Embedded AI Data Scientist
Share
Job Location:
Monthly Salary:
Posted on:
3 hours ago
Vacancies:
1 Vacancy
Job Summary
Were looking for a data scientist to deploy machine learning models on edge devices wearables and mobile robotics platforms. Youll optimise our models to run efficiently on resource-constrained hardware focusing on minimal latency reduced power consumption and compact model architectures.
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 Candletchrs 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
Additional Information :
Additional Information:
This is a full-time position.
We offer competitive salary packages and benefits.
Professional growth and learning opportunities will be provided.
A positive and collaborative work environment awaits you.
If you are passionate about contributing to the exciting field of generative AI and creating innovative applications that push the boundaries of technology we would love to hear from you.
Apply now to embark on an exciting journey as an Embedded AI Data Scientist and be part of a cutting-edge research and development and creating exceptional digital experiences for our clients. Please submit your resume and portfolio showcasing your development work.
Remote Work :
No
Employment Type :
Full-time
Key Skills
- Laboratory Experience
- Immunoassays
- Machine Learning
- Biochemistry
- Assays
- Research Experience
- Spectroscopy
- Research & Development
- cGMP
- Cell Culture
- Molecular Biology
- Data Analysis Skills
About Company
Version 1 has celebrated over 26 years in Technology Services and continues to be trusted by global brands to deliver solutions that drive customer success. Version 1 has several strategic technology partners including Microsoft, AWS, Oracle, Red Hat, OutSystems and Snowflake. Were a ... View more
