13 Aug
|
Mindsprint
|
Bengaluru
13 Aug
Mindsprint
Bengaluru
Data Scientist - Supply Chain & Inventory Analytics
Experience - 4 to 6 Years
Significant 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, NumPy, 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 modern 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, LightGBM, 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 (Bengaluru)
🏢 Mindsprint
📍 Bengaluru