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  • 2 weeks ago

jobs description

• 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

• 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

• Opportunity to work on technical challenges that may impact across geographies
• Vast opportunities for self-development: online university, knowledge sharing opportunities globally, learning opportunities through external certifications
• Opportunity to share your ideas on international platforms
• Sponsored Tech Talks & Hackathons
• Unlimited access to LinkedIn learning solutions
• Possibility to relocate to any EPAM office for short and long-term projects
• Focused individual development
• Benefit package
• Health benefits
• Retirement benefits
• Paid time off
• Flexible benefits
• Forums to explore beyond work passion (CSR, photography, painting, sports, etc
Gurugram Haryana India


Apply - Lead Data Scientist Gurugram