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Generative AI LEAD

APTO SOLUTIONS - EXECUTIVE SEARCH & CONSULTANTS

10 - 15 years

Mumbai

Posted: 31/01/2026

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Job Description

Job Title: AI/ML Engineer


Experience- 10- 15 years


CTC- Max 27 LPA


Location: Vashi, Navi Mumbai (Work from Office)


Note- Please do not apply if you are not coming in Budget as Mentioned above and cannot join us by 20th Feb 2026 Max


Key Responsibilities

  • Design and implement RAG pipelines, including support for multimodal inputs such as text, tables, and images.
  • Build AI applications that process unstructured financial documents (e.g., PDF, Word, scanned files) to extract insights, generate content, and enable Q&A.
  • Develop solutions that convert financial documents into structured regulatory formats like XBRL/iXBRL.
  • Integrate LLMs into production systems using FastAPI or similar frameworks.
  • Use OCR techniques to extract information from scanned documents and embedded images.
  • Collaborate with data scientists, engineers, and product managers to deliver business-aligned AI solutions.
  • Optimize model performance for scalability, accuracy, and cost-efficiency.
  • Contribute to the architecture and design of AI systems and participate in technical decision-making.
  • Keep up to date with advancements in AI/ML, especially in the areas of RAG, multimodal processing, and LLMs.


Mandatory Skills and Qualifications

  • 4+ years of experience in AI/ML engineering or related roles.
  • Hands-on experience with RAG pipelines, including chunking, embeddings, vector databases, and query response optimization.
  • Experience working with unstructured data (PDFs, scanned documents, images) and converting them into structured information.
  • Strong knowledge of OCR techniques and tools for processing scanned documents.
  • Proficiency in developing APIs using FastAPI (or similar frameworks) for AI model integration.
  • Experience deploying AI solutions in containerized environments (Docker and Kubernetes).
  • Familiarity with financial documents such as annual reports, and ability to work with domain-specific concepts like revenue, balance sheets, etc.
  • Experience with at least one vector database (Qdrant preferred, others acceptable).
  • Understanding of multimodal AI techniques and experience working with both text and image-based inputs.
  • Strong communication and problem-solving skills, with the ability to work in cross-functional teams.

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