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#4 Data Engineer Semi Senior - Feature Engineering - Databricks

9 hours, 37 minutes ago
Anywhere
Full-time
Mid Level
Data Engineer
Data Science and Analytics
AWS Azure Databricks dbt GCP Python SQL
Apply Now
MUTT DATA

MUTT DATA

MUTT DATA specializes in creating and implementing custom machine learning and AI solutions that enhance business performance through automated systems and cost-efficient data architectures.

Internet Software & Services
51-200
Founded 2017
View All Jobs 11

Description

  • Design transactional and credit-behavior features for the credit risk model, including frequency, recency, amount, digital engagement, and delinquency signals.
  • Implement features with complete metadata covering descriptions, keys, lineage, ownership, tags, lifecycle, and temporality.
  • Apply D1/D2 design standards to maximize feature reuse.
  • Follow the feature deployment pipeline, including bundle validation, DDLs, and production deployment.
  • Monitor data jobs and apply FinOps practices.
  • Maintain consistency between training and production as the model’s single source of truth.
  • Collaborate with modeling and platform teams to transform transactional and credit-behavior data into governed features.

Requirements

  • Experience in feature engineering or data engineering using Databricks and Unity Catalog.
  • Advanced SQL and Python skills.
  • Experience with data governance, lineage, and data quality, including DQX.
  • Familiarity with naming conventions and metadata standards.
  • Feature Store Fundamentals or Expert certification (preferred).
  • Experience working with financial data (preferred).
  • Experience developing AI agents or agentic infrastructure, such as Mosaic AI Agent Framework, agent orchestration, or MCP (preferred).

Benefits

  • Remote-first work environment.
  • AWS, dbt, Google Cloud, Azure, and Databricks certification costs covered.
  • In-company English lessons.
  • Birthday leave plus an additional vacation week.
  • Employee referral bonuses.
  • Monthly Maslow credits for the benefits marketplace.
  • Annual company trip.
  • Monthly childcare reimbursement.

Interested in this position?

Apply directly on the company website

Apply Now

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