Hardware Internship Program - Edinburgh, On-site at Nethermind

Edinburgh, Scotland, United Kingdom

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Not SpecifiedCompensation

InternshipExperience Level

InternshipJob Type

UnknownVisa

Biometrics, Blockchain, Hardware Security, CryptographyIndustries

Requirements

Machine Learning Engineers with expertise in computer vision, biometric recognition, 3D reconstruction, or anti-spoofing techniques
Embedded developers experienced with Yocto, deploying on embedded systems, or working with Trusted Execution Environments
Electronics Engineers experienced with sensor systems, power optimisation, PCB design, tamper prevention, or penetration testing
Manufacturing Engineers with knowledge of secure manufacturing processes or experience in component sourcing
MPC & ZKP Engineers skilled in designing privacy-preserving protocols for biometric verification or secure enclave integration
Optical Engineers with experience in advanced imaging methods, preferably with biometric experience
Helpful experience: Biometric data acquisition and processing, applied cryptography for secure hardware, industrial design with a security focus, hardware security evaluation and testing
Passion for biometric hardware, cryptography, and building secure systems

Responsibilities

Research and develop computer vision techniques for low-cost 3D biometric reconstruction to improve matching accuracy and spoof detection
Develop continual learning methods to adapt CNNs for biometric verification without storing raw data, using flow or score-matching models for privacy-safe synthetic data
Implement secure pipelines where camera capture, CNN inference, encryption, and attestation occur inside a TEE
Design and test methods to identify presentation attacks attempting to fool the biometric system
Explore alternative imaging approaches to reduce power consumption, enable device miniaturisation, and enhance image quality
Design hardware and manufacturing methods to ensure robustness against physical tampering or counterfeiting
Review form factor, component selection, assembly, and test fixture processes to reduce cost and improve user experience
Work with the research team to incorporate MPC and ZKP protocols to enhance biometric data security
Build and train models for biometric feature extraction, matching, 3D reconstruction, and anti-spoofing
Explore privacy-preserving ML flows for improving CNNs in production without storing training data
Work on tamper prevention, modular component design, power optimisation, and miniaturisation for biometric devices
Apply secure manufacturing techniques and security engineering to prevent and detect physical intrusion
Implement MPC, ZKP, and TEE-based processing to ensure biometric data never leaves the secure environment in raw form
Develop firmware to integrate sensors, cryptographic modules, embedded deployment (Yocto), and secure data pipelines
Research and test imaging methods that reduce power draw while enhancing accuracy and reliability
Design, build, and evaluate hardware prototypes for accuracy, reliability, and security

Skills

Computer Vision

3D Reconstruction

CNN

Continual Learning

Score-Matching Models

TEE

MPC

ZKP

Biometric Image Processing

Anti-Spoofing

Cryptography

Machine Learning

Nethermind

Blockchain solutions for Ethereum network

About Nethermind

Nethermind.io focuses on blockchain solutions, particularly for the Ethereum network, offering services like a customizable Ethereum client, smart contract development, and security audits. They also research Layer 2 scaling solutions to improve transaction speed and develop Maximal Extractable Value (MEV) solutions for fair transaction processing. Their unique offerings include open-source tools like Warp for deploying smart contracts on StarkNet and the Voyager block explorer for interacting with StarkNet. The goal is to empower developers and enterprises to effectively use decentralized technologies while generating revenue through service fees and consulting.

London, United KingdomHeadquarters

2017Year Founded

$535KTotal Funding

GRANTCompany Stage

Cybersecurity, Crypto & Web3Industries

201-500Employees

Benefits

Hybrid Work Options

Remote Work Options

Risks

Competition from Ethereum client developers like Geth and Besu may impact market share.

Rapid blockchain evolution requires Nethermind to continuously innovate and adapt.

Potential security vulnerabilities in Warp transpiler could expose clients to risks.

Differentiation

Nethermind offers a high-performance Ethereum client, enhancing blockchain interaction efficiency.

Their Warp transpiler aids developers in deploying smart contracts on StarkNet.

Nethermind's security audits ensure blockchain applications are secure and free from vulnerabilities.

Upsides

Increased interest in Ethereum Layer 2 solutions boosts demand for Nethermind's tools.

Partnership with EigenLayer enhances Nethermind's influence in the Ethereum ecosystem.

zkSync Era Remix Plugin development attracts more developers to Nethermind's platform.

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