Senior Data Engineer - Remote

Title: Senior Data and ML Engineer

Location: Austin, TX, or San Carlos, CA, Or Remote(US)

Company Overview: Natera is dedicated to oncology, women’s health, and organ health. Their cell-free DNA tests help protect health and inform more personalized decisions about care.

Position Summary: The Senior Data Engineer plays a crucial role in designing and developing data engineering solutions, ensuring businesses have access to the data they need for informed decision-making.

Key responsibilities include:

• 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.

Qualifications:

• 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.

• Expertise in AI, ML, and LLM:

  • 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 …