Thoucentric - Data Scientist - NLP
3 weeks ago
Job Description :
At Thoucentric, we work on various problem statements.
The most popular ones are :
- Building capabilities that address a market need, basis our ongoing research efforts
- Solving a specific use case for a current or potential client based on challenges on-ground
- Developing new systems that help be a better employer and a better partner to clients
- All of these need the best of minds to work on them day-to-day;and we do exactly that
- Your contribution to organization development is as important as outward facing consulting.
- We are invested in both, employee growth and client success
We are seeking a skilled Deep Learning and NLP Data Scientist to join our team. The ideal candidate will be responsible for designing, developing, and implementing machine learning models and algorithms to tackle complex NLP problems.
This role involves working with large datasets, leveraging deep learning techniques, and applying NLP methodologies to extract meaningful insights. As an NLP data scientist, you will be responsible for uncovering critical insights from tons of unstructured web data.
Responsibilities :
- Research, design, and develop machine learning models and algorithms for NLP tasks such as sentiment analysis, named entity recognition, language generation, etc.
- Preprocess and analyse large volumes of text data to derive insights and features for model training.
- Implement state-of-the-art deep learning architectures for NLP tasks and fine-tune existing models for improved performance.
- Collaborate with cross-functional teams including software engineers, data engineers, and domain experts to integrate NLP solutions into products/services.
- Fine-tune pre-trained language models for generative AI applications.
- Apply, discover, and research techniques to optimize existing LLM training and serving, as well as improving the model quality.
- Develop and deploy the LLMs for a variety of content generation tasks.
- Evaluate model performance, conduct experiments, and iterate on models to enhance accuracy and efficiency.
- Stay updated with the latest advancements in deep learning, NLP, LLMs and related fields to bring innovative solutions to the team.
- Requirements :
- Strong proficiency in machine learning, deep learning, and NLP techniques with hands on experience in frameworks such as TensorFlow, PyTorch, or Keras
- Proficiency in programming languages such as Python for data manipulation and model implementation.
- Strong working knowledge of Python's numerical, data analysis, or AI frameworks such as NumPy, Pandas,
- Scikit-learn, Jupyter, etc. Advanced SQL skills with SQL Server and PySpark experience.
- Experience with NLP libraries like NLTK, spaCy, Transformers, etc.
- Solid understanding of neural network architectures, attention mechanisms, and sequence modeling for NLP tasks.
- Ability to work with large-scale datasets and apply data preprocessing techniques for NLP.
- Previous work or research experience in deploying NLP models in production environments.
- Experience with cloud platforms such as Azure/AWS is preferred.
Benefits :
- What a Consulting role at Thoucentric will offer you?
- Opportunity to define your career path and not as enforced by a manager
- A great consulting environment with a chance to work with Fortune 500 companies and startups alike.
- A dynamic but relaxed and supportive working environment that encourages personal development.
- Be part of One Extended Family. We bond beyond work - sports, get-togethers, common interests etc.
- Work in a very enriching environment with Open Culture, Flat Organization and Excellent Peer Group.
- Be part of the exciting Growth Story of Thoucentric
(ref:hirist.tech)-
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