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Senior Data Scientist

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Data Science, Python, NLP Preprocessing
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Bangalore
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Senior Data Scientist

We are looking for a Senior Data Scientist with 4-8 years of experience to join our team.

As a Senior Data Scientist, you will be responsible for designing, developing, and implementing data science models and machine learning algorithms to solve complex problems. You will collaborate with data engineers and data scientists to collect, pre-process, and curate datasets suitable for training.

responsibilities
  • Design, develop, and implement novel data science models and machine learning algorithms that solve complex problems. This includes architectural design, data pre-processing, training, optimization, and evaluation of models
  • 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 4 to 8 years of experience is required
  • Solid foundation in Machine Learning, Deep Learning, Computer Vision, NLP
  • Proficiency in Python
  • Experience Deep learning frameworks like Tensorflow, Pytorch, Keras, Jax, etc.
  • Experience with pandas, scikit-learn, Matplotlib, spacy, statsmodel, etc.
  • General understanding of data structures, algorithms, multi-threaded programming, and distributed computing concepts
  • 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)
  • Excellent written and verbal communication skills

Benefits

For you
  • Insurance Coverage 
  • Paid Leaves – including maternity, bereavement, paternity, and special COVID-19 leaves. 
  • Financial assistance for medical crisis 
  • Retiral Benefits – VPF and NPS 
  • Customized Mindfulness and Wellness programs 
  • EPAM Hobby Clubs
For your comfortable work
  • Hybrid Work Model 
  • Soft loans to set up workspace at home 
  • Stable workload 
  • Relocation opportunities with ‘EPAM without Borders’ program

For your growth
  • Certification trainings for technical and soft skills 
  • Access to unlimited LinkedIn Learning platform 
  • Access to internal learning programs set up by world class trainers 
  • Community networking and idea creation platforms 
  • Mentorship programs 
  • Self-driven career progression tool