Senior Data Engineer (ML/AI)
Sana Commerce
Posted on 26 Sep
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Experience
8 - 13 Years
Job Location
Education
Bachelor of Technology/Engineering(Computers)
Nationality
Any Nationality
Gender
Not Mentioned
Vacancy
1 Vacancy
Job Description
Roles & Responsibilities
Design and maintain data pipelines optimized for ML/AI workloads, including handling of large-scale, unstructured, and semi-structured data.
- Build feature pipelines and feature stores that ensure reusability and consistency of data used by machine learning models.
- Collaborate with Data Scientists and ML Engineers to understand data requirements for training, validation, and production deployment.
- Ensure 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.
- Leverage distributed processing frameworks (e.g., Spark, Databricks, Azure Synapse) for scalable ML data processing.
At Sana Commerce, we're looking for a Data Engineer (ML/AI) to design, build, and scale data systems that power our analytics and machine learning initiatives. Your work will ensure high-quality, reliable, and ML-ready data pipelines that enable both traditional analytics and advanced AI-driven solutions across the business.
Desired Candidate Profile
What you bring
- 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.
Company Industry
- IT - Software Services
Department / Functional Area
- IT Software
Keywords
- Senior Data Engineer (ML/AI)
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Sana Commerce
What started in 2007 with a pizza and a plan has grown into a fast-moving SaaS company that helps manufacturers, distributors, and wholesalers thrive in B2B commerce complexity. Our mission? To transform the way businesses buy and sell, so they can grow, build stronger relationships, and make the most of digital commerce. Join us and take ownership of your career in a dynamic, fast-moving environment.
https://jobs.smartrecruiters.com/SanaCommerce/744000083898145-senior-data-engineer-ml-ai-