Specialist - Business Analysis
Larsen & Toubro Infotech Ltd (LTI)Job Description
Specialist - Business Analysis
- Strategic Analysis and Solution Definition
- Understand complex business objectives and proactively identify data quality issues.
- Independently execute advanced SQL queries in BigQuery to diagnose anomalies and validate logic without dependency on Data Engineers.
- Identify, analyze, and perform feasibility studies on functionalities requiring granular solutions or improvements to existing functionalities.
- Assess factors such as the impact of data volume on performance.
- Review functional requirements and create mappings between business requirements and data fields.
- Leverage the full potential of underlying data, such as mapping data to heatmaps based on defined distance radii.
- Requirements Elicitation and Documentation
- Analyze existing business requirements, data flows, and processes.
- Document functionalities and identify current data gaps.
- Define and document calculation logic for critical business metrics, including Scarcity, Job Vacancy Rate, Market Tightness, and Time-to-Fill/Cost-per-Hire.
- Create detailed mapping specifications to support the accurate creation of bronze, silver, and gold data layers.
- Translate complex business needs into clear, actionable functional and non-functional requirements.
- Document requirements as Epics and detailed User Stories with robust acceptance criteria.
- Collaboration and Alignment
- Define data quality standards and establish key data health KPIs, including Data Completeness Score, Data Accuracy Rate, and Data Freshness.
- Trace data anomalies to their source, including ATS and market inputs.
- Develop requirements to prevent data corruption at the point of entry.
- Collaborate closely with Product Owners and global markets.
- Explain complex data quality issues to business stakeholders in non-technical terms and drive market-level improvements.
- Hands-on experience as a Business Analyst with a data specialization, demonstrating strong analytical and documentation skills.
- Demonstrated expertise in writing complex queries in BigQuery to independently validate data, debug issues, and support decision-making without technical assistance.
- Proven ability to work with technical and non-technical teams to analyze complex data-driven business problems and recommend actionable solutions.
- Experience designing and optimizing data workflows and data management processes using modeling or mapping tools.
- Strong experience writing Epics and User Stories, including acceptance criteria, to communicate functional and non-functional requirements effectively.
- Experience creating and maintaining data-related documentation, including data dictionaries, BRDs, and data mapping specifications.
- Working experience with GCP resources, particularly BigQuery, including hands-on querying.
- Bachelor’s degree (3–4 years) in Computer Science, Business Analytics, Data Science, Information Systems, or a related field. Equivalent experience may be substituted.
- Understanding of skills ontologies, matching logic, recruitment KPIs (e.g., Match Quality), and the operational distinctions between RPO/MSP and Staffing models.
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