Data Scientist - Pune, India - Redian Software

Redian Software

Verified Company

Pune, India

1 week ago

Posted by:

Deepika Kaur

beBee Recuiter

Description

Job Information:

Work Experience

4-6 years
***Industry

IT Services
***Salary

As per Company Norms
***City

Pune City
***Province

Maharashtra
***Country

India
***Postal Code

411001

Roles and Responsibilities:

Develop custom LLMs using graphs, NLP techniques, DL, and ML methodologies to extract insights and derive meaningful patterns from data.
Design and implement recommendation systems to enhance user experiences, increase customer engagement, and drive revenue generation.
Analyze and preprocess large data sets, ensuring data quality and accuracy for model development.
Utilize predictive modeling and machine learning algorithms to optimize business outcomes, such as customer segmentation, revenue generation, and ad targeting.
Collaborate with crossfunctional teams to develop A/B testing frameworks, monitor model performance, and iterate on models based on feedback.

ESSENTIAL SKILLS:

Solid understanding of data science principles, statistical analysis, and machine learning algorithms.
Proficiency in programming languages such as Python, R, or Scala for data manipulation, analysis, and modeling.
Experience in developing custom LLMs, utilizing graphs, NLP techniques, DL, and ML methodologies.
Strong knowledge of recommendation systems, collaborative filtering, contentbased filtering, and evaluation metrics.
Familiarity with graphbased analytics, graph algorithms, and network analysis.
Ability to preprocess and clean data, handle missing values, and deal with unstructured text data.
Proficient in using libraries and frameworks such as TensorFlow, Keras, PyTorch, scikitlearn, or NLTK.
Excellent problemsolving skills and ability to translate business requirements into datadriven solutions.
Strong communication skills to effectively collaborate with crossfunctional teams and present complex findings to nontechnical stakeholders.

Education and Experience:

Master's degree or PHD in Data Science, Computer Science, Statistics, or a related field with at least 3 years' experience in Advanced NLP architecture like Transformers, BERT, XLNET, RoBERTa, T5, GPT.
Bachelor's degree with Proven experience as a Data Scientist for at least 5 Years, with a focus on developing LLMs and Advanced NLP architecture like Transformers, BERT, XLNET, RoBERTa, T5, GPT..