weeks of paid paternity leave.

• All permanent employees receive share options upon hiring.