AI Engineer
| Company | Writer |
|---|---|
| Location | New York, NY, USA |
| Salary | $Not Provided – $Not Provided |
| Type | Full-Time |
| Degrees | Bachelor’s |
| Experience Level | Senior, Expert or higher |
Requirements
- Bachelor’s degree in Computer Science, Engineering, Mathematics, related field, or equivalent experience
- High level of coding proficiency using Python
- 5+ years of professional experience in software engineering, AI/ML development
- Proficiency with production software (Python) and systems design
- Machine learning algorithms and model development techniques
- ML lifecycle tools like MLflow, dvc, weights & biases
- Cloud deployment of ML systems
- Professional experience with LLMs and large-scale models
- Very strong software engineering skills with a track record of building scalable, distributed product machine learning systems
- Strong analytical and problem-solving skills
- Ability to communicate complex ideas and concepts effectively
- Ability to work independently and collaboratively
Responsibilities
- Collaborate closely with our broader engineering team, data scientists, and AI engineers to evolve our software architecture as we productize new AI-powered capabilities
- Evaluate the performance of AI models & systems through rigorous testing and experimentation
- Deploy LLM-based applications in production, evaluating and improving their performance over time
- Collaborate with our skilled software engineers to seamlessly integrate AI-powered capabilities into production systems, ensuring scalability and efficiency
- Stay up-to-date with the latest advancements in AI and machine learning research, and proactively suggest improvements to enhance our generative AI capabilities
- Collaborate closely with cross-functional teams to understand business requirements and translate them into innovative AI solutions
- Own the design, implementation, and maintenance of robust and scalable production retrieval and agentic systems
- Implement strong testing and CI/CD practices that help us move with confidence in our AI system development
Preferred Qualifications
- Experience building scalable applications with LLMs, using frameworks such as LangChain, LlamaIndex, Hugging Face, etc
- Depth of knowledge with RAG implementation and improvements