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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in designing and optimizing ETL/ELT pipelines using Apache Spark and Delta Lake across cloud platforms, with a strong focus on automation, data security, and compliance. Proficient in collaborating with cross-functional teams to translate AI data requirements into actionable business outcomes.
Highest-signal resume keywords
Apache SparkDelta LakeDatabricksTerraformCI/CD
Tech Stack
Tools & technologiesAbout the role
Key responsibilities & impact- Design, build, and optimize scalable ETL/ELT pipelines using Apache Spark and Delta Lake across AWS, Azure, and GCP
- Implement scalable Lakehouse architectures for structured and unstructured data
- Automate data ingestion, storage, and feature engineering workflows for analytics and real-time AI workloads
- Fine-tune Spark jobs for low latency, high throughput, and cloud cost efficiency
- Partner with ML engineers and data scientists to operationalize AI models in Databricks using MLflow
- Implement CI/CD pipelines and Infrastructure-as-Code using Terraform and Databricks CLI
- Enforce enterprise data security, access controls, and compliance standards within Unity Catalog and cloud ecosystems
- Collaborate with client technology leaders, product managers, and engineering teams to translate AI data requirements into business outcomes
- Author technical documentation and lead solution handoffs to client engineering teams
Requirements
What you’ll need- 3+ years in cloud-native data engineering
- 2+ years of dedicated, hands-on Databricks, Apache Spark, Delta Lake, and MLflow experience
- High proficiency in Python, SQL, Spark frameworks, CI/CD, and Infrastructure-as-Code (Terraform or Databricks CLI)
- Active Databricks Certified Data Engineer (Associate or Professional) or Databricks ML Professional certification is strongly preferred
- Proven track record operating in fast-paced Agile/DevOps consulting environments
- Experience delivering cloud-agnostic architectures
- Exceptional client communication
- U.S. work authorization required for newly hired direct W-2 employees through E-Verify
Benefits
Comp & perks- Paid Time Off
- Remote-First Working Environment
- Comprehensive Health Coverage – Medical, Dental, Vision
- 401(k) Retirement Plan
- Annual Learning & Development Stipend
- Peer Mentorship & Coaching
- Professional Growth Opportunities
- Company Outings & Volunteer Opportunities
- Collaborative, Innovative Culture
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
ETLELTPythonSQLInfrastructure-as-CodeFeature EngineeringData IngestionCloud Cost EfficiencyAgileDevOps
Soft Skills
Client CommunicationCollaboration
Tools & Technologies
AWSAzureGCPDatabricks CLIUnity CatalogMLflow
Certifications & Qualifications
Databricks Certified Data EngineerDatabricks ML Professional
Industry Keywords
Cloud-Native Data EngineeringLakehouse ArchitecturesData SecurityAccess ControlsCompliance Standards