HireTalent - Staffing & Recruiting Firm ยท 12 hours ago
Data Scientist
Rockville, MD
Contract
Hybrid
Senior Level
5+ years expHireTalent is a staffing and recruiting firm seeking a highly skilled and experienced Senior Machine Learning Engineer. This role focuses on deploying and maintaining Generative AI models, ensuring their reliability and scalability in production environments while bridging theoretical capabilities with practical applications.
DeliveryHuman ResourcesStaffing Agency
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
Required
Bachelor's degree in computer science/Engineering, data science, or a related field
At least five plus years' experience as a machine learning engineer, deploying models in production
Strong proficiency in Python and software engineering principles
Solid understanding of machine learning fundamentals and model lifecycle management
Experience with cloud platforms, containerization, and infrastructure management
Familiarity with DevOps practices and automation tools
Expertise in GenAI frameworks, prompt engineering, and model serving
Ability to manage GPU/TPU resources and optimize model serving frameworks
Experience in developing agentic systems and multi-agent architectures
Proven track record in cost optimization in AI deployments
Experience working in fast paced environment and independent worker
Preferred
Master's degree
Company
HireTalent - Staffing & Recruiting Firm
HireTalent is a certified Minority Business Enterprise (MBE) workforce solutions firm, specializing in securing the best talent fits in Executive/Retained Search, Direct Hire Placements, MSP, SOW, and nationwide hiring program management and support.
1001-5000 employees
Funding
Current Stage
Late StageLeadership Team
Ashish Kaushal
CEO / Founder
Company data provided by crunchbase