About the role
We are looking for an AI/ML Engineer who can use AI to empower people with disabilities. The AI/ML Software Engineer will design and build software tools that incorporate AI/ML techniques to automate open-ended tasks, assist the internal team, and improve external user interactions. This role involves developing solutions such as chatbots, intelligent memory agents, knowledge retrieval systems, and AI-driven data processing.
Responsibilities
- Design and build software systems integrating AI/ML techniques to automate tasks and enhance user experience
- Collaborate on system architecture, workflows, and agent design decisions
- Contribute to technical decision-making for data processing, retrieval strategies, and system integration
- Evaluate and apply appropriate techniques, including LLM and non-LLM approaches
- Develop testing and evaluation pipelines for AI/ML systems
- Create unit and integration tests for AI-enabled workflows and data pipelines
- Improve system performance, including accuracy, latency, and cost efficiency
- Support deployment of AI/ML applications in cloud environments
- Deliver production-grade systems aligned with requirements
- Document system designs, workflows, and technical decisions
- Stay current with AI/ML advancements and apply them within project constraints
Requirements:
- At least 3 years of experience in data science, machine learning, or applied AI development.
- Python proficiency for backend services, APIs, and data pipelines.
- Experience with LLMs, embeddings, and RAG systems.
- Fine-tuning language or embedding models.
- AI system testing, evaluation pipelines, and synthetic data usage.
- Experience with system architecture and technical decision-making.
- Experience with production software, version control, and containerization.
- Excellent communication skills and ability to lead technical discussions.
Nice to have:
- Experienced with Flutter development and Dart programming.
- Graph databases and graph-based retrieval techniques.
- Full-stack capabilities with strong problem-solving skills.
- Experience with distributed systems.
- Passion for creating technology with a positive social impact.