Data Scientist at Agivant Technologies

Full Time
India, Onsite, Pune
Posted 4 weeks ago

Job Description

  • 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 & modeling 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 the product.
  • Actively interacting with a highly motivated full-stack team in a stimulating, collaborative environment.

Must-Have Skills

  • Python – 3 years
  • Natural Language Processing – 2 years
  • Machine Learning – 2 years
  • Data Science – 5 years
  • Support Vector Machines (SVM) – 2 years

Requirements

  • 5 to 8 years of experience as a Data Scientist.
  • Good experience with 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 models
  • Knowledge of NLP algorithms that can handle various NLP tasks such as intent recognition, entity extraction, language modeling, text classification, question answering, text summarization, topic modeling, 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 of 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

Job Features

Job Category

Data Science and Engineering

Job Type

Payroll

Location Type

Onsite

Location

Pune, Maharashtra, India

Salary

INR 20,00,000 – 30,00,000 / Year

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