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6 Days ago

Data Engineer

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Bangalore, Karnataka, India
Information Technology
Full-Time
Ensono

Overview

At Ensono, our Purpose is to be a relentless ally, disrupting the status quo and unleashing our clients to Do Great Things! We enable our clients to achieve key business outcomes that reshape how our world runs. As an expert technology adviser and managed service provider with cross-platform certifications, Ensono empowers our clients to keep up with continuous change and embrace innovation.

We can Do Great Things because we have great Associates. The Ensono Core Values unify our diverse talents and are woven into how we do business. These five traits are the key to achieving our purpose.

HONESTY, RELIABILITY, COLLABORATION, CURIOSITY, PASSION

At Ensono, we are evolving into a software-first Managed Services Provider—a place where AI, automation, and human expertise work together to deliver 10x productivity for our clients. Our Envision Operating System is the backbone of this transformation, orchestrating operations across mainframe, distributed, and cloud environments.

The Data Engineer plays a pivotal role in this vision. You won’t just be moving data from point A to point B—you’ll be designing the pipelines and platforms that power predictive services, anomaly detection, and intelligent automation. From ServiceNow tickets to mainframe telemetry, you’ll turn raw, messy signals into high-quality, AI/ML-ready datasets that fuel real-time insights and proactive operations.

This is not a back-office role—it’s a frontline enabler of transformation. The work you do directly impacts uptime, cost optimization, and the ability for Ensono to move from manual, reactive support to a zero-touch, predictive model.

We are looking for engineers who don’t just architect pipelines but get stuff done—builders who can deliver working solutions, iterate quickly, and collaborate with data scientists, ML engineers, and ops teams to make sure models don’t just run in notebooks but actually change how work gets done.

If you want to be part of the team that’s rewiring managed services for the AI era, this is your role.

What You Will Do:


  • Data Pipeline Development – Build, optimize, and maintain ELT/ETL pipelines that move, clean, and organize data from ServiceNow, mainframe, distributed, and cloud systems.
  • Integration with ServiceNow – Develop robust data extraction, transformation, and ingestion patterns tailored for operational data (incidents, alerts, changes, requests) to make it AI/ML-ready.
  • Data Infrastructure & Architecture – Design scalable data models, storage frameworks, and integration layers in Snowflake and other modern platforms.
  • Data Quality & Governance – Implement standards, monitoring, and validation frameworks to ensure clean, trustworthy data across all pipelines.
  • Collaboration with AI/ML Teams – Partner with Data Scientists, ML Engineers, and MLOps to deliver production-grade datasets powering predictive models, anomaly detection, and intelligent runbooks.
  • Automation & Optimization – Identify opportunities to streamline data workflows, reduce manual intervention, and lower costs while improving reliability.
  • Cross-functional Enablement – Work with Finance, Procurement, Cloud Ops, Mainframe Ops, and Service Operations teams to ensure data is aligned to high-value business outcomes.


We want all new Associates to succeed in their roles at Ensono. That's why we've outlined the job requirements below. To be considered for this role, it's important that you meet all Required Qualifications. If you do not meet all of the Preferred Qualifications, we still encourage you to apply.  

Required Skills & Experience


  • Strong SQL & Data Modeling skills.
  • Expertise in ELT/ETL pipeline development and orchestration.
  • Python (must-have) plus at least one of Java, Scala, or C++.
  • Hands-on experience with Snowflake or equivalent cloud data warehouse platforms.
  • Proven experience extracting, transforming, and operationalizing data from ServiceNow and common monitoring platforms / other enterprise systems (Workday, Concur, etc).
  • Familiarity with observability tooling and distributed data systems.
  • Knowledge of enterprise data governance, compliance, and lineage.
  • 4+ years of experience preferred.
  • Bonus: experience working directly with AI/ML feature pipelines.


Mindset & Values


  • Get Stuff Done – You’re biased toward execution and results, not endless design cycles.
  • Business Impact Driven – You build pipelines that move the needle on uptime, cost reduction, and predictive operations.
  • Collaborative Partner – You thrive in a cross-functional environment, sitting at the intersection of Ops, AI/ML, and business stakeholders.
  • Continuous Learner – Always looking for ways to apply new tools and technologies to accelerate delivery.


Success Looks Like


  • Reliable pipelines that pull ServiceNow data into Snowflake for real-time incident prediction.
  • Faster transition of AI/ML proof of concepts into production pipelines.
  • Demonstrated cost savings through automated workload optimization and capacity forecasting.
  • Enabling predictive services to scale seamlessly across mainframe, distributed, and cloud environments.


Why Ensono?

Ensono is a place where we unleash Associates to Do Great Things – for our clients and for your career. This could mean achieving a professional goal, collaborating with your team on an innovative idea, learning a new skill, reaching a wellness milestone, or engaging in your community through volunteer programs. Whatever it means to you, we want Ensono to be the place where you can do great things.

We value flexibility and work-life balance. Positions that are not required to be onsite to support a client may offer the ability to work remotely or hybrid at an Ensono office location.
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