01Overview
Description - External
Skill: -Deep Learning Engineer & Data Scientist
Experience: 3 to 14 years
Location: - Coimbatore (Walkin on 8th Feb)- Use the knowledge of wide variety of AI/ML techniques and algorithms to find what combinations of these techniques can best solve the problem
- Improve Model accuracy to deliver greater business impact
- Estimate business impact due to deployment of model
- Working with tools and scripts for sufficiently pre-processing the data & feature engineering for model development - Python / R / SQL / Cloud data pipelines
- Design, develop & deploy Deep learning models using Tensorflow / Pytorch
- Experience in using Deep learning models with text, speech, image and video data- Design & Develop NLP models for Text Classification, Custom Entity Recognition, Relationship extraction, Text Summarization, Topic Modeling, Reasoning over Knowledge Graphs, Semantic Search using NLP tools like Spacy and opensource Tensorflow, Pytorch, etc
- Design and develop Image recognition & video analysis models using Deep learning algorithms and open source tools like OpenCV
- Knowledge of State of the art Deep learning algorithms
- Optimize and tune Deep Learnings model for best possible accuracy
- Use visualization tools/modules to be able to explore and analyze outcomes & for Model validation eg: using Power BI / Tableau- Deployment of models in Test / Control framework for tracking
- Build CI/CD pipelines for ML model deployment
- Constantly upskill and update with the latest techniques and best practices. Write white papers and create demonstrable assets to summarize the AIML work and its impact. .
