Principal Generative AI Engineer at AVRillo
Remote, Scotland, United Kingdom -
Full Time


Start Date

Immediate

Expiry Date

14 Oct, 25

Salary

0.0

Posted On

15 Jul, 25

Experience

0 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

No

Skills

Aws, Data Integration, Php, Laravel, Publications, Agent Development, Cs, Azure, Ml, Containerization, Web Apps

Industry

Information Technology/IT

Description

ABOUT AVRILLO

Avrillo leads innovation in Conveyancing. We leverage cutting-edge technology to empower our teams to solve complex, real-world problems. Join us to develop industry-leading AI capabilities.

REQUIRED QUALIFICATIONS

  • Education: Master’s in CS, ML, AI, or related (Ph.D. preferred).
  • Experience: 8+ years in AI/ML development, with 4+ years in Generative AI, LLMs, or AI agent development.
  • Proven Track Record: Successfully designed and deployed complex AI/ML solutions in production, especially domain-specific LLMs.
  • Technical Expertise:
  • Exceptional Python proficiency; experience with PyTorch, TensorFlow, Hugging Face.
  • Extensive experience with LLM fine-tuning, prompt engineering, RAG.
  • Strong NLP background.
  • Proficiency in robust API integrations (AI models to web apps).
  • Solid understanding of software engineering fundamentals and MLOps/DevOps (version control, containerization, CI/CD).
  • Experience with cloud platforms (AWS, Azure, GCP).
  • PHP Laravel Integration: Significant hands-on experience with PHP and Laravel for API integration.
  • Skills: Superior analytical, problem-solving, and communication abilities.

PREFERRED QUALIFICATIONS

  • Experience in conveyancing or regulated industries.
  • Multi-modal data integration.
  • Familiarity with LangChain, Pinecone, ChromaDB.
  • Ability to lead and mentor.
  • Contributions to open-source AI, publications, or patents.
Responsibilities
  • LLM Development & Specialization: Design and implement state-of-the-art LLMs with an NLP focus. Fine-tune models (GPT, BERT, Llama) for domain-specific capabilities.
  • Data-Centric AI: Lead data strategy, curation, and preprocessing for LLM training. Implement robust data pipelines to optimize model performance.
  • Production AI Systems: Architect and maintain scalable, high-performance AI systems for LLM deployment. Ensure reliability and security through testing and monitoring.
  • Enterprise Integration: Design robust API integrations connecting LLMs with our PHP Laravel application. Ensure secure, asynchronous data exchange.
  • AI Agent Evolution: Drive LLM evolution into intelligent AI agents, automating workflows and decision-making. Explore advanced techniques (tool use, function calling, RLHF).
  • Technical Leadership: Provide guidance, mentorship, and collaborate with cross-functional teams to deliver innovative AI solutions.
  • Continuous Innovation: Stay current with Generative AI, LLM, and AI agent advancements.
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