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 and lead a project focused on developing novel data science models and machine learning algorithms to solve complex problems.

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. Optimize models for performance, efficiency, and scalability
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. Communicate findings, insights, and recommendations to both technical and non-technical stakeholders

Requirements

Bachelor’s or master’s degree in computer science, Data Science, Statistics, or related field
Minimum of 8 to 12 years of experience is required
Solid foundation in Machine Learning, Deep Learning, Computer Vision, NLP
Proficiency in Python
Experience with deep learning frameworks like Tensorflow, Pytorch, Keras, Jax, etc.
General understanding of data structures, algorithms, multi-threaded programming, and distributed computing concepts
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
Familiarity with cloud services (AWS, Google Cloud, Azure)
Experience in Natural Language Processing (NLP) preprocessing techniques
Excellent written and verbal communication skills
B2+ English level proficiency