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JSR Tech Consulting · 1 day ago

Lead Machine Learning Engineer

New Jersey, United States

Contract

Hybrid

Senior Level, Lead/Staff

$70/hr - $90/hr

5+ years exp

JSR Tech Consulting is a financial firm seeking a highly skilled Lead Machine Learning Engineer with a focus on Generative AI. The role involves deploying and maintaining GenAI models in production, building efficient data pipelines, and ensuring the scalability and reliability of GenAI solutions.

Information ServicesInformation Technology

Responsibilities

Model Deployment & Maintenance: Focus on deploying, monitoring, and maintaining GenAI models in production, ensuring they function reliably in real-world settings

Data Engineering: Build and maintain efficient data pipelines and storage solutions that support model operations

Infrastructure Management: Utilize cloud platforms (AWS, Azure, GCP) for model deployment, containerization (Docker), orchestration (Kubernetes), and infrastructure as code (Terraform/CloudFormation)

DevOps & Automation: Develop CI/CD pipelines, manage version control (Git), and automate deployment processes for seamless operational efficiency

Security & Monitoring: Implement secure coding practices, authentication, authorization, and set up robust monitoring and alerting systems for both infrastructure and model performance

Generative AI Expertise: Deep understanding of LLMs, GenAI architectures, frameworks like Hugging Face, prompt engineering, and specialized infrastructure for GenAI workloads

Advanced Techniques: Apply advanced GenAI techniques like Retrieval-Augmented Generation (RAG), hallucination monitoring, and human-in-the-loop systems

Agent Development: Design and develop agent and multi-agent systems using frameworks like LangChain, enabling them to interact with external APIs and tools efficiently

Cost Optimization: Implement strategies to manage and reduce the operational costs associated with GenAI deployments

Qualification

Generative AI expertiseModel deploymentCloud platformsPythonDevOps practicesCost optimizationSoftware engineering principlesMachine learning fundamentalsAgent developmentMulti-agent architectures