Senior Software Engineer (AI Engineering)

1 г. назад

SingaporeWorldwideSeniorOnsite

aimlsoftware developmentdata pipelinestestingintegration testingperformance testing

Develop and maintain AI/ML applications, services, and data pipelines supporting production AI at scale.

As a Software Engineer in the AI Engineering team, you will develop, deploy and maintain applications, AI/ML services (e.g. LLM services) and data pipelines that support production AI services at scale as well as provide development tooling for our data scientists and product engineers. You will be responsible for designing and developing them in a performant, reliable and maintainable manner while leveraging pragmatic unit, integration and performance testing.

Influence the roadmap and development of applications and pipelines
Deploy and maintain performant AI/ML services
Design, develop, deploy and maintain high-quality code following engineering and testing best practices
Work with data scientists, product engineers and users to enable new AI capabilities

Background in quantitative field (e.g. Engineering, Computer Science, Mathematics, Physics etc) and 3 or more years of relevant work experience
Proficiency in Python, Java or similar programming languages
Practical experience with databases such as RDBMS, NoSQL, vector scores
Experience in software deployment, including with tools for CI/CD and other deployment processes
Familiarity with containerization and container orchestration platforms (e.g. Docker, Kubernetes)
Good understanding of domain-driven design, microservice patterns and service-oriented architectures
Technical leadership experience such as mentoring other engineers or driving collaborations with other engineering teams

Experience with Python web frameworks (e.g. Flask, FastAPI)
Experience in designing and maintaining data pipelines with high reliability/throughput requirements
Experience with deploying and maintaining AI/ML services (e.g. deploying LLM services via vLLM) for high reliability/throughput use cases