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Artificial Intelligence Developer
In this role, you will have the opportunity to work as a developer with a diverse, multidisciplinary, passionate and globally distributed research team. You'll make it possible for our users to access cutting-edge AI-powered technologies, enabling them to achieve things they've never been able to achieve before.
Saguenay (Québec) or Home Office (Canada or Worldwide)
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The job
Tasks and responsabilities
- Develop, train, refine and deploy multimodal large-scale language models (LLMs) using the Retrieval Augmented Generation (RAG) approach.
- Develop an LLM agent framework to orchestrate RAG applications.
- Apply instruction tuning, reinforcement learning from human feedback (RLHF), and efficient fine-tuning.
- Evaluate and improve the performance of AI models, and conduct analyses to detect and correct biases.
- Maintain model evaluation systems.
- Drive the collection, construction and annotation of specialized datasets, training LLMs for different tasks and applications.
- Promote the improvement of product quality, safety and performance.
- Recognize obstacles to your team’s efficiency and propose and implement solutions.
- Collaborate with various product development and management teams on new features and innovative enhancements.
Your profile
Required Qualifications
- Excellent programming skills in Python with a solid grounding in programming, optimizations and software design.
- Solid understanding of ML/DL techniques, algorithms and tools, particularly CNNs, RNNs (LSTMs) and Transformers (BERT, BART, GPT/T5, LLMs).
- Experience in the development of conversational AI: natural language understanding, natural language generation, dialogue systems, machine translation, etc.
- Experience with training BERT and GPT models, with fluency in PyTorch and NLP techniques.
- Practical experience with information retrieval frameworks such as LlamaIndex, LangChain, FAISS, Haystack, etc.
- Practical skills with MLOps Frameworks such as KubeFlow, MLFlow or AirFlow.
- Ability to work in a highly agile and intensely iterative software development process.
Required Skills and Abilities
- Keep abreast of recent advances in artificial intelligence.
- Master’s degree or PhD in machine learning, artificial intelligence or a related field.
Advantages
At CONFORMiT you have also
- Flexible work schedules (for real!)
- Group insurance (including dental, wow!)
- Sports during lunch breaks
- Team breakfasts and 5 to 7 every month
- The option of working from the “Home Office”
- A pension plan
- An active social club
- A creativity committee that helps you carry out projects outside of your scope of work.
- A salary worthy of your talent
- Shared benefits
- Career counselors and skills development program
- Unlimited coffee and much more!
