The company is looking for a Data Scientist to design, build, and maintain document capture applications, leveraging expertise in Machine Learning, NLP, and Generative AI models.
Requirements
- 7+ years' as Data Scientist or related roles
- Deep understanding and some exposure to new Gen AI Open-source Models
- At least 5 years programming experience in software development and Agile process
- At least 5 years Python (or equivalent) programming experience to work with ML/NLP models.
- Experience in setting up supervised & unsupervised learning ML/NLP models including data cleaning, data analytics, feature creation, model selection & ensemble methods, performance metrics & visualization
- Experience in ML/NLP development pipelines of large data sets, both structured & unstructured
- At least 2 years' experience in designing and developing enterprise-scale ML/NLP solutions in one or more of: Named Entity Recognition, Document Classification, Document Summarization, Topic Modelling, Dialog Systems, Sentiment Analysis, OCR text processing
Responsibilities
- designing, building and maintaining document capture applications
- building Machine Learning & NLP Models
- good familiarity with Gen AI Models
- Experience in setting up supervised & unsupervised learning ML/NLP models including data cleaning, data analytics, feature creation, model selection & ensemble methods, performance metrics & visualization
- Experience in ML/NLP development pipelines of large data sets, both structured & unstructured
- At least 2 years' experience in designing and developing enterprise-scale ML/NLP solutions in one or more of: Named Entity Recognition, Document Classification, Document Summarization, Topic Modelling, Dialog Systems, Sentiment Analysis, OCR text processing
- Knowledge and hands-on experience working with OCR products
Other
- Bachelor's degree in Computer Science, or a related technical field
- Master's degree in Computer Science/Data Science, or a related technical field
- Collaborating with a diverse set of partners and stakeholders from various Line of Business.
- Highly motivated, proactive and a self-starter; strong sense of ownership & ability to create and execute plans without daily oversight
