**Experience:*7-12 Years

**Duration:** Permanent

**Location:** Bangalore

**Shift:** General shift

please immediately send your profile to apply@sanaari.net.

**Job Description:*

** Embedded AI Data Scientist **

Key Responsibilities

Deploy and optimise machine learning models for embedded systems and edge devices
Implement efficient inference pipelines in Rust using any of the following Burn, Candle,tchrs, RustBERT, nnl, rustorch, rustyml framework
Reduce model size and computational requirements through quantisation, pruning, and distillation
Minimise latency in real-time systems whilst maintaining model performance
Profile and optimise memory usage and power consumption for battery-powered devices
Collaborate with robotics engineers to integrate ML models into hardware platforms
Benchmark performance across different embedded processors and accelerators

Essential Requirements

Strong data science background with practical ML model development experience
Proficiency in Rust for systems programming and embedded applications
Strong Python proficiency enabling quick experimentation and prototyping.
Experience with any of: Burn, Candle, tchrs, RustBERT, nnl, rustorch, rustyml or willingness to work extensively with Rust-native deep learning frameworks
Experience with model optimisation techniques (quantisation, pruning, knowledge distillation)
Understanding of embeddings and their efficient representation
Knowledge of edge ML frameworks and deployment strategies
Experience with robotics platforms or embedded Linux systems
Understanding of hardware constraints (memory, compute, power)
Experience with cloud platforms such as Azure or AWS.

Qualifications

Desirable Skills

Experience with ARM processors, microcontrollers, or specialised ML accelerators
Knowledge of ROS (Robot Operating System) or similar robotics middleware
Familiarity with sensor fusion and real-time processing
Experience with wearable device development
Understanding of battery management and power-efficient computing
Contributions to Rust ML ecosystem or embedded Rust projects

Embedded AI Data Scientist