About Ampliwork, Inc
Ampliwork builds Enterprise-Grade AI Agents that amplify Human Potential™ to drive
business productivity and growth since 2017. Ampliwork’s AI Agents streamline complex
multi-step workflows in highly regulated industries such as Financial Services.
About The Role
As a Applied AI Engineer, you will be instrumental in designing, building, and scaling our enterprise-level systems. Your expertise will be crucial in developing cutting-edge solutions that leverage the latest in AI and machine learning.
What You'll Do
- Lead the design and development of robust, scalable, and cloud-native software architectures.
- Implement complex features and functionalities using Python and modern development frameworks and best practices.
- Develop sophisticated Agentic Workflows leveraging leading industry frameworks.
- Apply your deep understanding of Deep Learning concepts (e.g., Stochastic Gradient Descent, Backpropagation) and Machine Learning fundamentals (e.g., clustering, classification, regression, tree-based algorithms) to solve real-world problems.
- Design scalable user interface using latest JavaScript frameworks.
- Leverage your knowledge of Natural Language Processing (NLP) fundamentals (e.g., BERT, Bag-of-Words, Part-of-speech tagging, entity recognition, sentiment analysis) to extract insights from diverse datasets.
- Drive the implementation of Generative AI solutions, demonstrating expertise in Transformer models, embeddings, tokenization, prompt engineering, prompt tuning, and a thorough understanding of Retrieval Augmented Generation (RAG) pipelines.
- Strategize and implement various data chunking strategies and work with diverse vector database technologies and their underlying similarity search techniques.
- Optimize RAG pipelines and ensure system observability and monitoring using MLOps practices and relevant tools.
- Utilize and evaluate solutions with various AI model evaluation methodologies and tools.
- Navigate and prioritize multiple complex requirements in a fast-moving environment.
- Contribute to a positive and collaborative team culture, driving innovation and continuous improvement.
What We're Looking For
- Junior & Mid-level experience as a hands-on software engineer, with a proven track record of building and deploying enterprise-level, cloud-native, and scalable systems.
Even better if you have
- Experience developing multi-agent systems and implementing Agentic reasoning design patterns like ReAct, Plan and Solve Prompting, or Program Aided Reasoning (PAR).
- Demonstrated work on Text-to-SQL, function/tool calling, and integrations with external third-party tools.
- Experience with Small Language Model (SLM) fine-tuning on domain-specific data and embedding model tuning.
- Understanding of agentic protocols like Model Context Protocol (MCP) and A2A.
- Experience with web development using latest JavaScript frameworks for building robust user interfaces.
Employment Type:
Full-Time
Years of Experience:
2 - 5 Years
Salary Range:
$100K - $160K CAD
Work Location:
1275 Av. des Canadiens-de-Montréal L'Avenue, Montreal, Canada -
Hybrid
(2 days a week in office)
Why Join Us
We offer a collaborative and dynamic work environment where your contributions will directly impact our business. You'll have the opportunity to grow professionally and gain valuable hands-on experience in AI and machine learning.
If you're a motivated and detail-oriented individual who's eager to contribute to cutting-edge technology, we encourage you to apply.
