Principal Software Architect in Machine Learning
1 week ago
Unlock the Future of Intelligent Robots
Pioneer robotics innovation as a Senior Software Engineer on our Robotic Reasoning team, where your expertise in RAG and AI technologies will shape the destiny of intelligent robots.
This is a unique opportunity to lead the development and optimization of advanced RAG pipelines and integrations for AI-driven robotic solutions.
You'll work with Large Language Models (LLMs), RAGs, and other groundbreaking technologies in NLP and Machine Learning to drive the future of intelligent robotics.
Key Responsibilities:- Develop, design, and implement robust RAG pipelines that enhance the planning and memory capabilities of our robots to adapt in real-time.
- Integrate LLM-based solutions, databases, and diverse sensor inputs within our AI systems.
- Improve data flow and modular system integrations to support advanced information processing and retrieval.
- Build and maintain logging and monitoring systems to ensure optimal performance.
- Advanced degree in Computer Science, Data Engineering, AI, or a related field.
- Proven experience with RAG pipeline frameworks and orchestration tools like LlamaIndex, LangChain, Spark, Kafka, and Airflow.
- Strong proficiency in Python and various database systems (e.g., MongoDB, Pinecone, Elasticsearch, pgvector, Neo4j).
- Deep understanding of LLM-as-a-service and cloud technologies like OpenAI, AWS, Google Cloud, and Azure.
- Familiarity with Machine Learning and Deep Learning technologies.
- Experience in Semantic Mapping and simulation environments.
- Working knowledge of ROS and its application in data systems.
- Expertise in data Structures, algorithms, and system design.
Offices based in London - hybrid working. Relocation opportunities available. Competitive salary + benefits.
Join us as we reshape the future of robotics, creating AI-driven systems that revolutionise the way robots interact with the world. If you're passionate about working on the latest AI technologies and eager to be part of a fast-paced, innovative team, we want to hear from you.
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