Senior Data Scientist
JD - Data Scientist II
About ALLEN Digital:
At ALLEN Digital, we spearhead a technology-driven approach to education, leveraging top-tier tech talent from leading technology firms. Through our strategic collaboration with Bodhi Tree Systems, a prominent venture capital firm known for building & scaling tech-first brands, we are revolutionizing education with a tech-first approach.
We address two critical challenges in the current education landscape: the need for more emphasis on holistic learning and adopting a one-size-fits-all approach. We are leveraging AI to develop an innovative ed-tech platform to provide students with a compelling end-to-end learning experience. Our goal is to transform education by providing personalized learning experiences that transcend traditional classrooms by catering to individual learning needs and to drive significant improvements in learning outcomes.
Website : https://allen.in
Funding News :
https://yourstory.com/2023/05/allen-career-institute-online-coaching-competitive-exams-edtech
Location: Bengaluru
Reporting to : Chief Data Scientist
Work Arrangement : Work from Office
Role Overview:
As a Data Scientist II at ALLEN Digital, you will be responsible for designing, developing, and
implementing NLP tasks like content understanding and generation using Large Language Models
(LLMs) and customized models. The primary focus will be on applying NLP techniques/LLMs to
understand grade 12 math, biology, and other subjects to tag and generate content like questions,
concept cards, video transcripts, etc.
Job Responsibilities:
● Design and develop natural language processing systems.
● Use effective text representations to transform natural language into useful features.
● Develop NLP systems according to requirements.
● Train the developed model and run evaluation experiments.
● Apply NLP techniques/LLMs to understand grade 12 math, biology, and other
subjects.
● Tag and generate content like questions, concept cards, video transcripts, etc.
● Work closely with NLP Scientists and Software Engineers to deploy NLP models in
production.
● Remain updated in the rapidly changing field of machine learning.
What we are looking for:
● Master’s degree in computer science, mathematics, computational linguistics or
equivalent.
● A total of 2-6 years of experience, including at least 2 years in roles involving NLP
● Understanding of NLP techniques for text representation, semantic extraction techniques, data
structures and modeling.
● Deep understanding of text representation techniques (such as n-grams, bag of words,
sentiment analysis etc), statistics and classification algorithms.
● Knowledge of Python.
● Experience with machine learning frameworks (like Keras or PyTorch) and libraries (like
scikit-learn).
● Strong communication skills.
Why Join us:
Join us in shaping the future of learning. Be part of a team that's driven by innovation, focused on
outcomes, and passionate about empowering students across the country. At ALLEN Digital, your work will make a measurable impact on millions of lives.