2023-7001_Intelligent Document Processing Engineer - Mid
- Full-time
Company Description
AGSI was incorporated in April 2016. We are committed to supporting the goals of Arch divisions through exceptional service delivery. We pride ourselves on maintaining flexibility and responsiveness to adapt to business unit and industry demands while focusing on sound project management. We are dedicated to growing and developing our employees as we build strong teams with strategic leadership.
Job Description
Strategic Analytics is a growing team at Arch that has established itself as a driving force in the success of the business. We focus on implementing real-time analytic solutions that improve profitability and growth. To broaden our impact, we have expanded our focus to deliver business-driven intelligent data automation capabilities that combine data from external vendors with intelligent document processing (IDP) technologies. This includes working with artificial intelligence/machine learning, NLP, OCR, generative AI, and algorithmic-based solutions.
As a key member of the Strategic Analytics team, you will support the solution definition, build and implementation of IDP/AI opportunities across operations, claims, finance, and underwriting teams. You will apply the right mix of technologies across the underwriting and claims functions.
- Deliver automated document extraction and data enrichment solutions.
- Manipulate data using R or SQL Server; develop advanced ad hoc queries to investigate data anomalies and to summarize data for pattern detection
- Develop round-trip data flows that prepare data for IDP and format the results for analytical purposes
- Collaborate with experienced modelers to build predictive models and analytic solutions using Python or R; apply techniques such as NLP, decision trees, and clustering.
- Execute proof-of-concepts to evaluate the business value of internal tooling and external vendors/ data.
- 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
- Impact Analysis - awareness of how changes, including new or updated processes and automations will impact the business operations and customers.
Qualifications
Technical Skills Proficiency Level Required (R) /Optional (O)
Python, R, or equivalent stat software 4 R
IDP, RPA, GenAl 3 O
SQL 3 O
Knowledge of JavaScript & JSON 2 O
Excel 3 R
- A successful history of manipulating, processing and extracting value from datasets
- Ideally, 3+ years of experience in an engineering role or equivalent using Python
- Detail oriented with strong organizational skills
- Excellent critical thinking skills in order to tackle complex data challenges
- Comfortable working in a fast paced and highly collaborative global team
- Experience configuring & establishing automations utilizing IDP software solutions is a huge plus
- Experience identifying opportunities for improving business processes
- The ideal candidate will have experience working in the insurance industry
- Experience with OCR, NLP, and/or image analytics is a plus
- Experience with cloud technologies and is a plus
Additional Information
BS in Computer Science, Information Technology degree, Data Analytics or equivalent