Sr Deep Learning Engineer (Core Model Training)

Job Title: Sr Deep Learning Engineer (Core Model Training) Company: FoundArise Job Category: Machine Learning Roles & Responsibilities: Role: Senior Deep Learning Engineer (Core Model Training) This is a rare, highly unique opportunity for a true builder. We are looking for someone to get their hands dirty building and training state\-of\-the\-art foundation models from scratch. If you are currently solving high\-scale ML challenges at global tech giants or deep\-tech startups, this role offers the compute, autonomy, and mandate to push the boundaries of multi\-modal AI. Work Location: Bengaluru, Karnataka, India Availability: Full time

Experience: 3 years (Total) Requirements Who You Are \& What You'll Do * True Hands\-on Training: You have 5\+ years of verifiable experience in pre\-training, continued pre\-training, SFT, PEFT/LoRA, or RLHF/RLAIF. * Modern Architectures: You work directly with Foundation Models like LLaMA, Qwen, Vision\-Language Models (Qwen\-VL, LLaVA), Vision Transformers (ViT), or LayoutLM. * Production\-Scale ML: You optimize and deploy models for high\-throughput inference using vLLM, TensorRT, Triton, or SGLang. * Hard Engineering Challenges: You will deploy large\-scale multi\-modal architectures, solve extreme table extraction edge cases (warped images, nested cells), and extract hierarchical information from complex document structures. * Measurable Depth: You can clearly articulate your GPU setups, distributed training strategies, dataset sizes, and concrete evaluation metrics (accuracy/latency/cost) on specific models. Core Requirements * 10 to 15 years of total engineering experience, with 5\-8 years specifically dedicated to core Deep Learning . * Undergraduate degree from an IIT or BITS Pilani is highly preferred . * Direct domain relevance in OCR, Document AI, multimodal learning, or Information Retrieval . Key Skills: Model Training Salary: $40