Job DescriptionJob Description
nTechnical
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- n
- Proven experience building data pipelines and models in SAP Datasphere (or SAP Data Warehouse Cloud / BW modeling).n
- Hands-on dashboard development in SAP Analytics Cloud (SAC) — models, stories, and connections.n
- Solid SQL for data extraction, transformation, and analysis.n
- Proficiency in Python for data wrangling, EDA, and modeling (e.g. pandas, NumPy, scikit-learn, statsmodels).n
- Experience using Python to pull and integrate data from diverse systems and APIs — e.g. relational databases (MySQL, PostgreSQL), REST APIs, and third-party sources (e.g. YouTube API) — into analytics workflows.n
- 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).n
- Experience with data cleaning and building trustworthy, analytics-ready datasets.n

nDomain
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- n
- Working knowledge of Finance, Accounting, and Commercial concepts (e.g. P&L;, balance sheet, cost centers,



profit centers, GL, revenue, margin, pricing, AR/AP).n
- Ability to connect data work to real financial and commercial outcomes.n

nAnalytical & Modeling
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- n
- Demonstrated experience with forecasting and/or anomaly detection on business data.n
- Comfort with the full analytics lifecycle: EDA → RCA → insight → recommendation.n

nSoft skills
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- n
- Strong communication skills; able to explain technical findings to Finance and business leaders.n
- Self-starter who can own problems end to end with limited supervision.n

nPreferred / Nice-to-Have
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- n
- Experience with S/4HANA and/or BW/4HANA data models.n
- Familiarity with SAP CDS views, HANA Calculation Views, or ABAP for data sourcing.n
- Exposure to Git/version control, CI for analytics, or orchestration tools.n
- Experience with cloud data platforms (e.g. BigQuery, Snowflake, Databricks) and integration into the SAP landscape.

📌 SAP Datasphere Consultant (Karnataka)
🏢 Sonata Software
📍 Karnataka