Remote AI Developer - LLMs, RAG & Multimodal

CONFORMiT; Saguenay; Híbrido; CAD 80.000 - 110.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Flexible work schedules

Group insurance (including dental)

Sports during lunch breaks

Team breakfasts and monthly socials

Home Office option

Pension plan

Active social club

Creativity committee for projects

Salary worthy of talent

Unlimited coffee

Descripción de la vacante

A leading company is seeking a developer to work with a global research team on cutting-edge AI technologies. This role involves developing language models and requires strong programming skills in Python, alongside expertise in machine learning and AI techniques. The environment is highly collaborative and innovative, offering flexible work options and numerous benefits.

Formación

• Strong programming skills in Python with experience in ML/DL algorithms.
• Familiar with conversational AI techniques and tools.
• Experience in training BERT and GPT models with practical use of PyTorch.

Responsabilidades

• Develop, train, refine, and deploy multimodal large-scale language models.
• Evaluate AI model performance and correct biases.
• Collaborate with product development teams on innovative features.

Conocimientos

Python

ML/DL techniques

Natural Language Understanding

Natural Language Generation

Dialogue Systems

Educación

Master’s degree in machine learning

PhD in artificial intelligence

Herramientas

PyTorch

KubeFlow

MLFlow

AirFlow

LlamaIndex

LangChain

FAISS

Haystack

Descripción del empleo

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) Apply

• 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.
• 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!

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