
Research Software Engineer
2 days ago
We are looking for a skilled professional to join our team as an AI Research Engineer. This role offers the opportunity to conduct cutting-edge research, develop novel algorithms, and contribute to developing software tools that enhance system performance, reliability, and flexibility.
As an AI Research Engineer, you will work on pioneering projects that advance the application of AI and ML within software engineering. Your work will directly impact the efficiency and effectiveness of our AI products, enabling developers to spend less time fixing issues and more time innovating.
Key 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 feasibility of new methodologies.
- Training and fine-tuning LLMs (both commercial and open-source) to improve performance.
- Implement and maintain pipelines to collect high-quality large datasets to train/finetune LLMs.
- 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 to identify emerging trends and opportunities for innovation.
- Participate in code reviews and provide constructive feedback to other developers/researchers.
- Implement best practices from DevOps to maintain a readable codebase, testable infrastructure, and documented research artifacts.
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