Big Data: Apache Spark, Hadoop Scala/Java What are the top 3 skills required for this role? 1.

Agentic AI, LLM, RAG Pipelines 2. MLOps Automation (CI/CD, data validation, model deployment, monitoring, drift detection) 3.

Git

Hub/Git

Hub Actions, Docker, Kubernetes Responsibilities: Build and maintain scalable batch and streaming data pipelines for ingestion, transformation, and curation Design and optimize data models, feature stores, and storage patterns for AI/ML workloads Implement Data

Ops and MLOps automation (CI/CD, data validation, model deployment, monitoring, drift detection) Design, build, and optimize agentic AI systems and LLM-powered applications (RAG pipelines, agent orchestration) Develop and integrate AI services into secure, production-grade environments Design and implement AI systems architecture best practices and standards across the organization Build scalable, resilient cloud and on-premise systems for hosting AI/LLM applications Provide infrastructure design, optimization, and monitoring support Translate business requirements into technical solutions through cross-functional collaboration Ensure code quality, system reliability, scalability,



and observability Expectations / Skillset Required: Advanced Python proficiency with solid software engineering fundamentals (version control, testing, code reviews) Proficiency in SQL and distributed computing (Spark, distributed systems) Deep experience with data modeling and feature engineering across the ML lifecycle Hands-on experience building LLM applications, RAG pipelines, and agentic AI frameworks (Lang

Chain/Lang

Graph preferred) Expertise designing distributed systems at enterprise scale Strong CI/CD and Dev

Ops knowledge (Git

Hub/Git

Hub Actions, Docker, Kubernetes) Experience with event streaming platforms (Kafka) Demonstrated ability to design and deploy hybrid cloud and on-premise systems (AWS, Azure) Excellent collaboration and communication skills across engineering, research, and product teams Self-directed problem-solving mindset and ability to navigate enterprise complexity Master''s degree in Computer Science, Software Engineering, or related field with 5+ years in data/software/ML/AI engineering (preferred) UI development expertise with React and Java

Script (a plus)

📌 Gen AI Developer (Halifax Regional Municipality)
🏢 J M Group
📍 Halifax Regional Municipality