Description
We are building an AI powered document search assistant for a large enterprise client in Japan. Project design documentation accumulated over roughly twenty years currently sits on an isolated file server with no search capability at all, which forces engineers to rely on subject matter experts to locate specifications manually. The solution migrates this content into SharePoint within the client internal network and delivers natural language search across it. Roughly half of the corpus is in legacy Excel format where critical information lives inside shapes, callouts and embedded screenshots rather than in cells, so the pipeline combines format conversion, drawing layer parsing and OCR before indexing. The architecture is built on Azure (Python-based processing, Azure AI Search, Azure AI Document Intelligence) with Google Cloud considered as an alternative track. The current stage is a Proof of Concept focused on two highest-risk areas, unstructured data extraction and incremental index updates, with production rollout to follow.
Requirements
- Possessing 4-6 years of dedicated professional experience in quality assurance and automation engineering, demonstrating a strong track record of successful project contributions.
- Demonstrated advanced proficiency in Quality Assurance methodologies and practices, ensuring high standards of software reliability and performance.
- Possessing intermediate hands-on experience in QA Automation, including the design, development, and maintenance of automated test suites.
- Strong working knowledge and intermediate-level experience with Python programming for scripting, test automation, and data analysis.
- A foundational understanding and beginner-level exposure to Artificial Intelligence concepts, with an eagerness to explore its applications in QA.
Preferred Skills:
- Familiarity with Microsoft Azure cloud services at a beginner level, particularly concerning its potential use in test environments or automation pipelines.
#LI-2KK #LI-Remote
Job responsibilities
- Define and own the evaluation framework for the PoC, including extraction accuracy and search relevance metrics
- Validate extraction of unstructured content from legacy Excel files, covering text inside shapes, callouts, and embedded images processed through OCR
- Verify that content survives format conversion without loss, comparing source documents against indexed output
- Test incremental index update logic, confirming that only changed and new files are reprocessed and that deletions propagate correctly
- Measure and report index update latency and delta correctness
- Design test cases for edge scenarios (corrupted legacy files, macro-heavy workbooks, scanned images with low quality, near duplicate and outdated documents)
- Build a ground truth dataset together with the client subject matter experts and use it to score natural language search results
- Perform integration and regression testing across the ingestion, extraction, and indexing pipeline
- Support client validation sessions and prepare evaluation results for stakeholder review
What we offer
Empowering Projects: With 500+ clients spanning diverse industries and domains, we provide an exciting opportunity to contribute to groundbreaking projects that leverage cutting-edge technologies. As a team, we engineer digital products that positively impact people’s lives.
Empowering Growth: We foster a culture of continuous learning and professional development. Our dedication is to provide timely and comprehensive assistance for every consultant through our dedicated Learning & Development team, ensuring their continuous growth and success.
DE&I Matters: At GlobalLogic, we deeply value and embrace diversity. We are dedicated to providing equal opportunities for all individuals, fostering an inclusive and empowering work environment.
Career Development: Our corporate culture places a strong emphasis on career development, offering abundant opportunities for growth. Regular interactions with our teams ensure their engagement, motivation, and recognition. We empower our team members to pursue their career goals with confidence and enthusiasm.
Comprehensive Benefits: In addition to equitable compensation, we provide a comprehensive benefits package that prioritizes the overall well-being of our consultants. We genuinely care about their health and strive to create a positive work environment.
Flexible Opportunities: At GlobalLogic, we prioritize work-life balance by offering flexible opportunities tailored to your lifestyle. Explore relocation and rotation options for diverse cultural and professional experiences in different countries with our company.
About GlobalLogic
GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward-thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.
