Principal Data Engineer

HG Insights; Maharashtra; On-site; INR 4,000,000 - 6,500,000; Full time

Benefits offered by this job

Healthcare coverage

Wellness reimbursement

Learning reimbursement

Stock options

Career development

Job summary

HG Insights seeks a senior data platform engineer to own the end-to-end data platform architecture, transforming raw signals into reliable customer-ready datasets. You will oversee the transformation stack, matching, and internal tools used by analysts, across Pune, with collaboration across global sites.

You will drive quality, scalability, and maintainability—ensuring explainable match decisions, cost-aware design, and robust CI/CD practices to support AI-enabled data products.

Qualifications

• 15+ years building production data engineering systems.
• 5+ years in a staff or principal scope.
• Deep Spark and Databricks expertise at multi-terabyte scale with lakehouse formats.
• Strong SQL and dimensional modelling with schema evolution.
• Experience with MySQL or PostgreSQL, OLTP systems.
• Airflow orchestration and Spark/Databricks integration.
• AWS ecosystem experience (EC2, S3, EMR).
• Hands-on entity resolution or record linkage at scale.
• Python/Scala/Java with software discipline and CI/CD.
• Docker, Kubernetes and Terraform experience.
• Experience integrating AI-first implementations in data engineering.
• Machine learning pipelines (Spark MLlib, Databricks ML).
• Knowledge of data governance frameworks (GDPR, CCPA).

Responsibilities

• Own the data platform architecture end to end.
• Build quality layer with data contracts and monitoring.
• Improve entity matching and attribution with explainable decisions.
• Make the release cycle boring with automation.
• Treat compute cost as a first-class engineering metric.

Skills

Spark & Databricks

SQL & dimensional modeling

Python/Scala/Java

Airflow

AWS (EC2, S3, EMR)

Docker & Kubernetes

Tools

MySQL

PostgreSQL

Terraform

Job description

About HG

HG Insights is the pioneer of Revenue Growth Intelligence. For more than a decade, we have delivered comprehensive, AI- driven datasets on B2B buyers, technology adoption, IT spend, and buyer intent, sourced from billions of data points.

About HG

HG Insights is the pioneer of Revenue Growth Intelligence. For more than a decade, we have delivered comprehensive, AI- driven datasets on B2B buyers, technology adoption, IT spend, and buyer intent, sourced from billions of data points. Today, we are a trusted partner to Fortune 500 technology companies, hyperscalers, and innovative B2B vendors seeking precise go-to-market analytics and decision-making. Through an evolving suite of AI agents that incorporate first-party data and buyer signals, HG Insights enables AI-powered GTM automation across sales, marketing, RevOps, and data analytics teams, modernizing GTM execution from strategy through activation.

About The Role

This is a senior individual contributor role on the team that builds and runs HG's data platform: everything between a raw vendor file landing in our lake and a finished dataset arriving in a customer's hands. It includes the transformation stack that turns messy external signals into product-grade company attributes, the matching systems that decide which company a piece of evidence belongs to and the internal applications our analysts use to curate and correct the result. You will be based in Pune, working with engineers at our Pune, US & Brazil locations.

What You’ll Do

• Own the architecture of the data platform end to end, and make the calls on build vs. buy, batch vs. incremental, and where each workload belongs.
• Build the quality layer that catches silent failure: contracts at every handoff, freshness and completeness monitoring, and pipelines that quarantine bad data rather than publish it.
• Improve entity matching and attribution — and make match decisions explainable to the customers who depend on them.
• Make our release cycle boring. Recurring deliveries should not depend on people watching them.
• Treat compute cost as a first-class engineering metric across Spark, orchestration, and the serving tier.

What We Are Looking For

• 15+ years building production grade data engineering systems, with a minimum of 5 years in a staff or principal scope.
• Deep Spark and Databricks expertise at multi-terabyte scale, including the operational side of lakehouse table formats — merges, compaction, small files, schema evolution.
• Strong SQL and dimensional modelling, and the judgment to know when to break the rules.
• Experience with performant and scalable OLTP setups (MySQL/Postgres).
• Airflow orchestration (DAGs, operators, sensors) and integration with Spark/Databricks.
• Proven experience in AWS ecosystems (EC2, S3, EMR).
• Hands-on entity resolution, fuzzy matching, or record linkage at scale. This is central to what we do.
• Python/Scala/Java, with real software discipline: testing, CI/CD, code review, infrastructure as code is a plus.
• Experience in Docker - Kubernetes, Terraform is a plus.
• Experience in integrating AI first implementations in traditional data engineering setups will greatly help in shaping our future designs.
• Experience with machine learning pipelines (Spark MLlib, Databricks ML) for predictive analytics.
• Knowledge of data governance frameworks and compliance standards (GDPR, CCPA).

Preferred Qualifications

B2B firmographic, technographic or intent data; streaming and CDC; warehouse-to-lakehouse migration experience.

What We Offer/Benefits

We take care of our people fully and genuinely. Every HG Insights employee receives comprehensive healthcare coverage for themselves and their families, a monthly wellness reimbursement and access to Able To professional mental health coaching for stress, anxiety and depression support as per the regions. For your financial future, US employees benefit from a 401(k) with up to 5% company matching and all UK employees are enrolled in a pension scheme. Every employee also receives stock options because the people who build this company should share in its success. We invest in your growth through an annual learning reimbursement and a genuine commitment to developing your career at every stage. And through our Culture Club, you will always have a real voice in shaping the kind of workplace we build together.

Equal Opportunity Employer

HG Insights is proud to be an Equal Employment Opportunity employer. We do not accept unsolicited resumes from recruiters or employment agencies. In the event of a recruiter or agency submitting a resume or candidate without a signed agreement being in place, we explicitly reserve the right to pursue and hire such candidates without any financial obligation to the recruiter or agency. Any unsolicited resumes, including those submitted directly to hiring managers, are deemed to be the property of HG Insights.