17 Apr
|
Eleks
|
Quebec City
Apply on Kit Job: kitjob.ca/job/2fslsb
REQUIREMENTS
- 7+ years of experience in data science, machine learning, or AI engineering
- 3+ years in a senior or principal-level architectural role
- Strong proficiency in Python and common ML/AI frameworks (TensorFlow, PyTorch, Scikit-Learn, transformers libraries)
- Hands-on experience with:
- Cloud AI services (AWS Sagemaker, Azure ML, GCP Vertex AI)
- Data engineering tools (Spark, Databricks, Airflow, Kafka)
- LLM architectures, fine-tuning, embeddings, vector stores (FAISS, Pinecone, Weaviate)
- MLOps tools (MLflow, Kubeflow, DVC, CI/CD pipelines)
- Solid understanding of distributed computing, APIs, microservices, and containerization (Docker, Kubernetes).
PERSONAL CHARACTERISTICS
- Strong communication skills and ability to translate complex technical concepts for non-technical audiences
- Strategic mindset with experience influencing product and technical decisions
- Ability to lead, mentor, and partner effectively across teams
- Passion for innovation, experimentation, and continuous improvement
RESPONSIBILITIES
- Architecture & Strategy
- Design end-to-end AI/ML architectures, including data ingestion pipelines, feature stores, model training, deployment patterns, and monitoring frameworks
- Lead the evaluation and selection of AI/ML tools, frameworks, cloud components, and platforms
- Define standards, best practices, and governance frameworks for responsible AI usage
- Partner with product and engineering leadership to shape the long-term AI roadmap
- Technical Leadership
- Provide expert guidance across the full ML lifecycle:
data preparation, modeling, experimentation, optimization, deployment, monitoring
- Architect scalable solutions using Python-based ML stacks (e.g., TensorFlow, PyTorch, Scikit-Learn) and contemporary cloud environments (AWS, Azure, GCP). Support the development of LLM-based applications, vector database architectures, and retrieval-augmented generation (RAG) systems
- Evaluate new AI capabilities (e.g., agent frameworks, fine-tuning strategies, MLOps automation)
- Execution & Delivery
- Oversee the technical design of AI projects and ensure solution quality, reliability, and security
- Work with cross-functional teams to define clear success metrics for AI initiatives
- Conduct architecture reviews, code reviews, and technical deep dives
- Mentor engineers and data scientists to elevate technical excellence.
WHAT YOU WILL GET WITH ELEKS
- Close cooperation with a customer
- Challenging tasks
- Competence development
- Team of professionals
- Dynamic environment with a low level of bureaucracy
ABOUT
ELEKS is a custom software development company. We deliver value to our clients, thanks to our expertise and experience gained from working as a software innovation partner since 1991.
Our 2000+ professionals located in the Delivery Centers across Eastern Europe and sales offices in Europe and North America, provide our clients with a full range of software engineering services. These include product development, QA, R&D;, design, technology consulting and dedicated teams.
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Apply on Kit Job: kitjob.ca/job/2fslsb
📌 AI/ML Architect (Quebec City)
🏢 Eleks
📍 Quebec City