ADV TECHMINDS
We are looking for part time Freelancer for AWS Data Engineer Position.
Relevant Exp: 9+ Years
Work Mode: Remote
Employment Type: Freelance / Contract
Location: 9+ Years
Mandatory Tech Stack required:
Relevant Experience: 9+ years
Required Tech Stack:
Source: Salesforce (ECRM & OSC)
Backup: Grax
Cloud: AWS (EC2, S3, CloudWatch, DynamoDB, RDS, Secrets Manager, ALB, ASG)
Infrastructure as Code: Terraform
File Format: Parquet
Target: Enterprise Data Lake (EDL)
Schema: Blue Schema
Database: Blue Database
JD :
- Build and maintain AWS data pipelines
- Develop ETL/ELT pipelines using AWS Glue, PySpark, Python, and SQL.
- Ingest data from sources like Salesforce, databases, APIs, and S3.
- Load curated data into Amazon Redshift and data lake storage.
- Optimize Athena and data lake performance
- Convert JSON/CSV data into Parquet.
- Use Snappy compression.
- Design proper partitioning strategies.
- Resolve split limit and performance issues.
- Optimize Athena query costs.
- Manage modern data lake architecture
- Work with Apache Iceberg tables.
- Perform migrations from traditional Parquet tables.
- Support schema evolution, time travel, and ACID transactions.
- Production support and troubleshooting
- Investigate Glue jobs that suddenly become slow.
- Debug Lambda timeouts.
- Fix missing records and data quality issues.
- Resolve Redshift performance problems.
- Perform root cause analysis (RCA).
- Infrastructure as Code
- Build AWS infrastructure using Terraform.
- Create reusable modules.
- Manage Auto Scaling Groups, ALBs, IAM, Lambda, Secrets Manager, S3, Redshift, and DynamoDB.
- Troubleshoot Terraform state and production deployment issues.
- Security
- Manage AWS Secrets Manager.
- Configure Lambda-based secret rotation.
- Ensure Terraform does not overwrite rotated passwords.
- Implement IAM least-privilege access.
- Backup and Disaster Recovery
- Work with enterprise backup tools like Rubrik (their environment may use Grax for Salesforce).
- Validate backup jobs.
- Perform restores.
- Support disaster recovery testing.
- Verify restored data.
- Data Quality
- Validate source and target record counts.
- Maintain audit/control tables (for example in DynamoDB).
- Check checksums and duplicate records.
- Troubleshoot data discrepancies reported by business users.
- AWS Services
- S3
- Glue
- Athena
- Lambda
- Redshift
- DynamoDB
- EventBridge
- Step Functions
- CloudWatch
- Secrets Manager
- IAM
- Auto Scaling Groups
- Application Load Balancer
