02 Sep
|
Mindsprint
|
Bangalore Metropolitan Area
02 Sep
Mindsprint
Bangalore Metropolitan Area
Data Scientist - Supply Chain & Inventory Analytics Experience - 4 to 6 Years Important Note - Looking for Candidates who can join us with 45 days Location - Chennai / Bangalore Required Qualifications: Experience: 4–6 years in a data science, applied machine learning, or quantitative analytics role, with at least two years working on problems that reached production or live business use. Education: Bachelor's or Master's in Statistics, Mathematics, Computer Science, Operations Research, Industrial Engineering, Economics, or a related quantitative discipline. Programming: Strong Python — pandas, Num Py, scikit-learn, statsmodels. Comfortable writing clean, testable, reviewable code rather than notebook-only exploration. SQL: Confident with complex joins, window functions, and query performance on large operational tables. Time-series forecasting: Practical experience with classical and up-to-date approaches — ARIMA/SARIMA, exponential smoothing, Prophet, gradient-boosted trees for tabular time series — and the judgement to know when a simple baseline is the right answer.
Supervised learning: Solid grounding in regression and tree-based ensembles (XGBoost, Light GBM, Random Forest), including feature engineering, regularisation, cross-validation design, and honest error analysis. Statistical fluency: Distributions, uncertainty quantification, confidence and prediction intervals, hypothesis testing, and the ability to explain what a model does not know. Communication: Able to explain a model to a plant engineer with no statistics background and to defend it to a technically sharp reviewer, in the same week. Preferred / Good to Have: Domain exposure to supply chain, inventory optimisation, spare-parts planning, MRO, maintenance planning, or procurement analytics. Familiarity with inventory theory — safety stock formulations, service-level targets, EOQ, reorder point logic, multi-echelon inventory concepts. Experience with intermittent and lumpy demand methods (Croston, SBA
📌 Data Scientist (Bangalore Metropolitan Area)
🏢 Mindsprint
📍 Bangalore Metropolitan Area