Data Scientist - AI, IDP & NLP Automation

McNeil & Co.; Metro Manila; On-site; PHP 960,000 - 1,440,000; Full time

Job summary

Arch Capital Group Ltd. is seeking a Strategic Analytics professional to design and implement IDP and AI solutions across claims.

You will prepare data for processing, transform outputs into structured datasets, and contribute to automated document extraction and data enrichment workflows. You will collaborate with business stakeholders, engineers, and data scientists to translate business problems into technical solutions, leveraging Python, SQL, and cloud technologies.

Qualifications

• Experience in manipulating, processing and extracting value from datasets.
• Exposure to data science, software development, engineering or equivalent.
• Detail-oriented with strong organizational skills.
• Strong critical thinking skills to tackle complex data challenges.
• Strong communication skills that convey statistical and business impact, proactively surface issues.
• Comfortable working in a fast-paced and highly collaborative global team.
• Experience in Python, SQL, and Git.

Responsibilities

• Collaborate with business customers and engineers to translate business problems into technical solutions and deliver automated document extraction and data enrichment solutions.
• Manipulate data using Python and SQL Server; develop ad hoc queries to investigate data anomalies and to summarize data for pattern detection.
• Manually label and validate training datasets.
• Under supervision use AI technologies such as natural language processing to extract business data from unstructured and semi-structured sources (e.g., loss history reports, insurance applications, claim files, application scraping using OCR/ generative AI, etc.).
• Create technical documentation to archive end-to-end processes.
• Implement evaluation frameworks using precision, recall, F1 scores, accuracy, and operational metrics
• Build solutions to monitor and continuously evaluate performance of implemented solutions.
• Collaborate with experienced modelers to build predictive models and analytic solutions; apply machine learning techniques such as decision trees and clustering.

Skills

Data manipulation

Data science exposure

Detail-oriented

Critical thinking

Communication skills

Collaborative teamwork

Python/SQL/Git

Education

Bachelor’s degree in data science / analytics / statistics / actuarial science / mathematics / engineering

Tools

OCR

NLP

Cloud platforms

IDP software

Job description

Arch Capital Group Ltd. is seeking a Strategic Analytics professional to design and implement IDP and AI solutions across claims.

You will prepare data for processing, transform outputs into structured datasets, and contribute to automated document extraction and data enrichment workflows. You will collaborate with business stakeholders, engineers, and data scientists to translate business problems into technical solutions, leveraging Python, SQL, and cloud technologies.