Data Scientist Engineer
ALTEN India · Bangalore
Collected role description
Role overview
Data Scientist Engineer at ALTEN India
Required qualifications
- 2-3 Years
- BE/B.Tech/MCA Employment : Full Time
Employment details
- Location: Bengaluru Why Join ALTEN India?
- Opportunity to work with leading global aerospace clients.
- Dynamic, innovation-driven environment with exposure to cutting-edge technologies.
- Continuous learning and career growth opportunities.
- Inclusive and collaborative workplace culture.
- Location: Bengaluru [India]
Application details
- Familiarity with ROS2 for robotics application development.
Additional role details
- Must-Have Expertise in the Python scientific stack (NumPy, SciPy, Pandas, Polars).
- Strong 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).
- Software Engineering & Architecture Experience converting analytical outputs into binary formats (e.g., Protobuf, FlatBuffers) for efficient backend distribution.
- Experience in industrial-grade software development and the software development lifecycle (SDLC).
Collected experience requirement
2 years