An exciting opportunity exists for an experienced Data Scientist to join the newly established Ed-Tech venture leading its ambitious vision to develop personalized competitive examinations cracking journey. You will take the lead with the design, creation, and installment of analytics systems.
You will ideally have extensive experience building analytics products from a technology perspective.
- Drive the analytics solution
- Create re-usable analytics solutions for the future projects
- Keep the technology stack up to date
This role will develop as the new venture takes shape and therefore its specification will be reviewed regularly and modified, if required, in accordance with the needs of the future business requirements.
- 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
Required Qualifications, Skills, and Experience
- Should be BE/BTech/MTech
- 3 to 7 years of experience in building NLP-based analytics solutions
- Proven experience as an NLP Engineer or similar role
- Understanding of NLP techniques for text representation, semantic extraction techniques, data structures, and modeling
- Knowledge of Sagemaker on AWS is a must
- Deep understanding of text representation techniques (such as n-grams, a 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)
- Strong communication skills
- An analytical mind with problem-solving abilities
- Degree in Computer Science, Mathematics, Computational Linguistics, or a similar field
- Familiarity with transfer learning such as Transformers, Attention, BERT
