Talent.com
No longer accepting applications
(Urgent Search) Senior CV / LLM Engineer

(Urgent Search) Senior CV / LLM Engineer

doAZDelhi, Delhi, India
12 days ago
Job description

Job description

About Doaz

  • Doaz is a hyper-growth startup on a mission to turn fragmented industrial knowledge into instant, actionable insight. We build LLM- and Vision-AI solutions for construction, heavy industry, and finance leaders who must transform terabytes of drawings, specifications, and regulations into real-time decisions.
  • We’re expanding our GeoAI programs (including joint work with POSCO E&C) and launching drawing-change detection services that automatically compare plan versions, detect deltas, and explain design impacts.

Why You’ll Love Working Here

  • True 0-to-1 ownership — Ship models that land in production sites within weeks.
  • Global impact, lean crew — 30 teammates across KR / PK / IN; no bureaucracy, only builders.
  • Tech freedom — YOLO or RT-DETR? Gemma-VL, Qwen-VL, or LLaVA? You choose, we fund.

    • Role Overview

    We’re hiring a Senior Computer Vision & Multimodal LLM Engineer (GeoAI & Drawing Change Analysis).

    You’ll lead end-to-end development of a version-aware drawing-diff engine (PDF / DWG raster & vector), symbol / text extraction, and change-impact narratives powered by RAG / LLM. Expect fast cycles from prototype → service : detection models, OCR / layout understanding, retrieval, and explainable outputs that engineers can trust.

    Key Responsibilities

    Drawing Change Analysis (CV)

  • Build a robust diff pipeline for architectural / structural / MEP drawings : rasterization, layer parsing, vector geometry ops, and semantic change clustering.
  • Train / finetune detectors & segmenters (e.g., YOLOv8 / RT-DETR / Detectron2 / SAM) for symbols (columns, openings, sleeves), title blocks, and revision clouds; achieve production-grade mAP / F1.
  • Implement geometry-aware post-processing (IoU / topology checks, snapping, graph connectivity) to reduce false positives.

    • Document & Layout Understanding

  • Engineer OCR + layout models (PaddleOCR / Tesseract + DocFormer / LayoutLMv3 / Donut) to read legends, notes, schedules, and BOM tables; normalize to structured JSON.
  • Build version-aware entity tracking (IDs, gridlines, BH IDs, coordinates) across revisions.

    • GeoAI & LLM / RAG

  • Design retrieval over drawings / specs (BM25 + vector) with reranking; ground LLM answers in evidence with citations and clickable locations.
  • Generate change-impact summaries (e.g., slab shear reinforcement, opening proximity to columns) with rules + LLM verification; measure factual precision.

    • Productization & DevOps

  • Ship FastAPI / gRPC microservices, batch & streaming workers (Ray / Celery), GPU inference (Triton / TensorRT), and observability (Prometheus / Grafana).
  • Own evaluation : dataset curation, data labeling guidelines, ablation / A-B tests, and regression suites.

    • Collaboration

  • Work closely with domain SMEs (geotech / structural) to encode rules (KDS / KBC, internal standards) and prioritize what matters to the field.

    • Minimum Qualifications

  • 5+ years of production Python (3.x) building ML-heavy backends; strong PyTorch.
  • 3+ years in computer vision for detection / segmentation / OCR or document AI at scale.
  • Hands-on with multimodal LLM / RAG (LangChain / LlamaIndex), vector DBs (Pinecone / Weaviate / FAISS), and rerankers.
  • Proven experience parsing engineering drawings or complex PDFs (vector / raster), including geometry and layout reasoning.
  • Solid MLOps : reproducible training, CI / CD, model packaging, monitoring; cloud on AWS / GCP.
  • Fluent written & spoken English (Korean a plus).

    • Preferred Extras

  • GPU orchestration (Kubernetes / Ray / Slurm), high-performance inference (ONNX / TensorRT).
  • Experience with VLMs (Gemma-VL, Qwen-VL, LLaVA), CLIP, or doc-layout models.
  • Open-source contributions, papers, or strong public demos in CV / doc AI / RAG.
  • Full-stack chops (TypeScript / Next.js / React) for quick operator tools and review UIs.

    • Compensation & Benefits

  • Competitive base salary (market-leading) , around 20 lakh (yearly)
  • Performance-based annual bonus (up to 20%).
  • cloud credits, and AI tools support.

    • Hiring Process (≈ 2–3 weeks)

  • Quick intro call (15 min, mutual fit).
  • 48-hour take-home : Drawing Diff + Evidence-Grounded Summary (provide code + short README; clarity >

    • polish).

  • Deep-dive tech interview : architecture, modeling choices, evaluation, and scaling plan.
  • Culture & vision chat with Founder / CEO.
  • Offer — if all green, written offer within 24 h.

    • How to Apply

    Email doaz@doaz.ai with subject [CV / LLM Engineer – Your Name] and include :

  • Résumé / CV with measurable outcomes (metrics, latency, cost, accuracy).
  • Current or recent salary.
  • GitHub and / or live demos of CV / doc-AI / RAG work (links preferred).
  • A one-page diagram of your “Drawing Revision → Detection → Evidence → LLM Narrative” pipeline, noting models, retrieval, and evaluation metrics.

    • Employment type : Full-time

    Ready to turn messy drawings and specs into instant, trusted intelligence?

    Let’s build the future together at Doaz.

    Create a job alert for this search

    Urgent Search Senior • Delhi, Delhi, India

    Related jobs
    • Promoted
    Senior AI / ML Engineer

    Senior AI / ML Engineer

    Charter GlobalDelhi, India
    Job Summary : We are looking for a results-driven.You will be at the forefront of building AI solutions that solve high-value business problems, with full ownership from data preparation to model mo...Show moreLast updated: 22 days ago
    • Promoted
    Search Engineer

    Search Engineer

    YourTribeDelhi, IN
    Design & implement search solutions.Architect and develop advanced search features using.OpenSearch / Elasticsearch, including custom analysers, tokenisers, and scoring algorithms.Create and maintain...Show moreLast updated: 30+ days ago
    • Promoted
    Senior CV / LLM Engineer

    Senior CV / LLM Engineer

    doAZGhaziabad, IN
    Doaz is a hyper-growth startup on a mission to turn fragmented industrial knowledge into instant, actionable insight.We build LLM- and Vision-AI solutions for construction, heavy industry, and fina...Show moreLast updated: 15 days ago
    • Promoted
    MLOps Engineer

    MLOps Engineer

    X4 TechnologyMeerut, IN
    MLOps Engineer - Role & Responsibilities.Design, deploy and manage scalable & secure cloud infrastructure.Apply least privilege across cloud platforms (Azure, RBAC, AWS IAM).Enable audit logging co...Show moreLast updated: 16 days ago
    • Promoted
    Founding Sr. Machine Learning Engineer : No Salary Only Equity

    Founding Sr. Machine Learning Engineer : No Salary Only Equity

    Truxt.aiMeerut, IN
    As an early-stage company driven by a meaningful mission, we seek exceptional engineering talent who values purpose, long-term impact, and significant equity ownership over traditional salary compe...Show moreLast updated: 30+ days ago
    • Promoted
    Senior Prompt & AI / ML Engineer – Chatbot Voice Agent LLM & RAG

    Senior Prompt & AI / ML Engineer – Chatbot Voice Agent LLM & RAG

    QuantumLoopAiMeerut, IN
    Prompt & AI / ML Engineer – Chatbot LLM & RAGOverview.UK’s leading AI receptionist for GP practices.By combining cutting-edge Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), advan...Show moreLast updated: 30+ days ago
    • Promoted
    Senior AI Engineer

    Senior AI Engineer

    Wellness CoachDelhi, 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 moreLast updated: 13 days ago
    • Promoted
    Senior CV / LLM Engineer [Immediate Start]

    Senior CV / LLM Engineer [Immediate Start]

    doAZDelhi, Delhi, India
    Job description About Doaz - Doaz is a hyper-growth startup on a mission to turn fragmented industrial knowledge into instant, actionable insight. We build LLM- and Vision-AI solutions for constru...Show moreLast updated: 5 days ago
    • Promoted
    Senior LLM Engineer (Applied Research)

    Senior LLM Engineer (Applied Research)

    IdeaSouqMeerut, IN
    At IdeaSouq, we are building the.Traditional investment workflows are drowning in data silos, manual screening, and overwhelming deal flow. We're a startup building the solution : an AI analyst that ...Show moreLast updated: 2 days ago
    • Promoted
    Senior LLM Engineer

    Senior LLM Engineer

    RingCentralDelhi, India
    Job Description : We are seeking an experienced AI Engineer with a strong background in Natural Language Understanding (NLU) who is passionate about pushing the boundaries of Conversational AI.In th...Show moreLast updated: 16 days ago
    • Promoted
    Senior Fullstack AI / ML Engineer

    Senior Fullstack AI / ML Engineer

    VitrayaNew Delhi, Delhi, India
    Every day, thousands of patients across India face delays, stress, and reduced quality of care due to cumbersome administrative processes and insurance claim challenges. At Vitraya, we directly conf...Show moreLast updated: 30+ days ago
    • Promoted
    Staff ML Engineer (Conversational AI)

    Staff ML Engineer (Conversational AI)

    Yuna.ioDelhi, IN
    Yuna's mission is to radically transform the way mental health support is accessed and delivered.By providing 24 / 7 instant and private support at the push of a button, we aim to address the signifi...Show moreLast updated: 26 days ago
    • Promoted
    MLops Engineer

    MLops Engineer

    RecroMeerut, IN
    We are looking for an experienced.Azure and AWS cloud ecosystems.The ideal candidate should bring a strong background in. GenAI tooling, automation, and CI / CD pipelines.Design, implement, and manage...Show moreLast updated: 16 days ago
    • Promoted
    Senior AI / ML Engineer

    Senior AI / ML Engineer

    MSBC GroupDelhi, India
    AI systems across multiple subfields, not just Generative AI.You’ll lead end-to-end solutions spanning Computer Vision, classical ML, unsupervised / self-supervised learning, time-series / forecasting,...Show moreLast updated: 22 days ago
    • Promoted
    Senior MLOps Engineer (Production)

    Senior MLOps Engineer (Production)

    SAIVA AIMeerut, IN
    We are seeking a Senior Machine Learning Engineer to join our team and help shape the future of healthcare technology.In this role, you will design, build, and deploy machine learning systems that ...Show moreLast updated: 13 days ago
    • Promoted
    Generative AI Engineer (LLM Expert – AWS Focus)

    Generative AI Engineer (LLM Expert – AWS Focus)

    BigRioMeerut, IN
    Job Title : Generative AI Engineer (LLM Expert – AWS Focus).Boston-based, remote-first technology consulting firm.We partner with forward-thinking organizations to deliver. AI / ML, data engineering, a...Show moreLast updated: 7 days ago
    • Promoted
    TDM Senior Engineer

    TDM Senior Engineer

    QualiZealMeerut, IN
    Responsible for delivering test data management solutions focusing on enhanced data provisioning capabilities, data integration and devising efficient TDM processes. Work with other stakeholders lik...Show moreLast updated: 16 days ago
    • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    LaurenDelhi, IN
    Develop prompt engineering strategies.Specify ML methodologies for demo scenarios.Implement AI / ML components where applicable. Optimize model performance for demo environments.Expertise in prompt en...Show moreLast updated: 26 days ago