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Perfios - Senior Data Scientist - Machine Learning Solutions

Perfios - Senior Data Scientist - Machine Learning Solutions

PERFIOS SOFTWARE SOLUTIONS PRIVATE LIMITEDBangalore
30+ days ago
Job description

Primary Function :

As a Senior Data Scientist, you will :

  • Collaborate closely with engineering and product teams to design and deliver data-driven solutions.
  • Communicate and present complex analytical insights and technologies effectively to stakeholders across technical and non-technical teams.
  • Drive end-to-end ML solution development from problem scoping, data preparation, and model development to production deployment, monitoring, and iterative improvement.
  • Stay updated with the latest research trends in Deep Learning, Computer Vision, and NLP to bring innovative approaches to projects.
  • Rapidly prototype, test, and evaluate new algorithms for business-critical use cases.
  • Build robust evaluation pipelines for fine-tuning and deploying large-scale models, including text-only and multimodal SLMs.
  • Ensure the scalability, reliability, and performance of deployed ML models in production systems.

Qualification & Competency :

  • Bachelors or Masters degree (or higher) in Data Science, Computer Science, Mathematics, Statistics, Econometrics, or a related field.
  • Advanced degrees (Masters or PhD) and research experience (e.g., publications in top-tier conferences / journals).
  • 3-5 years of experience in building complete ML products; from the problem analysis and data selection to their production deployment and monitoring for progressive enhancements and drifts from business impact.
  • Theoretical knowledge and hands-on experience in deep learning / computer vision / NLP.
  • Ability to rapidly prototype and evaluate algorithms.
  • Experience on working with text only and multimodel SLMs will be a big plus. This involves finetuning and building robust eval pipelines specific to use cases.
  • Experience with deep learning frameworks such as Keras, PyTorch and TensorFlow.
  • Good programming skills is a must, especially skills relevant to building robust ML models.
  • Domain experience in Fintech is preferred, but not mandatory.
  • Experience of publishing in top-tier conferences and journals will be considered a plus.
  • (ref : hirist.tech)

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