Principal Applied Scientist

Neurons Lab

Descrição da oferta:

About The Project

We are seeking to integrate Generative AI into their Marketing and Operations departments. The project involves assessing the feasibility of GenAI applications and developing a Proof of Concept (PoC) to demonstrate the potential of AI integration in their business processes.

Duration: 4 weeks

Stage: Assessment and Proof of Concept

Areas of Responsibility

  • Conduct a comprehensive analysis of current business challenges and opportunities for AI integration
  • Lead the identification and prioritization of GenAI use cases specific to client
  • Perform detailed risk assessments and ROI calculations for proposed AI solutions
  • Design and develop a Proof of Concept for the most promising GenAI application
  • Oversee data collection, preprocessing, and model development for the PoC
  • Collaborate with the AI Delivery Manager to ensure project milestones are met
  • Develop a detailed MVP roadmap and project proposal for full-scale implementation
  • Communicate complex technical concepts to non-technical stakeholders
  • Guide the team in implementing best practices for AI development and deployment

Skills

  • Hands-on machine learning and engineering experience with:
    • Generative AI tools and platforms (GPT, StableDiffusion, etc)
    • Managed solutions (AWS SageMaker, Amazon Bedrock)
    • Custom implementation of GenAI algorithms
  • Experience with large language model fine-tuning and prompt engineering
  • Strong technical documentation development skills
  • Expertise in developing scalable, production-ready AI solutions

Knowledge

  • In-depth knowledge of generative AI, large language models, and their applications
  • Expertise in one or more of the following areas:
    • Natural Language Processing (NLP)
    • Retrieval Augmented Generation (RAG)
    • Information Retrieval and Semantic Search
  • Strong understanding of machine learning fundamentals and deep learning architectures
  • Familiarity with ethical AI practices and responsible AI development

Experience

  • Machine learning and GenAI solution delivery (>5 years)
  • Experience working with large language models and generative AI technologies (>2 years)
  • Independent contractor experience (>2 projects >10k)
  • Bachelor's degree in Computer Science, Artificial Intelligence, Computational Linguistics, or related fields (>4 years)

Terms & conditions

Allocation: 0.5 FTE

Start date: October