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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