Data Specialist

Gresham; Bengaluru; On-site; INR 800,000 - 1,400,000; Full time

Job summary

Gresham in Bengaluru seeks a Technical Data Implementation Analyst to transform raw client data into standardized formats for downstream systems. You will configure database environments, manage source mappings, and oversee onboarding projects for new clients.

You will monitor data flows, validate mappings, and collaborate with Data Acquisition, Development, and Client Services to ensure accurate, timely and auditable data delivery. Strong problem solving and documentation are essential.

Qualifications

• Strong analytical skills to interpret and transform financial or operational data.
• Experience with data mapping and schema definitions.
• Familiarity with file formats CSV, XML, JSON, SWIFT or FIX.
• Ability to manage multiple client implementations simultaneously.
• Excellent documentation habits with strong attention to detail.
• Effective communication with technical and business teams.

Responsibilities

• Configure database environments to ingest, normalize, and distribute client data.
• Map data formats from sources into standardized schemas for systems.
• Maintain mappings and transformation logic to support workflows.
• Review and validate normalized data for accuracy and consistency.
• Lead data normalization workstreams for new client implementations.
• Collaborate with project managers to meet timelines and onboarding quality.
• Monitor data processing throughput and troubleshoot issues.

Skills

Data mapping

SQL databases

Analytical thinking

Documentation

Communication

Project coordination

Attention to detail

Tools

CSV

XML

JSON

SWIFT

FIX

Job description

Gresham is a global financial services technology company specialising in enterprise data automation. We help financial institutions ensure that their operational, regulatory and management data is complete, accurate, timely and fully auditable - particularly within complex environments where data is distributed across multiple systems.

Our solutions automate data controls, reconciliations, workflows and exception management, enabling clients to reduce operational risk, strengthen data governance and enhance confidence in reporting across highly regulated environments. Serving both buy-side and sell-side organisations worldwide, Gresham partners with clients to deliver trusted, transparent and resilient data operations.

Job Purpose

The Technical Data Implementation Analyst plays a critical role in transforming raw incoming data into standardized formats required for downstream system consumption. This team ensures that each client’s data is properly configured, normalized, tested, and delivered consistently and accurately. In this role, you will configure database environments, manage source mappings, and oversee client implementation projects-a setup and mapping of all inbound and outbound files. You will monitor database health and job processing, ensuring optimal performance as the number of clients and feeds continues to grow.

This position is ideal for someone who enjoys working with data structures, solving mapping challenges, and managing the technical onboarding lifecycle for new clients.

Job Responsibilities

• Configure database environments to ingest, normalize, and distribute client data.
• Map data formats from various sources into standardized schemas required for internal or client facing systems.-facing systems.
• Maintain mappings and transformation logic to support reconciliation and other downstream workflows.
• Review and validate normalized data to ensure accuracy, completeness, and consistency.

Implementation Project Management

• Lead the data normalization workstream for new client implementations, including requirements gathering, mapping, configuration, and testing.
• Partner with project managers to execute against project timelines and deliver high-quality onboarding experiences. Quality onboarding experiences.
• Set up new data sources, file specifications, and internal system profiles as part of onboarding and ongoing maintenance.

Database Health & Operational Support

• Monitor database performance, job health, and data processing throughput.
• Identify and troubleshoot issues related to data ingestion, normalization, or distribution.
• Work with Development and Engineering to optimize performance, scale processing, and enhance automation.

Source Profile & Library Management

• Maintain detailed source profiles to ensure clear documentation of attributes, layouts, and nuances for each data feed.
• Update internal data source libraries as new feeds are onboarded or formats change.

Cross-Functional Collaboration

• Collaborate closely with Data Acquisition, Development, Client Services, and Reconciliation teams to ensure data flows smoothly end-to-end.
• Support internal and client testing (UAT and production cutover).
• Participate in process improvement initiatives to enhance quality, reliability, and scalability.

Job Requirements

• Strong analytical skills and the ability to interpret and transform structured financial or operational data.
• Experience with data mapping, file formats (CSV, XML, JSON, SWIFT, FIX, etc.), and schema definitions.
• Comfort working with databases (preferably SQL) and understanding data relationships.
• Ability to manage multiple client implementations and data mapping tasks simultaneously.
• Excellent documentation habits with strong attention to detail.
• Effective communication skills- both technical and business oriented.-oriented.
• Familiarity with reconciliation workflows or middle/back-office operations and office operations is a plus.
• Highly organized, with the ability to juggle competing priorities and deadlines.
• Strong ownership mindset; sees tasks through from requirement-gathering to delivery.
• Curious and eager to understand how data flows across systems.
• Calm and methodical when troubleshooting complex data issues.
• Collaborative and comfortable working with technical teams.

At Gresham, we are committed to building a diverse and inclusive workforce that reflects the communities we serve. We actively encourage applications from individuals of all backgrounds and are dedicated to providing a workplace where everyone feels valued, respected and supported.

We make employment decisions based on merit, skills and potential, and do not discriminate based on any protected characteristic. We are also committed to making reasonable adjustments throughout the recruitment process and employment lifecycle.