Talent.com
AI Engineer / Senior AI Engineer – Document Intelligence
AI Engineer / Senior AI Engineer – Document IntelligencePiazza Consulting Group • Bareilly, IN
No longer accepting applications
AI Engineer / Senior AI Engineer – Document Intelligence

AI Engineer / Senior AI Engineer – Document Intelligence

Piazza Consulting Group • Bareilly, IN
1 day ago
Job description

We are looking for someone obsessed with turning messy real-world documents into perfectly structured, actionable data.

If you live and breathe document layout analysis, OCR post-processing, and visual + language models, this role is custom-built for you.

Core Responsibilities

  • Design and build production-grade Document Intelligence pipelines (invoices, contracts, forms, reports, handwritten, tables, multi-language, etc.)
  • Train / fine-tune and deploy Layout-aware models (LayoutLMv3, Donut, LLaMA-Adapter, Nougat, etc.)
  • Build and optimize Vision-Language models (VLLMs) on custom enterprise document datasets
  • Improve OCR accuracy using layout context, post-correction with LLMs, and geometric reasoning
  • Own the full stack : data preparation → model training (PyTorch) → evaluation → ONNX / TensorRT optimization → FastAPI deployment
  • Push boundaries on table extraction, key-value pairing, nested hierarchies, and multi-page document understanding

Must-Have Skills & Experience

  • Very strong understanding of document layout analysis (bounding boxes, reading order, logical blocks, nested tables, headers / footers, multi-column detection)
  • Hands-on experience with modern Document AI architectures :
  • LayoutLMv1 / v2 / v3, DocFormer, LayoutXLM, Donut, Pix2Struct, Nougat, UDOP, etc.
  • Vision-Language models (LLaVA, Qwen-VL, InternVL, PaliGemma, etc.)
  • Deep experience fine-tuning and serving LLMs & VLLMs (Llama-3, Mistral, Phi-3-vision, Qwen, etc.) using PEFT (LoRA / QLoRA), vLLM, TGI, or Ollama
  • Strong PyTorch proficiency (custom trainers, distributed training with DDP / FSDP, TorchCompile, mixed precision)
  • Solid grasp of OCR ecosystems and post-processing (Tesseract, EasyOCR, PaddleOCR, AWS Textract / Google Document AI limitations and how to beat them)
  • Experience building datasets from real enterprise documents (Labelling tools : UBIAI, Label Studio, Doccano, custom UI)
  • Good applied math : Transformers, attention mechanisms, positional encodings (especially 2D layouts), RoPE, ALiBi
  • Nice-to-Have (Big Bonus)

  • Published research or open-source contributions in Document AI / VLLM space
  • Experience with multimodal RAG over documents
  • ONNX / TensorRT / DeepSpeed optimization for low-latency inference
  • Kubernetes + GPU scheduling (we run our own bare-metal cluster)
  • Who thrives here?

    You get excited when you see a 50-page scanned purchase order with overlapping stamps and handwritten notes — because you already know exactly how you’re going to destroy it.

    Perks

  • Work directly on enterprise deals worth crores — your model = real revenue impact
  • Unlimited GPU access (A100s & H100s in-house)
  • Create a job alert for this search

    Senior Ai Engineer • Bareilly, IN

    Related jobs
    Responsible AI

    Responsible AI

    EXL • Bareilly, IN
    We are seeking a highly skilled and principled Responsible AI Evaluator to assess, audit, and ensure the ethical development and deployment of AI models across the enterprise.This role spans tradit...Show more
    Last updated: 30+ days ago • Promoted
    Senior AI Engineer

    Senior AI Engineer

    Wellness Coach • Bareilly, IN
    Our mission is to help millions of people live healthier, more mindful, and more balanced lives — powered by technology, compassion, and science. We’re building next-generation.You’ll research, arch...Show more
    Last updated: 30+ days ago • Promoted
    AI Software Engineer

    AI Software Engineer

    Quik Hire • Bareilly, IN
    This role is ideal for professionals passionate about artificial intelligence, machine learning, and software engineering who want to make a tangible impact on real-world applications.As an AI Soft...Show more
    Last updated: 8 days ago • Promoted
    AI Engineer

    AI Engineer

    Asite • Bareilly, IN
    We start with a simple idea : the built environment should be smarter, safer and more sustainable.Everything we do is about helping the people behind major construction and infrastructure projects w...Show more
    Last updated: 5 days ago • Promoted
    AI Software Engineer

    AI Software Engineer

    Taskify AI • Bareilly, IN
    This role is ideal for professionals passionate about artificial intelligence, machine learning, and software engineering who want to make a tangible impact on real-world applications.As an AI Soft...Show more
    Last updated: 8 days ago • Promoted
    Senior Python / / AI Engineer

    Senior Python / / AI Engineer

    Luxoft • Bareilly, IN
    Our client, one of the leading Agriculture Companies, is modernising their landscape and adopting AI and innovations in their process. We are seeking a highly skilled and innovative Python / AI Engine...Show more
    Last updated: 2 days ago • Promoted
    Generative AI Engineer (2+ Years Agentic AI Experience)

    Generative AI Engineer (2+ Years Agentic AI Experience)

    Phinite.ai • Bareilly, IN
    You will design, prototype, and deploy production-grade agentic systems for Fortune 1000 enterprises across telecom, logistics, healthcare, insurance, hospitality, and more.This is a core engineeri...Show more
    Last updated: 1 day ago • Promoted
    Generative AI Engineer

    Generative AI Engineer

    Sesheng Company • Bareilly, IN
    GenAI Engineer (Semantic Search & RAG Systems).Remote in India (to work in US Time zone).You will be instrumental in designing and deploying a cutting-edge semantic search capability to power our n...Show more
    Last updated: 23 days ago • Promoted
    AI Lead Engineer

    AI Lead Engineer

    TekGenio • Bareilly, IN
    Experience : 5+ Years | Type : Full-Time | Location : WFH.Minimum of 5+ years of experience in AI / ML engineering, data science, or algorithm development. Strong experience in machine learning, deep lea...Show more
    Last updated: 2 days ago • Promoted
    Photon AI Engineer

    Photon AI Engineer

    9NEXUS • Bareilly, IN
    We are seeking a Photon AI Engineer with strong expertise in building AI-driven applications, LLM-based workflows, and high-performance data processing using Photon. Develop and optimize AI / ML workf...Show more
    Last updated: 2 hours ago • Promoted • New!
    Applied AI Engineer

    Applied AI Engineer

    Strategic Talent Partner • Bareilly, IN
    Design and deploy advanced multi-agent pipelines for credit analysis.Optimize inference and prompt chains using frameworks like DSPy, GEPA, and LangChain. Implement reasoning techniques (CoT, ToT, G...Show more
    Last updated: 23 days ago • Promoted
    AI Agent Architect

    AI Agent Architect

    Luxoft • Bareilly, IN
    We are seeking a hands-on and qualified AI Agent Architect to design and deploy advanced Agentic AI systems—comprising task-specific autonomous tools governed by a master agent—to support complex t...Show more
    Last updated: 17 days ago • Promoted
    AI Engineer (Gen AI, Agentic AI)

    AI Engineer (Gen AI, Agentic AI)

    Chetty Technologies • Bareilly, IN
    Chetty Technologies is a specialized technology company with expertise in delivering advanced consulting services to industries including Banking & Finance, Telecom, Healthcare, and Hospitality.Wit...Show more
    Last updated: 12 hours ago • Promoted • New!
    Lead AI Engineer

    Lead AI Engineer

    Blend • Bareilly, IN
    We are looking for an AI Engineer with hands-on experience designing and deploying scalable AI solutions.In this role, you will be part of a cross-functional team working on cutting-edge projects i...Show more
    Last updated: 19 days ago • Promoted
    AI Engineer

    AI Engineer

    TechWaves Recruitment • Bareilly, IN
    Location : Role is remote, however you must be based within a City location in India.Our client who provides world’s leading Agent and Agentic solution platform designed for teams looking to streaml...Show more
    Last updated: 23 days ago • Promoted
    Senior AI / ML Cloud Engineer – Graph Analytics Platform

    Senior AI / ML Cloud Engineer – Graph Analytics Platform

    ContexQ • Bareilly, IN
    Senior AI / ML Cloud Engineer – Graph Analytics Platform.ContexQ, a Singapore-based B2B SaaS AI startup, is dedicated to transforming financial crime, fraud, and risk management through a groundbre...Show more
    Last updated: 7 days ago • Promoted
    Senior AI / ML Engineer

    Senior AI / ML Engineer

    Luxoft • Bareilly, IN
    Our client, one of the leading Agriculture Companies, is modernising their landscape and adopting AI and innovations in their process. We are seeking a highly skilled and innovative Python / AI Engine...Show more
    Last updated: 20 days ago • Promoted
    AI Engineer

    AI Engineer

    NyxaLabs • Bareilly, IN
    We're seeking an exceptional AI Engineer with deep expertise in TensorFlow model training to design and build next-generation AI systems. This role focuses on developing sophisticated machine learni...Show more
    Last updated: 1 day ago • Promoted