Senior Data Scientist

Data Science, Python, NLP Preprocessing

Bangalore, Hyderabad, Pune, Gurgaon, Chennai

We are seeking a seasoned Senior Data Scientist with 4-8 years of experience to become part of our team.

In this role as a Senior Data Scientist, you will focus on creating, developing, and deploying data science models and machine learning algorithms to tackle intricate challenges. You will work alongside data engineers and data scientists to gather, pre-process, and organize datasets that are optimal for training.

Responsibilities

Create, develop, and deploy innovative data science models and machine learning algorithms to address intricate challenges, including architectural design, data pre-processing, training, optimization, and evaluation
Work collaboratively with data engineers and data scientists to gather, pre-process, and organize datasets for training
Train and refine machine learning/deep learning models using extensive datasets and distributed computing frameworks, ensuring models are optimized for performance, efficiency, and scalability
Design and execute experiments to assess the performance, robustness, and generalization of machine learning/deep learning models, employing appropriate metrics and statistical analysis for interpretation of results
Generate technical documentation detailing model architecture, implementation, and experimental outcomes, and communicate findings, insights, and recommendations to both technical and non-technical audiences

Requirements

Bachelor’s or master’s degree in computer science, Data Science, Statistics, or a related field
4 to 8 years of experience
Strong foundation in Machine Learning, Deep Learning, Computer Vision, NLP
Proficiency in Python
Experience with deep learning frameworks such as Tensorflow, Pytorch, Keras, Jax
Experience with pandas, scikit-learn, Matplotlib, spacy, statsmodel
General understanding of data structures, algorithms, multi-threaded programming, and distributed computing concepts
Knowledge of statistical and algorithmic models and fundamental mathematical concepts, such as linear algebra and probability
Familiarity with cloud services like AWS, Google Cloud, Azure
Excellent written and verbal communication skills