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Data Scientist
Data Science, Python, NLP Preprocessing
Hyderabad, Bangalore, Pune, Chennai, Gurgaon
We are seeking a highly skilled Data Scientist to join our team.
Our client is a leading provider of innovative solutions in the field of Business and Data Analysis. As a Data Scientist, you will be responsible for designing and implementing data science models and machine learning algorithms that solve complex problems and provide insights to our clients.
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 3 to 5 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