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Role Name: GEN AI Specialist
Location: New York NY (Onsite)- only EAST Coast required.
no opt/cpt
Job Description: GenAI & AI/ML Framework Specialist (C1/C2)
Role Overview:
We are seeking a GenAI & AI/ML Framework Specialist to design, build, and scale next-generation artificial intelligence solutions.
You will develop advanced machine learning algorithms, optimize open-source frameworks, and implement Generative AI architectures into enterprise applications.
Key Responsibilities
GenAI & Model Development
Design and deploy Generative AI solutions using Large Language Models (LLMs) and diffusion models.
Implement optimization techniques including prompt engineering, fine-tuning, and Retrieval-Augmented Generation (RAG).
Develop predictive models by selecting, training, and tuning traditional machine learning and deep learning algorithms.
Framework & Pipeline Engineering
Build scalable pipelines for data preprocessing, feature engineering, and model training.
Optimize AI frameworks to improve inference speed, reduce latency, and lower compute costs.
Integrate AI models seamlessly into production software architectures and enterprise workflows.
Technical Skills Required
AI/ML Frameworks & Libraries
Core Frameworks: Deep expertise in PyTorch, TensorFlow, or JAX.
GenAI Ecosystem: Hands-on experience with Hugging Face, LangChain, LlamaIndex, and vLLM.
Core Languages: Mastery of Python for performance tuning.
Algorithms & Math
Machine Learning: Deep understanding of regression, clustering, decision trees, and ensemble methods.
Deep Learning: Strong grasp of Transformers, CNNs, RNNs, and reinforcement learning (RLHF).
Data Infrastructure: Experience with Vector Databases (ChromaDB, Pinecone, Milvus) and SQL/NoSQL.
MLOps & Infrastructure
Deployment: Experience with MLflow, Kubeflow, or Triton Inference Server.
Cloud & Compute: Proficiency with AWS (SageMaker), Azure (Azure AI), or GCP (Vertex AI), alongside GPU acceleration (CUDA).
Experience & Qualifications
Experience: 8 years in data science or AI engineering, with 2+ years dedicated to Generative AI.
Education: Master’s in Computer Science, Data Science, Mathematics, or a related quantitative field.
Regards
Pavan
VDart Inc
Email: Pavankumar.s@vdartinc.com
Website: https://vdart.com
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