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Full-Time

Senior Data Engineer

Machine Learning

Posted on 7/8/2024

Natera

Natera

1,001-5,000 employees

Provides cell-free DNA testing services

Biotechnology

Compensation Overview

$93.8k - $117.2kAnnually

Senior, Expert

Remote in USA

Category
Data Science
Data Engineering
Data & Analytics
Required Skills
Power BI
Talend
Redshift
MySQL
SQL
Tableau
Oracle
Data Analysis
Snowflake
Requirements
  • Bachelor’s degree in computer science or equivalent experience.
  • 8+ years of overall software development experience, preferably building complex data solutions.
  • Minimum 5 years of experience working with SQL platforms (Snowflake, Redshift, Athena, MySQL, MS SQL Server, Oracle) or similar.
  • Experience with data and data warehouse applications (Star/Snowflake Schema, OLAP, Data Vault modeling, etc.).
  • Proficiency in Data Extraction, Transformation, and Loading (ETL) using tools like Talend or similar.
  • Knowledge of data visualization tools such as Power BI, Qlik Sense, Tableau, or similar.
  • Familiarity with machine learning frameworks (e.g., TensorFlow, PyTorch) and libraries (e.g., scikit-learn).
  • Experience implementing AI/ML models for data processing, predictive analytics, and anomaly detection.
  • Understanding of natural language processing (NLP) techniques and applications.
  • Exposure to large language models (LLMs) such as GPT-3 or BERT.
  • Ability to collaborate with data scientists and AI engineers to integrate AI/ML pipelines into data workflows.
Responsibilities
  • Understanding business requirements, processes, and data sources.
  • Collaborating with business analysts to translate data requirements into logical data models.
  • Designing highly scalable ETL processes and data transformations.
  • Developing SQL views, procedures, and functions.
  • Serving as a subject matter expert in Structured Query Language (SQL).
  • Analyzing complex data with large volumes.
  • Ensuring the integrity and quality of data stored in data warehouses and data marts.

Natera is a global leader in cell-free DNA testing, specializing in noninvasive tests for fetal, tumor, and donor cfDNA, with a focus on oncology, women's health, and organ health. Their cfDNA technology platform is validated in over 100 peer-reviewed publications, aiming to revolutionize personalized health care decisions.

Company Stage

IPO

Total Funding

$1.2B

Headquarters

Austin, Texas

Founded

2004

Growth & Insights
Headcount

6 month growth

8%

1 year growth

16%

2 year growth

23%

Benefits

Flexible medical plans

Investment options

Time off

Workplace perks

INACTIVE