# Aman Garg

Aman Garg is a remote worker on Himalayas, Senior Data Engineer at Rentomojo, based in India.

Source: https://himalayas.app/@amangarg4

```text
Senior Data Engineer at RENTOMOJO building Snowflake pipelines that process billions of records daily.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | India |
| Authorized to work in | India |
| Salary expectations | 3035k+ INR |
| Job categories | Data Engineer |
| Skills | Data Engineering, ETL ELT, Data Pipelines, Data Warehouse, Data Modeling, Data Migration, Change Data Capture (CDC), Incremental Loading, Data Quality, Data Reconciliation, Performance Optimization, Snowflake, Databricks, AWS, Python |
| LinkedIn | https://linkedin.com/in/amangarg01 |

## About

```text
At RENTOMOJO, I build PySpark pipelines that process billions of records daily and deliver multi-terabyte datasets to Snowflake. I also designed incremental-load strategies that reduced processing time by 40% while preserving historical data integrity.

I work on Snowflake capabilities including Snowpark, Streams, Tasks and Snowpipe, and contributed to Databricks lakehouse development with Delta Lake, Auto Loader and Unity Catalog. I supported the migration of approximately 200 tables from Databricks transformations to dbt models.

Earlier, at STEPSETGO, I optimized AWS Glue jobs and Athena queries, reducing query execution costs by 25%. Across my data engineering roles, I’ve developed ETL pipelines, incremental-loading approaches and data-quality checks for analytics-ready datasets.
```

## Experience

### Senior Data Engineer (current)

[Rentomojo](https://himalayas.app/companies/rentomojo). May 2022 - Present

```text
Designed and delivered end-to-end ETL pipelines using PySpark and Apache Airflow, ingesting multi-terabyte datasets into Snowflake. Implemented data-quality checks, incremental loading, and supported migration of 200 tables to dbt.
```

Skills: PySpark, Airflow, Snowflake, Snowflake-Snowpark, Streaming, Task, Snowpipe, DBT, Databricks, Delta-Lake, Auto-Loader, Unity-Catalog, Python, SQL, AWS, S3, Athena, Glue, Redshift, Lambda, SNS, Amazon-SQS, Terraform, ArgoWorkflows, CircleCi, CI-CD, PostgreSQL, MongoDB, Apache-Iceberg, Data-Quality, Data-Migration, ETL, ELT, CDC, Incremental-Loading, Data-Modeling, Performance-Optimization, Partitioning, Caching, Compression

### Data Engineer

StepSetGo. May 2021 - Apr 2022

```text
Optimized AWS Glue ETL jobs and Athena queries using partitioning, caching, and compression, reducing query costs by 25%. Implemented CDC-based incremental loading and built Apache Iceberg tables for improved performance.
```

Skills: AWS-Glue, Athena, PySpark, Apache-Iceberg, CDC, Incremental-Loading, Partitioning, Caching, Compression, S3, Data-Catalogs, ETL, Performance-Optimization

### Data Engineer

[Fractal Analytics](https://himalayas.app/companies/fractal). Jun 2020 - Apr 2021

```text
Developed Python and PySpark ETL pipelines for structured and semi-structured data from APIs, S3, and relational databases. Created AWS Glue jobs and integrated Lambda with S3 triggers for automation.
```

Skills: Python, PySpark, AWS-Glue, Lambda, S3, ETL, SQL, Stored-Procedures, Data-Quality, Data-Processing

### Data Engineer

Optimus Information. Jan 2019 - Jun 2020

```text
Wrote optimized SQL queries using indexing and partitioning strategies. Built monitoring scripts for pipeline execution and automated schema detection with AWS Glue Crawlers.
```

Skills: SQL, Indexing, Partitioning, AWS-Glue, SNS, Slack, Monitoring, Data-Catalogs, Documentation, ETL

## Education

### Amity University, Madhya Pradesh

Bachelor of Technology, Computer Science and Engineering. 2015 - 2019. Grade: 8.25/10

Activities and societies: Minor in Management; Certification in French

```text
Pursued a Bachelor of Technology in Computer Science and Engineering, graduating with a CGPA of 8.25/10.
```

## Tech stack

- Amazon Redshift
- Snowflake
- Apache Spark
- AWS Glue
- Amazon S3
- CircleCI
- Salesforce
- PySpark
- dbt
- MySQL
- PostgreSQL
- MongoDB
- Databricks
- Terraform
- Python
- Java
- Amazon SQS
- Amazon SNS
- Amazon DocumentDB
- AWS Lambda
- Git
- Amazon Athena
- SQL
- Apache Iceberg
- Delta Lake
- Unity Catalog
- AWS
- Azure

To contact Aman, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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