Aivoks Technologies - Data Scientist - Conversational AI (2-5 yrs)

Job Description : The Data Scientist- Conversational AI will be responsible for :

- Design, develop, test, and deploy Machine Learning models using state-of-the-art algorithms with a strong focus on language models/Generative AI.

- Good knowledge of advanced statistical methods.

- Interact with our research team and with key partners in the market to build end-to-end AI/ML/NLP solutions: Conversational AI, document understanding

- Managing and improving our data collection/generation pipeline and existing datasets

- Build and improve reusable tools & modelling pipelines and support knowledge sharing across several teams.

- Define and deploy best practices in Machine Learning & MLOps, mentor and teach colleagues.

- Translate analytic insights into concrete, actionable recommendations for business or product improvement.

- Proactively develop new metrics and studies to quantify the value of different aspects of product.

- Actively interacting with a highly motivated full-stack team in a stimulating, collaborative environment.

Requirements :

- 5 to 8 years of experience as Data Scientist.

- Good and experience of machine learning algorithms and ability to apply them in supervised and un-supervised NLP tasks.

- Text Mining, Classification Methods - SVM, NN, etc, Vector Space model for Unstructured Text, Sentiment Analysis, Association Mining, Semantic Analysis-

- Good knowledge of advanced statistical methods.

- Experience working with Text Data using transformer-based model

- Knowledge of NLP algorithms that can handle various NLP tasks such as intent recognition, entity extraction, language modelling, text classification, question answering, text summarization, topic modelling and so on.

- Expertise with one of the following scripting languages: Python, R, Tensorflow, Keras, Pytorch, OpenNLP, CoreNLP, WordNet, NLTK, SpaCy, Gensim, Large Language Models

- Experience building and fine-tuning Language Models to solve bespoke NLP tasks. willing to work with open-Source Tools-

- Should have independently handled a project technically and provided directions to the other Team Members.

- Experience in turning ideas into actionable designs. Able to persuade stakeholders and champion effective techniques through development.

- Strong interpersonal and communication skills: ability to tell a clear, concise, actionable story with data, to folks across various levels of the company.

- Good to have foundational knowledge on Cloud, API frameworks like Flask, Fast API-

- Comfortable working in a fast-paced and agile startup environment

- Strong communication and presentation skills

- Pro-active thinking and strong initiative

- Ability to collaborate effectively with team members and stakeholders.

- Strong communication and interpersonal skills in English