Data Scientist: NLP & Generative AI
Avanciers Inc.Full Description
Avanciers is a premier IT Staffing/Consulting organization and we are currently recruiting for a contract role for one of our premier client in Canada for Data Scientist: NLP & Generative AI.
This is a Remote role and client is actively hiring for this position.
Role: Data Scientist: NLP & Generative AI
Location: Remote
Duration: 6+ Weeks
As a Data Scientist specializing in NLP and Generative AI, you will architect and refine the next generation of language solutions. This role focuses on the end-to-end lifecycle of Large Language Models (LLMs)—from initial prompt engineering and embedding strategy to the deployment of sophisticated Retrieval-Augmented Generation (RAG) workflows.
You will be responsible for bridging the gap between raw text data and actionable intelligence, ensuring model outputs are high-quality, contextually accurate, and performant through rigorous evaluation and fine-tuning.
Core Responsibilities
LLM Architecture & Workflow Design:
Build and optimize RAG pipelines to ground generative models in proprietary data, utilizing embeddings and semantic similarity to improve retrieval accuracy and context relevance.
Prompt Engineering & Text Generation:
Develop and iterate on complex prompting strategies to steer model behavior, ensuring creative, safe, and precise text generation across diverse use cases.
Model Optimization:
Lead model evaluation and tuning efforts (e.g., RLHF, PEFT/LoRA) to enhance domain-specific performance, reduce hallucinations, and optimize inference costs.
NLP Research & Implementation:
Apply advanced NLP techniques to solve business challenges involving sentiment analysis, entity recognition, and multi-modal integration.
Technical Proficiencies
Generative AI:
Expert-level knowledge of LLM frameworks (LangChain, LlamaIndex) and model providers (OpenAI, Anthropic, Hugging Face).
Vector Operations:
Mastery of embeddings and vector databases (Pinecone, Milvus, Weaviate) for high-dimensional search and semantic similarity.
Performance Metrics:
Proficiency in evaluating language models using both automated benchmarks (ROUGE, BLEU, G-Eval) and human-in-the-loop frameworks.
Artificial Intelligence (AI) Disclosure
* We use AI-enabled tools to assist in screening applications based on job-related criteria.
Our Commitment to Diversity and Inclusion
Avanciers Incorporated is an equal opportunity employer committed to creating an inclusive and accessible workplace. We welcome applications from all qualified individuals regardless of race, color, religion, sex, sexual orientation, gender identity, national origin, disability, age, or any other protected characteristic. We are committed to providing accessible employment practices that comply with the Accessibility for Ontarians with Disabilities Act (AODA).
Important Information for Applicants
* Only candidates selected for an interview will be contacted
* Proof of qualifications may be requested
* Background checks may be conducted as part of the hiring process
* Avanciers Incorporated does not use Canadian Social Insurance Numbers (SIN) during the application process
Avanciers Incorporated thanks all applicants for their interest; however, only those selected for an interview will be contacted.
Avanciers Incorporated
www.avanciers.com