Full-Time

Senior Data Quality / ETL Engineer

Data Quality, ETL

Posted on 7/31/2025

Pattern Bioscience

Pattern Bioscience

51-200 employees

AI-driven rapid bacterial ID and AST

No salary listed

Pune, Maharashtra, India

Hybrid

Hybrid position.

Category
Data & Analytics (2)
,
Required Skills
Agile
Redshift
Python
Airflow
Data Science
Git
Apache Spark
SQL
AWS
Jenkins
SCRUM
Snowflake
Requirements
  • Experience with data quality frameworks (e.g., Soda, Great Expectations, Deequ, Monte Carlo, DBT Test)
  • Experience with modern cloud data ecosystems (AWS, Snowflake, Apache Spark, Redshift)
  • Advanced knowledge of SQL, including the ability to write stored procedures, triggers, analytic/windowing functions, and performance tuning
  • Familiarity with data pipeline tools like Airflow, DBT, or Informatica
  • Experience integrating data validation processes into CI/CD pipelines using tools like GitHub Actions, Jenkins, or similar
  • Background to big data platforms, data lakes, or non-relational databases
  • Understanding of data lineage, and master data management (MDM) concepts
  • Experience with Agile/Scrum development methodologies
  • Bachelor's degree in Computer Science, Information Technology, or a related field
  • 8 plus years of experience as a Data Quality Engineer, ETL Tester, or a similar role
  • Strong understanding of ETL concepts, data warehousing principles, and relational database design
  • Proficiency in SQL for complex querying, data profiling, and validation tasks
  • Familiarity with data quality tools and testing methodologies
Responsibilities
  • Analyze business and technical requirements to design, develop, and execute comprehensive test plans for ETL pipelines and data transformations
  • Perform data validation, reconciliation, and integrity checks across various data sources and target systems
  • Build and automate data quality checks using SQL and/or Python scripting
  • Identify, document, and track data quality issues, anomalies, and defects
  • Collaborate with data engineers, developers, QA, and business stakeholders to understand data requirements and ensure data quality standards are met
  • Define data quality KPIs and implement continuous monitoring frameworks
  • Participate in data model reviews and provide input on data quality considerations
  • Perform root cause analysis for data discrepancies and work with teams to drive resolution
  • Ensure alignment to data governance policies, standards, and best practices

Pattern Bioscience develops rapid clinical diagnostics that identify bacterial infections and determine antibiotic resistance. Its system uses single-cell analysis with AI pattern recognition to deliver definitive ID/AST results in about four hours. The product suite includes diagnostic devices, consumables, service contracts, and software for AI analysis. By speeding and improving accuracy, Pattern Bioscience aims to help hospitals reduce inappropriate antibiotic use and combat antibiotic resistance.

Company Size

51-200

Company Stage

Series D

Total Funding

$91.6M

Headquarters

Austin, Texas

Founded

2016

Simplify Jobs

Simplify's Take

What believers are saying

  • $43M Series D funding from AMR Action Fund supports FDA 510(k) submission.
  • $40.9M BARDA contract accelerates pneumonia and bacteremia panel development.
  • Over 1,000 samples enrolled in multi-center trial for Q3 regulatory push.

What critics are saying

  • Accelerate Diagnostics' PhenoVue captures market with FDA-cleared 3-hour AST.
  • BioFire's FilmArray dominates ICU syndromic testing, sidelining single-pathogen focus.
  • Clinical trial failure by mid-2026 exhausts Series D runway, halting launch.

What makes Pattern Bioscience unique

  • Digital CultureTM enables culture-free phenotypic ID/AST in four hours.
  • Single-cell analysis captures all resistance mechanisms unlike genotypic tests.
  • Pneumonia ID/AST Panel targets critically ill patients with FDA Breakthrough Designation.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

Unlimited Paid Time Off

Paid Holidays

401(k) Company Match

401(k) Retirement Plan

Health Savings Account/Flexible Spending Account

Growth & Insights and Company News

Headcount

6 month growth

1%

1 year growth

2%

2 year growth

-1%
Legal Desire
Nov 19th, 2025
Pattern Bioscience Raises $43M Series D

Pattern Bioscience has raised $43 million in Series D funding, led by AMR Action Fund, Illumina Ventures, and Omnimed Capital. The funds will support a US multi-center clinical trial and regulatory submission for their Pneumonia ID/AST Panel, which has FDA Breakthrough Device Designation and is backed by a BARDA contract worth up to $40.9 million. Latham & Watkins LLP represented Pattern Bioscience in the transaction.

VCBay
Apr 29th, 2023
Austin-based Biotech startup Pattern Bioscience raises USD 28.7 million in Series C funding

To quickly develop effective treatments for drug-resistant bacterial infections, Pattern is a leader in the application of single-cell microbiology.

Business Wire
Apr 28th, 2023
Pattern Bioscience Secures $28.7 Million in Series C Financing

Pattern Bioscience secures $28.7 million in Series C financing to accelerate development of first-of-its-kind infectious disease diagnostic platform

FinSMEs
Apr 27th, 2023
Pattern Bioscience Raises $28.7M in Series C Financing

Pattern Bioscience, an Austin, TX-based company which specializes in rapid diagnosis and antibiotic susceptibility testing (AST) for bacterial infections, raised $28.7M in Series C funding.

360Dx
Apr 27th, 2023
Pattern Bioscience Closes $28.7M Series C Financing Round | 360Dx

Including the Series C round, Pattern has now raised $68 million to date, the company said in a statement.

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