What you'll be doing
- Designing and maintaining data pipelines optimized for ML/AI workloads, including handling of large-scale, unstructured, and semi-structured data.
- Building feature pipelines and feature stores that ensure reusability and consistency of data used by machine learning models.
- Collaborating with Data Scientists and ML Engineers to understand data requirements for training, validation, and production deployment.
- Ensuring data quality, lineage, and governance meet standards required for AI/ML applications.
- Supporting MLOps practices by integrating data pipelines with model training, monitoring, and deployment workflows.
- Leveraging distributed processing frameworks (e.g., Spark, Databricks, Azure Synapse) for scalable ML data processing.
What you bring
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8+ years of experience as a Data Engineer, working with Azure and Databricks, ideally with exposure to ML/AI-related data workflows.
- College degree that demonstrates your analytic abilities, such as Econometrics, Computer Sciences, Mathematics or similar;
- Excellent analytical and problem-solving skills;
- Experience with data preparation for ML/AI: managing large datasets, feature engineering, and real-time or batch data pipelines.
- Familiarity with MLOps concepts and how data engineering supports model lifecycle management.
- Experience with orchestration frameworks (Airflow, Prefect, or Azure Data Factory) for complex ML pipelines.
- Knowledge of unstructured data processing (text, images, logs) is a plus.
- Strong SQL and Python skills; experience with distributed data processing (PySpark, Dask, etc.) is a plus.
Why you’ll love working here
- Impact from day one – Join a scale-up where your ideas shape how global businesses operate online.
- Continuous learning – Access a structured onboarding rated 9.1/10 by previous hires, mentorship, and feedback culture.
- Hybrid flexibility – Work from our office 3 days per week and from home 2 days.
- Career growth – Expand your technical and leadership scope in a company built for long-term success.
Our values
At Sana Commerce, our values drive everything we do:
- Champions of Our League – We deliver lasting success, balancing quick wins and long-term value
- Supercharge Our Customers – We’re revolutionizing B2B commerce together, helping our customers to lead and succeed.
- Determined to Grow – We embrace challenges, growing and raising the bar for ourselves and our industry.
- Bold Together – We dare to be bold because we have each other’s back.
Ready to build reliability that scales?
Apply now and help shape the foundation of our next-generation SaaS platform.
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