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AI/ML Engineering
Data Scientist
Senior
India
Hybrid
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Our client is a company that enables people, enterprises, and cities to harness the power of location. By making sense of the world through the lens of location, it empowers their customers to achieve better outcomes from helping a city manage its infrastructure or an enterprise optimize its assets to delivering drivers to their destination safely.
What project we have for you
This project is enhancing its Data Aggregation Service as part of a new delivery pipeline that extends the existing UniMap (UnIM) work. The service aggregates Vehicle Probe Data (VPD) — raw sensor data collected from vehicles (not imagery) — and extracts features from it to support map alignment (VPD2 Map Alignment).
The service is polyglot: most components are JVM-based (Java, Scala, Python), but a meaningful part of the aggregation algorithms exist in C++ and C#. These algorithms are containerized (Docker) and plugged into the service so the pipeline can invoke them to process incoming vehicle sensor data. This role will focus on productionizing, maintaining, and enhancing that C++/C# algorithm layer.
This is an extension to an existing, distributed team with members based in India, the US, and Europe. The India-based hires will report to the India engineering manager and work closely with global team members across time zones — not in isolation
What you will do
- Understand, enhance, and extend existing algorithms (written in C++/C#) used to process and align vehicle probe/sensor data (VPD).
- Apply and improve approaches related to map compilation, data filtering, linear algebra, and computational geometry.
- Work on SLAM-style (Simultaneous Localization and Mapping) techniques adapted for the aggregation and map-alignment use case.
- Partner closely with engineers to ensure algorithms can be productionized and containerized correctly, clarifying algorithmic intent where needed.
- Help design test/validation datasets and success criteria for algorithm correctness.
- Collaborate with distributed team members across India, US, and Europe.
What you need for this
The Senior Data Scientist will work on the algorithmic core of the VPD aggregation pipeline — the C++/C# based algorithms used to process raw vehicle sensor data for map alignment. A robotics background, particularly experience with SLAM (Simultaneous Localization and Mapping) based approaches, is strongly preferred, as it maps closely to the techniques used in this domain (localization, mapping, and environment modeling from sensor data).
Required Skills & Experience
- Approximately 5 plus years of experience, at a senior data science / applied-research level.
- Strong programming ability in C++.
- Background in robotics, autonomous vehicles, or drones, with hands-on exposure to SLAM-based approaches.
- Solid foundation in linear algebra and computational geometry as applied to spatial/sensor data problems.
- Experience with algorithmic data filtering and processing of sensor data (not imagery).
Good to Have
- Familiarity with C# in addition to C++.
- Exposure to map compilation or geospatial data pipelines.
- Experience collaborating with engineering teams on productionizing research/algorithmic code.
What it’s like to work at Intellias
At Intellias, where technology takes center stage, people always come before processes. By creating a comfortable atmosphere in our team, we empower individuals to unlock their true potential and achieve extraordinary results. That’s why we offer a range of benefits that support your well-being and charge your professional growth.
We are committed to fostering equity, diversity, and inclusion as an equal opportunity employer. All applicants will be considered for employment without discrimination based on race, color, religion, age, gender, nationality, disability, sexual orientation, gender identity or expression, veteran status, or any other characteristic protected by applicable law.
We welcome and celebrate the uniqueness of every individual. Join Intellias for a career where your perspectives and contributions are vital to our shared success.
Skills
C++
CI/CD
Data
LangChain
