Machine Learning Engineer - Data Pipelines & Training Data

Articul8; Dublin; On-site; EUR 90,000 - 130,000; Full time

Job summary

Articul8 AI in Ireland is seeking machine learning engineers to join our team full-time. You will help build pipelines for data collection, extraction, filtering, synthetic data generation, and analysis to power domain-specific models end to end.

You will own data acquisition projects, collaborate with researchers and engineers, and ship new systems quickly, with a focus on rapid prototyping, data quality, and scalability across large-scale datasets and diverse sources.

Qualifications

• BS/MS/PhD in Computer Science or a related field.
• Proficiency in at least one deep learning framework, such as PyTorch.
• Experience in ML projects in text or vision, training models.
• Strong expertise in large stateful distributed systems and data processing.
• Strong proficiency in building large-scale data processing pipelines with distributed workloads (multiprocessing, Ray, Docker, Kubernetes).
• Proficiency in Python and writing clean, maintainable code.
• Excellent problem-solving and attention to data quality, handling anomalies and biases.

Responsibilities

• Design and develop data processing pipelines, including data extraction, data filtering, data labeling, etc.
• Implement machine learning models to improve the quality and diversity of data (e.g., quality classifier, document layout model, code verification model).
• Own and lead engineering projects in the area of data acquisition, including web crawling, data ingestion, and processing.
• Collaborate with our Applied Research, Technology, and Architecture teams to ensure smooth data flow and system operability.
• Develop and deploy highly scalable distributed systems capable of handling terabytes of data.
• Architect and implement algorithms for data indexing and search capabilities.
• Build and maintain backend services for data storage, including work with key-value databases and synchronization.
• Deploy solutions in a Kubernetes Infrastructure-as-Code environment and perform routine system checks.

Skills

PyTorch

Text/vision ML

Distributed systems

Data pipelines

Python

Data quality

GitHub contributions

Large datasets

Web crawling/tools

Custom data libs

Multilingual

Education

BS/MS/PhD in Computer Science or related field

Tools

Hadoop

Datasketch

Scrapy

Selenium

Ray

Docker

Kubernetes

Job description

Articul8 AI in Ireland is seeking machine learning engineers to join our team full-time. You will help build pipelines for data collection, extraction, filtering, synthetic data generation, and analysis to power domain-specific models end to end.

You will own data acquisition projects, collaborate with researchers and engineers, and ship new systems quickly, with a focus on rapid prototyping, data quality, and scalability across large-scale datasets and diverse sources.