Director of AI Development

Call us 609-945-2590 410 Wall St. Princeton, NJ 08540 support@alltechconsultinginc.com Login / Register Login to Alltech Consulting Services reset form Reset Password Please Enter Username or Email Create a free Alltech Consulting Services account Already have an account? Login heading Director of AI Development New York January 8, 2025 Contract Apply Now email apply form here Apply for this job Apply with login Please login as "Candidate" to apply Back to jobs Main content job description Job Description About the Role: The Director of AI Development applies expertise in AI and Generative AI to design, build, and optimize machine learning systems that enable next-generation solutions at scale. This role focuses on deploying scalable and efficient machine learning models into production, and monitoring and improving the performance of AI systems. The Director collaborates with cross-functional teams to ensure seamless integration of models into business workflows. Responsibilities : Design and develop end-to-end applications that seamlessly integrate machine learning capabilities, including real-time inference, batch processing, and efficient data management to deliver scalable and robust solutions. Identify bottlenecks in the model development, deployment, and monitoring process. Design and implement production-ready machine learning pipelines, including model training, validation, deployment, and monitoring (e.g., labelled data sets to check performance of prompts). Build scalable, high-performance infrastructure to support Generative AI workflows (e.g., distributed training, inference optimization, and GPU/TPU utilization). Deploy GenAI applications into production cloud environments with performance, cost, and latency considered (e.g., open-source vs. closed-source, quantization, prompt token length, completion caching, prompt caching). Monitor and troubleshoot model performance, addressing issues such as performance drift and response latency. Stay at the forefront of Generative AI advancements, identifying opportunities to incorporate the latest research and techniques into production systems. Qualifications : Bachelor’s or advanced degree in computer science, engineering, or a related field. 3+ years of experience in machine learning engineering, with a focus on deploying AI systems at scale. Experience working with large-scale Generative AI applications in production environments. Relevant experience in the legal domain is a plus. Strong proficiency in Python and machine learning frameworks (e.g., TensorFlow, PyTorch). Experience with Generative AI tools and techniques (e.g., LLMs, quantization, synthetic data generation, knowledge distillation, retrieval-augmented generation, fine-tuning). Proficiency in commons GenAI libraries (e.g., LangChain, Autogen) and cloud-native AI services (e.g., Azure search) Knowledge of cloud infrastructure (e.g., Azure) and management tools for IT components, storage, networking, and caching. Familiarity with ML Ops principles, including CI/CD pipelines, containerization, and automated testing for AI systems. Experience with modern container platforms (e.g., Docker, OpenShift) and tools like Jenkins, Git, and Sonar. Strong problem-solving skills with the ability to address complex technical challenges. Excellent communication skills to collaborate with cross-functional teams and explain technical concepts to non-technical stakeholders. Eagerness to stay updated with cutting-edge AI research and apply innovative ideas to real-world problems. Organization and attention to detail, ensuring high-quality delivery. Ability to work collaboratively to create innovative and efficient solutions. Apply Now email apply form here Apply for this job Apply with login Please login as "Candidate" to apply job social Share this post Facebook Twitter LinkedIn Email job releated Related Jobs Senior Project Manager United States JPC-1702 Contract #post-## Senior Consultant United States JPC-1701 Contract #post-## Technical Project Manager Alpharetta - GA JPC-1699 Contract #post-## Job Overview Job ID JPC-509 Date Posted January 8, 2025 Location New York Expiration date -- Experience 4-6 Years Qualification Bachelor Degree Job Location Job Skills Azure CI/CD Pipeline Computer Science design Docker OpenShift problem solving skills Python Technical Documentation #post-## .site-main .content-area .site-content Alltech Consulting Services 410 Wall St. Princeton, NJ 08540 609-945-2590 609-430-0133 CLIENT Why Alltech Services Expertise CANDIDATES Why Alltech View Jobs Submit Resume Recruitment Referral Program COMPANY About Us Contact Us Careers Privacy Policy Terms of Service Cookie Policy © Copyright Alltech Consulting Services, 2022. All rights reserved. .site WP Job Board Pro Structured Data