AI Scientist at Sonar

Singapore

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Not SpecifiedCompensation

Mid-level (3 to 4 years)Experience Level

Full TimeJob Type

UnknownVisa

TechnologyIndustries

Requirements

Master’s degree (or equivalent) in Computer Science, Engineering, or a related field
At least 3 years of experience as an ML/AI/LLM Engineer or AI Scientist, ideally in Software Engineering
Strong research background in AI, ML, and Software Engineering (SE)
Experience working with generative AI technologies (e.g., GPT-4, BedRock)

Responsibilities

Conduct applied research in integrating AI/LLM techniques with software engineering practices to improve code quality, testing, and software maintenance
Design and implement experimental prototypes to demonstrate the feasibility of new methodologies
Train and fine-tune LLMs (both commercial and open-source) to improve performance
Prepare, analyze, and preprocess large datasets of code used to train LLMs
Collaborate with cross-functional teams, including software engineers and product managers, to translate research findings into practical applications
Stay informed about the latest advancements in AI/ML and software engineering
Participate in code reviews and provide constructive feedback. Implement best practices from DevOps to maintain a readable codebase, testable infrastructure, and documented research artifacts

Skills

Machine Learning

Large Language Models

LLM Fine-tuning

Generative AI

GPT-4

Amazon Bedrock

Software Engineering

DevOps

Data Preprocessing

Code Review

Sonar

Tools for code quality and security

About Sonar

SonarSource provides tools aimed at improving code quality and security for software developers. Its main products include SonarLint, an IDE plugin that gives real-time feedback on code quality; SonarQube, a self-managed solution for comprehensive code analysis and reporting; and SonarCloud, a cloud-based service that offers similar features with the convenience of cloud management. SonarSource operates on a subscription-based model, allowing clients to access its tools through annual subscriptions or usage-based pricing for cloud services. The company serves over 400,000 organizations worldwide, emphasizing the importance of writing clean, maintainable, and secure code. SonarSource's goal is to promote the philosophy of "Clean Code," which enhances the efficiency of development teams and improves the security and reliability of software applications.

Vernier, SwitzerlandHeadquarters

2008Year Founded

$444.6MTotal Funding

LATE_VCCompany Stage

Enterprise Software, CybersecurityIndustries

501-1,000Employees