Senior AWS Data Engineer

Facctum; Bengaluru Urban; On-site; INR 4,000,000 - 7,000,000; Full time

Job summary

Facctum IT Solutions India Private Limited in Bengaluru North, India, invites an experienced Senior AWS Data Engineer to lead a large-scale migration from MatillionETL to a modern AWS-native data platform. You will design scalable pipelines, orchestrate workflows with Apache Airflow, and work with AWS Glue, Snowflake, and Lambda services.

Collaborate with data architects and business teams to migrate ETL workloads, enforce data quality, and optimize performance and cost across AWS services.

Qualifications

• 8+ years of overall data engineering experience.
• 4+ years of hands-on experience with AWS data services.
• Proven experience migrating ETL platforms to AWS-native architectures (Matillion, Informatica, Talend, DataStage) is a plus.
• Strong experience developing workflows in Apache Airflow.
• Extensive experience building and optimizing AWS Glue jobs.
• Hands-on experience with Snowflake administration and performance tuning.

Responsibilities

• Lead the migration of existing Matillion ETL pipelines to AWS-native solutions.
• Participate in requirements gathering and analysis of existing data processing jobs.
• Design, develop, and promote scalable data pipelines using AWS Glue and Apache Airflow (AWS Service).
• Build robust data ingestion, transformation, and orchestration frameworks on AWS.
• Create reusable and modular ETL/ELT components for enterprise data platforms.
• Data modeling and warehousing concepts – must have.
• Implement data quality, monitoring, alerting, security, governance, and compliance standards.
• Collaborate with data architects and business teams to understand migration requirements and translate them into technical solutions.

Skills

Apache Airflow

AWS Glue

Snowflake

AWS Lambda

Step Functions

Git experience

Python

SQL

Spark

Tools

Matillion

Informatica

Talend

DataStage

Job description

Facctum IT Solutions India Private Limited | Full time

Bangalore North, India | Posted on 08/17/2026

• Organisation Facctum IT Solutions India Private Limited
• Industry Other
• Date Opened 08/17/2026
• Country India

Job Description

We are seeking an experienced SeniorAWS Data Engineer to lead and execute a large-scale migration from MatillionETL to a modern AWS-native data platform. The ideal candidate will possessdeep expertise in Apache Airflow, AWS Glue, AWS Lambda and Snowflake ,with a strong background in designing scalable data pipelines, cloud-based dataintegration, workflow orchestration, and data warehouse modernization.

The candidate will work closelywith business stakeholders, data architects, and engineering teams to migrateexisting ETL workloads, optimize data processing frameworks, and establish bestpractices for cloud-native data engineering.

Requirements

Key Responsibilities

• Leadthe migration of existing Matillion ETL pipelines to AWS-native solutions.
• Participatein Requirements Gathering and Analysis of existing data processing jobs.
• Design,develop, and promote scalable data pipelines using AWS Glue and ApacheAirflow (AWS Service).
• Buildrobust data ingestion, transformation, and orchestration frameworks onAWS.
• Createreusable and modular ETL/ELT components for enterprise data platforms.
• Datamodeling and warehousing concepts – must have
• Datamigration and modernization projects – good to have
• Implementdata quality, monitoring, alerting, security, governance, and compliancestandards.
• Collaboratewith data architects and business teams to understand migrationrequirements and translate them into technical solutions.
• Optimizedata processing performance, cost, and scalability across AWS services.
• Participatein CI/CD best practices and DevOps processes for data engineeringworkflows.
• Performcode reviews, mentor junior engineers, and drive engineering excellence.

Mandatory Skills

Core Technologies

• ApacheAirflow (DAG development, workflow orchestration, scheduling,monitoring)
• AWSGlue (ETL jobs, Glue Studio, Crawlers, Data Catalog, Spark-basedtransformations)
• Snowflake (Data Warehousing, SnowSQL, Snowpipe, Streams & Tasks, PerformanceTuning)
• AWS Lambdaand Step Functions (preferred)
• Gitexperience

Programming languages: Python,SQL, Spark (must)

PySpark, Matillion, Shellscripting (good to have)

Experience Requirements

• 8+years of overall data engineering experience.
• 4+years of hands-on experience with AWS data services.
• Provenexperience migrating ETL platforms such as Matillion, Informatica, Talend,or DataStage to AWS-native architectures (Good to have).
• Strongexperience developing workflows in Apache Airflow.
• Extensiveexperience building and optimizing AWS Glue jobs.
• Hands-onexperience with Snowflake administration and performance tuning.
• Strongunderstanding of cloud architecture, scalability, deployments.