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Senior NLP Engineer
4 months ago
Job Description :
We at Captain Fresh, are building smart supply chain to deliver the highest quality seafood and meat for the Indian consumer. Our innovations in process management and workforce orchestration along with strong industry credentials are enabling us to deliver the fastest harvest-to-fork in the industry.
Our endeavor is to leverage experience across various parts of the value chain - farming, production, delivery to marquee brands - to deliver similar value to the Indian consumers.
Responsibilities :
- Develop and maintain conversational AI systems and chatbots using state-of-the-art NLP frameworks and tools, including Hugging Face Transformers.
- Design and implement NLP models for various applications, such as text classification, sentiment analysis, intent recognition, and entity recognition.
- Collaborate with cross-functional teams to gather requirements, define project scopes, and deliver solutions that meet business objectives.
- Work on language generation and understanding tasks to improve the capabilities of chatbots and virtual assistants.
- Utilize Langchain and other relevant technologies to build multilingual NLP solutions.
- Conduct research on emerging NLP and AI trends, and integrate innovative techniques into existing systems.
- Perform data pre-processing, feature engineering, and model training to ensure the highest level of accuracy and efficiency.
- Optimize and fine-tune NLP models to improve their performance and resource efficiency.
- Evaluate and implement security measures to protect sensitive user data in NLP applications.
- Provide technical guidance and mentorship to junior team members.
Requirements :
- Bachelor's or Master's degree in Computer Science, Artificial Intelligence, or a related field.
- Minimum of 3 years of professional experience in NLP engineering, with a focus on chatbots, Langchain, Hugging Face, and General AI technologies.
- Strong proficiency in programming languages such as Python and familiarity with relevant libraries and frameworks (e.g. TensorFlow, PyTorch).
- Proven experience with Hugging Face Transformers and other NLP libraries.
- Solid understanding of NLP concepts, including tokenization, embeddings, sequence-to-sequence models, and attention mechanisms.
- Experience working with large datasets and applying data preprocessing techniques.
- Knowledge of best practices for model deployment and serving in production environments.
- Excellent problem-solving skills and the ability to work independently and as part of a team.
- Strong communication skills and the ability to explain complex technical concepts to non-technical stakeholders.
- Experience with cloud computing platforms (e.g.AWS, Azure, GCP) is a plus.
If you are passionate about pushing the boundaries of NLP and AI technologies and are eager to work on cutting-edge projects, we would love to hear from you. Join our team and contribute to building the future of conversational AI.
Why Explore a Career at Captain Fresh :
If you want to work at a starup with a no nonsense flat organizational structure where everyone values progress and each other's work and it's impact on the business, then Captain Fresh will be a good fit for you.
Benefits at Captain Fresh :
- Better than market rate salary
- Group health insurance
- Stock options
- Free Lunch
