Senior Data Scientist
Senior Data Scientist
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Job Description
About Yubi
Yubi formerly known as CredAvenue is redefining global debt markets by freeing the flow of finance between borrowers lenders and investors. We are the worlds possibility platform for the discovery investment fulfillment and collection of any debt solution. At Yubi opportunities are plenty and we equip you with tools to seize it.
In March 2022 we became Indias fastest fintech and most impactful startup to join the unicorn club with a Series B fundraising round of $137 million.
In 2020 we began our journey with a vision of transforming and deepening the global institutional debt market through technology. Our twosided debt marketplace helps institutional and HNI investors find the widest network of corporate borrowers and debt products on one side and helps corporates to discover investors and access debt capital efficiently on the other side. Switching between platforms is easy which means investors can lend invest and trade bonds all in one place. Our platforms shake up the traditional debt ecosystem and offer new ways of digital finance.
Yubi Credit Marketplace With the largest selection of lenders on one platform our credit marketplace helps enterprises partner with lenders of their choice for any capital requirements.
Yubi Invest Fixed income securities platform for wealth managers & financial advisors to channel client investments in fixed income
Financial Services Platform Designed for financial institutions to manage colending partnerships & assetbased securitization
Spocto Debt recovery & risk mitigation platform
Accumn Dedicated SaaS solutions platform powered by Decisiongrade data Analytics Pattern Identifications Early Warning Signals and Predictions to Lenders Investors and Business Enterprises
So far we have onboarded more than 17000 enterprises 6200 investors and lenders and facilitated debt volumes of over INR 140000 crore.
Backed by marquee investors like Insight Partners B Capital Group Dragoneer Sequoia Capital LightSpeed and Lightrock we are the onlyofitskind debt platform globally revolutionizing the segment.
At Yubi People are at the core of the business and our most valuable assets. Yubi is constantly growing with 1000 likeminded individuals today who are changing the way people perceive debt. We are a fun bunch who are highly motivated and driven to create a purposeful impact. Come join the club to be a part of our epic growth story.
Requirements
Key Responsibilities:
Lead and mentor a dynamic Data Science team in developing scalable reusable tools and capabilities to advance machine learning models specializing in computer vision natural language processing API development and Product building.
Drive innovative solutions for complex CVNLP challenges including tasks like image classification data extraction text classification and summarization leveraging a diverse set of data inputs such as images documents and text.
Collaborate with crossfunctional teams including DevOps and Data Engineering to design and implement efficient ML pipelines that facilitate seamless model integration and deployment in production environments.
Spearhead the optimization of the model development lifecycle focusing on scalability for training and production scoring to manage significant data volumes and user traffic. Implement cuttingedge technologies and techniques to enhance model training throughput and response times.
Required Experience & Expertise:
3 years of experience in developing computer vision models and applications.
Extensive knowledge and experience in Data Science and Machine Learning techniques with a proven track record in leading and executing complex projects.
Deep understanding of the entire ML model development lifecycle including design development training testing/evaluation and deployment with the ability to guide best practices.
Expertise in writing highquality reusable code for various stages of model development including training testing and deployment.
Advanced proficiency in Python programming with extensive experience in ML frameworks such as Scikitlearn TensorFlow and Keras and API development frameworks such as Django Fast API.
Demonstrated success in overcoming OCR challenges using advanced methodologies and libraries like Tesseract KerasOCR EasyOCR etc.
Proven experience in architecting reusable APIs to integrate OCR capabilities across diverse applications and use cases.
Proficiency with public cloud OCR services like AWS Textract GCP Vision and Document AI.
History of integrating OCR solutions into production systems for efficient text extraction from various media including images and PDFs.
Comprehensive understanding of convolutional neural networks (CNNs) and handson experience with deep learning models such as YOLO.
Strong capability to prototype evaluate and implement stateoftheart ML advancements particularly in OCR and CVNLP.
Extensive experience in NLP tasks such as Named Entity Recognition (NER) text classification and on finetuning of Large Language Models (LLMs).
This senior role is tailored for visionary professionals eager to push the boundaries of CVNLP and drive impactful datadriven innovations using both wellestablished methods and the latest technological advancements.
Benefits
Bachelor's degree in Computer Science Engineering or related technical field Experience working on Start-up Product(B2B,B2C,Saas Space) Experience managing projects across cross-functional teams, building sustainable processes and coordinating release schedules 3-5 years of experience with any of these skills Developer,QA, Product or any technical stream of SDLC) Experience in managing projects using project management software such as JIRA, Trello, or Asana Ability to work independently and manage multiple priorities Excellent communication and interpersonal skills
Employment Type
Full Time
Company Industry
Financial Services / Insurance Agencies and Brokerages / Investment Banking
