The Role
Design, build, tune, and deploy GenAI and LLM-based applications using RAG pipelines, vector databases, and agentic frameworks. Implement prompt engineering, integrate models with enterprise systems, process large unstructured data, and establish MLOps/CI-CD pipelines on cloud/container platforms for production-scale deployments.
Summary Generated by Built In
Cprime is an AI-first, human-centered partner, combining strategic consulting with industry-leading platforms to drive innovation, enhance efficiency, and shift enterprise toward AI native thinking. Founded in 2003 and headquartered in the US, our clients span the globe and include more than 300 of the Fortune 500 companies. We bring deep expertise across Atlassian, IBM Apptio, ServiceNow, cloud, data, and enterprise agility to enable intelligent enterprises where people and AI orchestrate as one.
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Position: AI Engineer
Location: Mississauga, ON- Canada (Onsite).
Type of hire: Contract
Role Overview
8-10 years of relevant experience in Apps Development or systems analysis role.
- Core AI/ML Foundations:
- Strong foundational knowledge in GenAI , Machine Learning (ML modeling), Data Science, Statistics, and AI fundamentals, including Natural Language Processing (NLP), Neural Networks, and Large Language Models (LLMs).
- Generative AI & LLM Expertise:
- Extensive hands-on experience with leading LLMs such as Google Gemini, OpenAI models, Anthropic Claude, Mistral, Llama, and various other open-source LLMs.
- Critical: Deep working knowledge and hands-on experience with Retrieval-Augmented Generation (RAG) pipelines, including advanced RAG techniques and their detailed implementation.
- Proven ability to build, tune, and deploy LLM-based applications using platforms like Vertex AI, Hugging Face, etc.
- Expertise in developing robust prompt engineering strategies, prompt tuning, and creating reusable prompt templates.
- Hands-on experience with agentic framework-based use case implementation.
- Working knowledge of Guardrails and methodologies for assessing the performance and safety of GenAI features.
- Programming & Data Engineering:
- Strong programming proficiency in Python is a must, including extensive experience with libraries such as Pandas, NumPy, scikit-learn, PyTorch, TensorFlow, Transformers, FastAPI, Seaborn, LangChain, and LlamaIndex.
- Proficiency in integrating generative AI with enterprise applications using APIs, knowledge graphs, and orchestration tools.
- Hands-on experience with various vector databases (e.g., PG Vector, Pinecone, Mongo Atlas, Neo4j) for efficient data storage and retrieval.
- Experience in dealing with large amounts of unstructured data and designing solutions for high-throughput processing.
- Deployment & MLOps:
- Critical: Hands-on experience deploying GenAI-based models to production environments.
- Strong understanding and practical experience with MLOps principles, model evaluation, and establishing robust deployment pipelines.
- Strong expertise in CI/CD principles and tools (e.g., Jenkins, GitLab CI, Azure DevOps, ArgoCD) for automated builds, testing, and deployments.
- Cloud & Containerization:
- Proven experience with container orchestration platforms like OpenShift or Kubernetes for deploying, managing, and scaling containerized applications in a cloud-native environment.
- Soft Skills:
- Strong problem-solving abilities, excellent collaboration skills for working effectively with cross-functional teams, and the capability to work independently on complex, ambiguous problems.
Third party candidates will not be considered for this opportunity. Cprime does not accept unsolicited agency resumes. Please do not forward resumes to our jobs alias, Cprime employees, or any other company location. Cprime is not responsible for any fees related to unsolicited resumes.
What We Believe In
At Cprime we believe in facilitating social justice action internally, in industry, and within our communities. We believe part of our mission is to expand the minds, hearts, and opportunities of our Cprime teammates and within the broader community to include those who have been historically marginalized.
Equal Employment Opportunity Statement
Cprime is an equal-opportunity employer that is committed to diversity and inclusion in the workplace. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability status, protected veteran status, or any other characteristic protected by federal, state, or local laws.
Skills Required
- 8-10 years relevant experience in apps development or systems analysis
- Strong foundational knowledge in GenAI, ML modeling, data science, statistics, NLP, neural networks, and LLMs
- Extensive hands-on experience with LLMs (Google Gemini, OpenAI, Anthropic Claude, Mistral, Llama, open-source LLMs)
- Deep working knowledge and hands-on experience with Retrieval-Augmented Generation (RAG) pipelines
- Proven ability to build, tune, and deploy LLM-based applications on platforms like Vertex AI and Hugging Face
- Expertise in prompt engineering, prompt tuning, and creating reusable prompt templates
- Hands-on experience with agentic framework-based use case implementation
- Knowledge of Guardrails and methodologies for assessing performance and safety of GenAI features
- Strong programming proficiency in Python and experience with Pandas, NumPy, scikit-learn, PyTorch, TensorFlow, Transformers, FastAPI, Seaborn
- Experience with LangChain and LlamaIndex
- Hands-on experience with vector databases (PG Vector, Pinecone, MongoDB Atlas) and graph DBs (Neo4j)
- Experience integrating generative AI with enterprise applications using APIs and knowledge graphs
- Experience designing solutions for processing large amounts of unstructured data and high-throughput processing
- Hands-on experience deploying GenAI-based models to production and strong MLOps expertise
- Practical experience with CI/CD tools and principles (Jenkins, GitLab CI, Azure DevOps, ArgoCD)
- Proven experience with container orchestration platforms such as OpenShift or Kubernetes
- Strong problem-solving and collaboration skills; able to work independently on ambiguous problems
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The Company
What We Do
Cprime is a global consulting firm helping transforming businesses get in sync. We help visionary business leaders compose solutions, execute implementations, and perform against business goals. As a leading global Agile, product, and technology solutions provider, our industry-leading software and talent solutions work together in synergy to deliver transformations.
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