Specialist - Business Analysis
About this role
Role Name: Business Analyst – Data Specialization
Experience Range: 5–9 Years
Location: Pan India
Working Hours: Usually 12:30 PM to 8:30 PM IST
Must-Have Skills
Candidates must meet or exceed the required skills and experience outlined below.
Business Analyst – Data Specialization
Role Summary
The Business Analyst – Data Specialization serves as the critical link between business needs, data quality, and technical execution. This role requires a deep understanding of business objectives to drive system improvements while acting as a hands-on guardian of data health. The primary focus is on analyzing operational resources, independently validating data through SQL, and translating complex data quality challenges into clear narratives for business stakeholders.
This role will be part of a product team specializing in labor market insights and research to support clients’ staffing needs.
Responsibilities
-
Strategic Analysis and Solution Definition
Business Problem & Data Quality Analysis
-
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.
Alternative Solutions
-
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.
Data Mapping & Business Logic
-
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
Functional Documentation
-
Analyze existing business requirements, data flows, and processes.
-
Document functionalities and identify current data gaps.
Logic Definition for Advanced Metrics
-
Define and document calculation logic for critical business metrics, including Scarcity, Job Vacancy Rate, Market Tightness, and Time-to-Fill/Cost-per-Hire.
Data Mapping for Data Layers
-
Create detailed mapping specifications to support the accurate creation of bronze, silver, and gold data layers.
User Story Development
-
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
Data Quality Management
-
Define data quality standards and establish key data health KPIs, including Data Completeness Score, Data Accuracy Rate, and Data Freshness.
Root Cause Prevention
-
Trace data anomalies to their source, including ATS and market inputs.
-
Develop requirements to prevent data corruption at the point of entry.
Stakeholder Partnership & Education
-
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.
Qualifications
Candidates must meet or exceed the following required skills and experience:
Data Specialization
-
Hands-on experience as a Business Analyst with a data specialization, demonstrating strong analytical and documentation skills.
Advanced SQL Proficiency
-
Demonstrated expertise in writing complex queries in BigQuery to independently validate data, debug issues, and support decision-making without technical assistance.
Cross-Functional Collaboration
-
Proven ability to work with technical and non-technical teams to analyze complex data-driven business problems and recommend actionable solutions.
Data Workflow Optimization
-
Experience designing and optimizing data workflows and data management processes using modeling or mapping tools.
Agile Documentation
-
Strong experience writing Epics and User Stories, including acceptance criteria, to communicate functional and non-functional requirements effectively.
Data Documentation
-
Experience creating and maintaining data-related documentation, including data dictionaries, BRDs, and data mapping specifications.
Preferred Requirements
The following skills and experience are preferred:
GCP Experience
-
Working experience with GCP resources, particularly BigQuery, including hands-on querying.
Education
-
Bachelor’s degree (3–4 years) in Computer Science, Business Analytics, Data Science, Information Systems, or a related field. Equivalent experience may be substituted.
Talent Intelligence Domain
-
Understanding of skills ontologies, matching logic, recruitment KPIs (e.g., Match Quality), and the operational distinctions between RPO/MSP and Staffing models.
Skills
Mandatory Skills : BFS - Data Analysis
Frequently Asked Questions
Is the salary disclosed for the Specialist - Business Analysis position at LTM?
The salary for this Specialist - Business Analysis role at LTM is not publicly listed. Click "Apply Now" to learn more about the compensation package on their official careers page.
Where is the Specialist - Business Analysis position at LTM located?
This Specialist - Business Analysis role at LTM is based in Hyderabad. The position is listed as on-site or hybrid. Check the full job description or apply directly to confirm the work arrangement.
Is the Specialist - Business Analysis role at LTM full-time or part-time?
This is listed as a Regular position. It is posted as a Specialist - Business Analysis role at LTM.
How do I apply for the Specialist - Business Analysis position at LTM?
Click the "Apply Now" button on this page. You will be redirected to LTM's official application portal hosted on ripplehire where you can submit your application directly.
When was the Specialist - Business Analysis job at LTM posted?
This Specialist - Business Analysis position at LTM was posted on Aug 14, 2026. Apply as soon as possible — early applications are often reviewed first.
Specialist - Business Analysis
LTM
You'll be redirected to LTM's official application page on ripplehire.