Company Overview

Milestone Technologies is a global IT managed services firm that partners with organizations to scale their technology, infrastructure and services to drive specific business outcomes such as digital transformation, innovation, and operational agility. Milestone is focused on building an employee-first, performance-based culture and for over 25 years, we have a demonstrated history of supporting category-defining enterprise clients that are growing ahead of the market. The company specializes in providing solutions across Application Services and Consulting, Digital Product Engineering, Digital Workplace Services, Private Cloud Services, AI/Automation, and ServiceNow.

Milestone culture is built to provide a collaborative, inclusive environment that supports employees and empowers them to reach their full potential.

Our seasoned professionals deliver services based on Milestone’s best practices and service delivery framework. By leveraging our vast knowledge base to execute initiatives, we deliver both short-term and long-term value to our clients and apply continuous service improvement to deliver transformational benefits to IT.

With Intelligent

Automation, Milestone helps businesses further accelerate their IT transformation. The result is a sharper focus on business objectives and a dramatic improvement in employee productivity. Through our key technology partnerships and our people-first approach, Milestone continues to deliver industry-leading innovation to our clients. With more than 3,000 employees serving over 200 companies worldwide, we are following our mission of revolutionizing the way IT is deployed.

Job Overview

About the Role

We are seeking a highly motivated and technically strong Senior Data Engineer to support enterprise-scale data migration, data engineering, and data transformation initiatives for our next-generation Salesforce-powered Conversational Agentic ITSM Platform.

This role is ideal for professionals who enjoy solving complex data challenges, building scalable data pipelines, and driving successful migration programs. You will work closely with Salesforce Leads, Architects, Integration Developers, Business Analysts, and Quality Analysts to ensure accurate, secure, and high-quality movement of data from legacy platforms into Salesforce and Enterprise Service Management solutions.

You will play a critical role in enabling Agentforce, AI-driven automation, analytics, CMDB, IT Asset Management, and Enterprise Service Management capabilities through robust data engineering practices.

Key Responsibilities

Data Engineering &

- Migration

- Design, develop, and support data migration solutions for Salesforce transformation programs.
- Build and maintain ETL/ELT pipelines supporting migration, integration, and data synchronization initiatives.
- Perform data extraction, transformation, cleansing, enrichment, and validation activities.
- Develop reusable migration frameworks, reconciliation processes, and automation utilities.
- Support migration planning, mock migrations, cutover activities, and production deployment activities.
- Troubleshoot and resolve data migration and quality issues.

Salesforce &

- ITSM Data Enablement

- Support migration and transformation of:
- Incident Records
- Service Requests
- Change Records
- Problem Records
- Knowledge Articles
- CMDB Data
- IT Asset Management Data
- User and Organizational Data
- Service Catalog Data

- Ensure alignment between source systems and Salesforce data structures.
- Support business reporting, analytics, automation, and service management processes through high-quality data delivery.





Data Quality &

- Governance

- Perform data profiling, cleansing, validation, and reconciliation activities.
- Support implementation of data governance and quality frameworks.
- Define and monitor data quality metrics and migration success criteria.
- Ensure compliance with security, privacy, and regulatory requirements.
- Support root cause analysis and issue resolution activities.

Collaboration &

- Delivery

- Work closely with Lead Data Engineers, Architects, Salesforce Developers, Integration Teams, and Business Analysts.
- Support solution estimation, sprint planning, and Agile delivery processes.
- Participate in data design reviews and architecture discussions.
- Contribute to project documentation, migration runbooks, and operational procedures.

AI &

- Innovation

- Support data foundations for Agentforce, Data Cloud, AI-powered service experiences, and intelligent automation initiatives.
- Contribute to automation opportunities across migration and validation processes.
- Stay current with emerging data engineering technologies and best practices.

Required Qualifications

Must Have

- 5–7 years of overall IT experience.
- Minimum 3+ years of experience in Data Engineering or Data Migration projects.
- Experience supporting Salesforce implementations or enterprise transformation programs.
- Strong understanding of data migration, ETL/ELT processes, and data quality practices.
- Experience working with large datasets and enterprise data environments.
- Strong analytical and problem-solving skills.
- Experience working in Agile and Scrum-based delivery environments.

Technical Expertise

- SQL
- Python
- ETL/ELT Frameworks
- Data Modeling
- Data Warehousing Concepts
- Data Quality &
- Validation
- Data Mapping &
- Transformation
- Azure Data Factory
- Databricks
- Snowflake
- Informatica
- Talend
- SSIS

Salesforce Knowledge

Working Knowledge Of

- Salesforce Data Model
- Salesforce Service Cloud
- Salesforce Experience Cloud
- Salesforce Reporting &
- Analytics
- Salesforce Data Migration Approaches
- Agentforce Fundamentals
- Salesforce ITSM Solutions

Preferred Qualifications

- Experience supporting Enterprise Service Management (ESM) or ITSM implementations.
- Exposure to CMDB and IT Asset Management data migration initiatives.
- Experience working with cloud-based data platforms.
- Familiarity with Data Governance and Master Data Management concepts.
- Experience supporting Digital Transformation programs.

Certifications

- Salesforce Data Cloud Certification (Preferred)
- Azure Data Engineer Associate
- Databricks Data Engineer Certification
- Snowflake Certification
- Informatica Certification

Added Advantage

- Experience with Agentforce or AI-powered service platforms.
- Exposure to Data Cloud implementations.
- Knowledge of Enterprise Service Management and ITIL frameworks.
- Experience supporting enterprise analytics and reporting initiatives.

What We Are Looking For We are seeking professionals who:

- Enjoy solving complex data migration and transformation challenges.
- Have strong technical and analytical capabilities.
- Take ownership of data quality and delivery outcomes.
- Collaborate effectively with technical and business teams.




- Are passionate about Salesforce, Data Engineering, AI, and Enterprise Service Management.
- Thrive in fast-paced environments focused on innovation and continuous improvement.

Why Join Us?

- Work on strategic Salesforce-powered Conversational Agentic ITSM and Enterprise Service Management initiatives.
- Gain exposure to Agentforce, Data Cloud, AI, Databricks, Snowflake, and enterprise-scale data platforms.
- Collaborate with experienced architects, engineers, and transformation leaders.
- Build expertise in data migration, governance, analytics, and enterprise data engineering.
- Accelerate your technical growth through hands-on learning and certification opportunities.
- Join a rapidly growing organization that values innovation, customer success, and engineering excellence.
- Enjoy a versatile hybrid work model across Kochi, Bangalore, and Hyderabad.

Join Us If you are a passionate Senior Data Engineer who enjoys building scalable data solutions, solving migration challenges, and enabling enterprise transformation through reliable data foundations, we would love to hear from you. Join us in building the future of AI-powered Enterprise Service Management and Conversational Agentic Platforms, helping organizations unlock the value of trusted and connected data.

Compensation

Estimated Pay Range

Exact compensation and offers of employment are dependent on circumstances of each case and will be determined based on job-related knowledge, skills, experience, licenses or certifications, and location.

Our Commitment to Diversity &

- Inclusion

At Milestone we strive to create a workplace that reflects the communities we serve and work with, where we all feel empowered to bring our full, authentic selves to work. We know creating a diverse and inclusive culture that champions equity and belonging is not only the right thing to do for our employees but is also critical to our continued success.

Milestone Technologies provides equal employment opportunity for all applicants and employees. All qualified applicants will receive consideration for employment and will not be discriminated against on the basis of race, color, religion, gender, gender identity, marital status, age, disability, veteran status, sexual orientation, national origin, or any other category protected by applicable federal and state law, or local ordinance. Milestone also makes reasonable accommodations for disabled applicants and employees.

We welcome the unique background, culture, experiences, knowledge, innovation, self-expression and perspectives you can bring to our global community. Our recruitment team is looking forward to meeting you.

Notice to Job Seekers Regarding Impersonation and Fraudulent Job Offers

It has come to our attention that unauthorized individuals and entities are impersonating Milestone Technologies, Inc. on various job boards/portals, specifically Naukri.com and Linkedin.com

Please be advised of the following official Milestone Technologies recruitment policies:

Official Communication Channels

All legitimate email communications from our recruitment team will originate ONLY from the domains: @milestone.tech. We do not use generic email services (e.g. @gmail.com, @yahoo.com, @outlook.com) or unofficial third party messaging apps to conduct formal business.

No Recruitment Fees

Milestone Technologies never requests any form of payment, "security deposit", "laptop/equipment fee", or "processing fee" at any stage of the recruitment or onboarding process. Any request for money in exchange for an interview or job offer is a scam.

📌 Senior Data Engineer (Kochi)
🏢 Milestone Technologies
📍 Kochi