Sonar

LLM Engineer

Singapore

Not SpecifiedCompensation
Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
AI & Machine Learning, Enterprise Software, Data & AnalyticsIndustries

Requirements

Candidates should possess a Master's degree (or equivalent) in Computer Science, Engineering, or a related field, and at least three years of experience as an ML/AI/LLM Engineer, ideally within a Software Engineering context. A strong research background in Artificial Intelligence, Machine Learning, and Software Engineering is required, along with experience working with generative AI technologies such as GPT-4 and BedRock.

Responsibilities

The LLM Engineer will conduct applied research in integrating AI/LLM techniques with software engineering practices to improve code quality, testing, and software maintenance. They will also design and implement experimental prototypes, train and fine-tune LLMs, implement and maintain data pipelines, prepare and analyze large datasets of code, collaborate with cross-functional teams, stay informed about advancements in AI/ML, and participate in code reviews while implementing best practices from DevOps.

Skills

LLM
AI
ML
Python
Data Preprocessing
Dataset Collection
LLM Training
LLM Fine-tuning
Software Engineering
Code Quality
DevOps
Code Review
Experiment Design

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.

Key Metrics

Vernier, SwitzerlandHeadquarters
2008Year Founded
$444.6MTotal Funding
LATE_VCCompany Stage
Enterprise Software, CybersecurityIndustries
501-1,000Employees

Benefits

Flexible Work Hours
Hybrid Work Options
Professional Development Budget

Risks

Tidelift acquisition may cause integration challenges, disrupting Sonar's operations.
Cultural challenges may affect the partnership with Adactin in Australia.
New distribution agreement with QBS Software may lead to channel conflicts.

Differentiation

SonarSource supports over 30 programming languages, offering broad compatibility for developers.
SonarLint provides real-time feedback in IDEs, enhancing code quality during development.
SonarQube and SonarCloud offer comprehensive code analysis, ensuring high standards for codebases.

Upsides

Sonar's acquisition of Tidelift enhances its open source software security capabilities.
Partnership with Adactin expands Sonar's reach in the Australian market.
Integration with AI-driven tools boosts Sonar's code quality assessment efficiency.

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