Lead Data Scientist

Data Science, Python, NLP Preprocessing

Hyderabad, Bangalore, Pune, Chennai, Gurgaon

We are seeking a Lead Data Scientist to join our team and lead a project focused on developing novel data science models.

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.

Responsibilities

Prepare technical documentation, including model architecture, implementation details, and experimental results. Communicate findings, insights, and recommendations to both technical and non-technical stakeholders
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
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
Train and fine-tune machine learning/deep learning models using large-scale datasets and distributed computing frameworks. Optimize models for performance, efficiency, and scalability

Requirements

Bachelor’s or master’s degree in computer science, Data Science, Statistics, or related field
Minimum of 8 to 12 years of experience
Expertisein 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 in Natural Language Processing (NLP) preprocessing techniques
Knowledge of statistical and algorithmic models as well as of fundamental mathematical concepts, such as linear algebra and probability
Skills with cloud services (AWS, Google Cloud, Azure)
Experience with pandas, scikit-learn, matplotlib, spacy, statsmodel, etc.
Upper-intermediate English level proficiency