Required Qualifications
Bachelor’s degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science, or a related field.
Solid understanding of Python programming and common data structures.
Basic knowledge of machine learning concepts, including supervised learning, unsupervised learning, model evaluation, overfitting, and feature engineering.
Familiarity with Natural Language Processing concepts such as:
Text preprocessing and normalization
Tokenization, stemming, and lemmatization
Text classification
Named Entity Recognition
Sentiment analysis
Information extraction
Semantic similarity and text embeddings
Experience with machine learning and NLP libraries such as:
Scikit-learn
Pandas and NumPy
NLTK or spaCy
Hugging Face Transformers
PyTorch or TensorFlow
Basic understanding of transformer-based models, including BERT, T5, GPT-style models, or similar architectures.
Familiarity with prompt engineering, large language models, and generative AI applications.
Ability to clean, preprocess, label, and analyze text datasets.




Understanding of common NLP evaluation metrics, including precision, recall, F1-score, accuracy, BLEU, ROUGE, and perplexity.
Basic knowledge of REST APIs and experience integrating machine learning models into applications.
Familiarity with Git and collaborative software development workflows.
Strong analytical and problem-solving skills.
Ability to read technical documentation and research papers.
Good written and verbal communication skills.
Willingness to learn new tools, models, and AI development practices.
Preferred Qualifications
Academic, internship, or personal project experience in NLP or generative AI.
Experience fine-tuning pretrained transformer models.
Familiarity with vector databases and semantic search tools such as FAISS, Chroma, Pinecone, Weaviate, or similar platforms.
Basic understanding of Retrieval-Augmented Generation systems.
Exposure to LLM frameworks such as LangChain, LlamaIndex, or similar tools.
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📌 AI/ML Developer (India)
🏢 HubBroker IT Solutions Private
📍 India