Must-Have

• Expertise in the Python scientific stack (NumPy, SciPy, Pandas, Polars).
• Robust foundation in linear algebra and vector calculus.
• Experience with linear algebra, vector calculus, and coordinate transformations (reference frame handling) for 3D trajectory processing & spatial data processing
• Familiarity with 3D spatial indexing (k-d trees, octrees), mesh processing, surface normal calculations, and point-to-mesh / path mapping.
• Experience with statistical modeling, multivariate time-series analysis including descriptive statistics, rolling / window based analysis, trend estimation, rate of change of analysis, correlation analysis,and configurable / dynamic thresholding.
• Experience aligning asynchronous and multi-rate data streams using timestamp-based synchronization, interpolation, resampling, and temporal alignment techniques.
• Experience preparing high-frequency industrial process data for time series analysis and modelling, including data validation, restructuring, segmentation, and generation of model ready spatial-temporal datasets.




• Experience in time series based condition / health monitoring, including analysis of machine status, alarms, fault event, operating conditions, degradation indicators & detection of abnormal trends or behavior
• Experience processing 3D spatial datasets, time-series data, and vector operations

Good-to-Have

• C++ & Performance Tooling
• Experience writing C++ code based on functional requirements.
• Familiarity with converting analytical outputs into binary formats (e.g., Protobuf, FlatBuffers) for efficient backend distribution.
• Familiarity with building low-latency 3D spatial calculation engines using standard C++ performance libraries (e.g., Eigen, CGAL).
• Familiarity with ROS2 for robotics application development.

Software Engineering & Architecture

• Experience converting analytical outputs into binary formats (e.g., Protobuf, FlatBuffers) for efficient backend distribution.
• Experience in indus

📌 Data Scientist Engineer (Bengaluru)
🏢 ALTEN India
📍 Bengaluru