Job Description
Technical Program Manager -I (Data Science)-
We are looking for a Natural Language Processing expert to help us improve our NLP products and create new NLP applications.
Responsibilities include transforming natural language data into useful features using NLP techniques to feed classification algorithms. To succeed in this role, you should possess outstanding skills in deep learning techniques, Sequence to sequence, LSTMs, RNNs, CNNs, machine learning methods, text representation techniques, language models, statistical analysis etc. Your ultimate goal is to develop efficient self-learning NLP applications.
Responsibilities
- Study and transform data science prototypes
- Design NLP applications
- Select appropriate annotated datasets for Supervised Learning methods
- Use effective text representations to transform natural language into useful features
- Find and implement the right algorithms and tools for NLP tasks
- Develop NLP systems according to requirements
- Train the developed model and run evaluation experiments
- Perform statistical analysis of results and refine models
- Extend ML libraries and frameworks to apply in NLP tasks
- Remain updated in the rapidly changing field of machine learning
Requirements
- Proven hands on experience as an NLP Engineer or similar role (minimum 4 years of relevant experience & 10 plus years of total work experience)
- Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling
- Ability to effectively design software architecture
- Deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis etc), statistics and classification algorithms
- Knowledge of Python, Java and R
- Ability to write robust and testable code
- Experience with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn, Numpy, Scipy, Pandas)
- Experience with Deep Learning
- Experience with one or more visualization tools like Tableau, Qlicksense, PowerBi etc
- DB Skills like SQL, NoSQL, Big Data (Medium Proficiency)
- Strong communication skills
- An analytical mind with problem-solving abilities
- Degree in Computer Science, Mathematics, Computational Linguistics or similar field