Job Description
Technical
Proven experience building data pipelines and models in SAP Datasphere (or SAP Data Warehouse Cloud / BW modeling). Hands-on dashboard development in SAP Analytics Cloud (SAC) — models, stories, and connections. Robust SQL for data extraction, transformation, and analysis. Proficiency in Python for data wrangling, EDA, and modeling (e.g. pandas, Num Py, scikit-learn, statsmodels). Experience using Python to pull and integrate data from diverse systems and APIs — e.g. relational databases (My SQL, Postgre SQL), REST APIs, and third-party sources (e.g. You Tube API) — into analytics workflows. Solid understanding of SAP data structures and storage nuances — key tables, master vs. transactional data, document flow, ledgers, and how SAP financial/commercial data is organized (e.g. FI/CO, SD, MM). Experience with data cleaning and building trustworthy, analytics-ready datasets. Domain
Working knowledge of Finance, Accounting, and Commercial concepts (e.g. P& L, balance sheet, cost centers, profit centers, GL, revenue, margin, pricing, AR/AP).



Ability to connect data work to real financial and commercial outcomes. Analytical & Modeling
Demonstrated experience with forecasting and/or anomaly detection on business data. Comfort with the full analytics lifecycle: EDA → RCA → insight → recommendation. Soft skills
Strong communication skills; able to explain technical findings to Finance and business leaders. Self-starter who can own problems end to end with limited supervision. Preferred / Nice-to-Have
Experience with S/4 HANA and/or BW/4 HANA data models. Familiarity with SAP CDS views, HANA Calculation Views, or ABAP for data sourcing. Exposure to Git/version control, CI for analytics, or orchestration tools. Experience with cloud data platforms (e.g. Big Query, Snowflake, Databricks) and integration into the SAP landscape. Knowledge of ML Ops or model deployment for production forecasting/anomaly workflows. Relevant degree in Finance, Accounting,

📌 Sap datasphere consultant (Bengaluru)
🏢 Sonata Software
📍 Bengaluru