Lead Data Scientist

Data Science, Python, NLP Preprocessing

Hyderabad, Bangalore, Pune, Chennai, Gurgaon

We are seeking a highly skilled Lead Data Scientist to join our team.

In this role, you will be responsible for designing, developing, and implementing data science models and machine learning algorithms, including data pre-processing, training, optimization, and evaluation of models.

You will work collaboratively with data engineers and data scientists to collect, pre-process, and curate datasets suitable for training, and train and fine-tune machine learning/deep learning models using large-scale datasets and distributed computing frameworks.

Responsibilities

Design, develop, and implement novel data science models and machine learning algorithms that solve complex problems
Collaborate with data engineers and data scientists to collect, pre-process, and curate datasets suitable for training
Train and fine-tune machine learning/deep learning models using large-scale datasets and distributed computing frameworks.
Design and conduct experiments to evaluate the performance, robustness, and generalization of tune machine learning/deep learning models. Use appropriate metrics and statistical analysis to measure and interpret results
Prepare technical documentation, including model architecture, implementation details, and experimental results.

Requirements

8 to 12 years of experience is required
Bachelor’s or master’s degree in computer science, Data Science, Statistics, or related field
Solid foundation in Machine Learning, Deep Learning, Computer Vision, NLP
Proficiency with Python
Experience with deep learning frameworks like Tensorflow, Pytorch, Keras, Jax, etc.
Experience with pandas, scikit-learn, matplotlib, spacy, statsmodel, etc.
Knowledge of statistical and algorithmic models as well as of fundamental mathematical concepts, such as linear algebra and probability
General understanding of data structures, algorithms, multi-threaded programming, and distributed computing concepts
Familiarity with clouds (AWS, Google Cloud, Azure)
Experience in Natural Language Processing (NLP) preprocessing techniques
Excellent communication skills
B2+ English level