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Data Scientist — Feature Engineering - Databricks

1 hour, 24 minutes ago
Anywhere
Full-time
Mid Level
Data Scientist
Data Science and Analytics
AWS Azure Databricks dbt Deep Learning Feature Engineering GCP Generative AI Machine Learning 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
51-250
Founded 2017
View All Jobs 20

Description

  • Design transactional and credit-behavior features covering frequency, recency, amount, digital engagement, and delinquency.
  • Implement features with metadata covering descriptions, primary and foreign keys, lineage, ownership, tags, lifecycle, temporality, and D1/D2 design.
  • Follow feature deployment processes from bundle validation through DDLs and production release.
  • Monitor jobs and apply FinOps practices.
  • Maintain consistency between model training and production as the single source of truth.
  • Collaborate with modeling and platform teams to develop governed, reusable features.

Requirements

  • Experience in feature engineering or data engineering using Databricks and Unity Catalog.
  • Advanced SQL and Python skills.
  • Knowledge of data governance, lineage, and data quality, including DQX.
  • Familiarity with naming conventions and metadata standards.
  • Feature Store certification at the Fundamentals or Expert level 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 culture with the ability to work from anywhere.
  • Full coverage for AWS, dbt, Google Cloud, Azure, and Databricks certifications.
  • Birthday off plus an additional vacation week (Mutt Week).
  • Referral bonuses.
  • Monthly Maslow credits for a benefits marketplace.
  • Annual team trip for Mutters.

Interested in this position?

Apply directly on the company website

Apply Now

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