Data Engineer

BLN24

$90K — $130K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 2-4+ years in data engineering or analytics engineering roles.
  • Strong skills in Python and SQL for data management.
  • Experience with building applications using frameworks like Dash.
  • Knowledge of data quality principles, including validation and anomaly detection.
  • Understanding of data modeling for analytics applications.
  • Ability to convert analytical concepts into technical solutions.
  • Experience collaborating in Agile teams.

Responsibilities

  • Design and implement effective data pipelines for quality validation.
  • Develop integrity and correctness logic for datasets.
  • Build a user-friendly web application for data exploration.
  • Establish data validation rules and anomaly detection mechanisms.
  • Convert business requirements into structured data models.
  • Create features for user interaction with flagged data issues.
  • Ensure data traceability for compliance and reproducibility.
  • Optimize backend processes for enhanced application performance.
  • Support cloud deployment and integration of application components.
  • Document data logic, validation rules, and application behavior.

Benefits

  • Access to comprehensive medical, dental, and vision plans.
  • Opportunity to work for a rapidly growing company in Washington DC.
  • Exposure to various sectors for professional diversity.
  • Flexible work arrangements promote personal and professional balance.
  • Remote work options available depending on project requirements.
Full Job Description
Job Title: Data Engineer

Company: BLN24

Position Overview:
BLN24 is seeking a Data Engineer to support the design and development of a data integrity and quality monitoring application. This role focuses on supporting data pipelines, validation frameworks, and user-facing tools that enable stakeholders to assess, validate, and act on data quality issues.

The Data Engineer will contribute to both backend data processing and frontend application logic, ensuring that data is accurate, traceable, and usable within a web-based decision-support environment. The ideal candidate combines strong engineering skills with an understanding of data quality, metrics, and user workflows.

Key Responsibilities:
  • Design and implement data pipelines to ingest, transform, and prepare data for quality validation and analysis.
  • Develop logic to assess data integrity, completeness, and correctness across datasets.
  • Build and support a web-based application using Dash and Mantine components to enable users to explore and validate data.
  • Implement data validation rules, anomaly detection checks, and quality metrics.
  • Translate business and analytical requirements into structured data models, fields, and transformations.
  • Develop features that allow users to filter, review, and take action on flagged data issues.
  • Ensure traceability of data through transformation steps, supporting auditability and reproducibility.
  • Collaborate with stakeholders to understand workflows and design intuitive data review experiences.
  • Optimize performance of queries and backend processes supporting the application.
  • Support deployment and integration of application components within cloud environments.
  • Contribute to documentation of data logic, validation rules, and system behavior.

Required Qualifications:
  • 2-4+ years of experience in data engineering, analytics engineering, or similar roles.
  • Strong proficiency in Python and SQL for data transformation and analysis.
  • Experience building data-driven applications (e.g., Dash or similar frameworks).
  • Familiarity with data quality concepts such as validation, completeness, and anomaly detection.
  • Understanding of data modeling and structuring datasets for analytics use cases.
  • Ability to translate analytical needs into technical implementations.
  • Experience working in Agile environments and collaborating with cross-functional teams.

Preferred Qualifications:
  • Experience with Dash Mantine Components or similar UI libraries.
  • Familiarity with cloud platforms (AWS or similar).
  • Experience with data lineage, traceability, or audit frameworks.
  • Experience supporting decision-support tools or operational analytics applications.

What BLN24 brings to the Game:
BLN24 benefits are game changing. We like our team to play hard and that means they need to be taken care of - physically, financially, and emotionally. We make sure to keep them in the game by giving them access to generous medical, dental, and vision plans.
  • You can join one of the fastest growing companies headquartered in the Washington DC Metro Area. We give you the opportunity to work in different sectors, so you have the chance at variety while maintaining stability.
  • Flexibility at BLN24 allows each individual the opportunity to balance quality work and their personal lives. Depending on projects, we allow remote working opportunities so you can always be in the game no matter where you call home.

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