- Develop and implement NLP-focused ML/DL solutions to power innovative, AI-driven products and features.
- Build and optimize models for text classification, entity recognition, summarization, semantic search, and document understanding.
- Work with traditional ML algorithms (Logistic Regression, SVM, Random Forest, XGBoost, etc.) and deep learning models (RNN, LSTM, GRU, Transformers).
- Design and leverage embeddings for semantic similarity, clustering, and vector-based retrieval.
- Explore and integrate Generative AI techniques into NLP applications like summarization, Q&A, and conversational systems.
- Implement and optimize transformer architectures (BERT, RoBERTa, GPT, etc.) for real-world production workloads.
- Collaborate with cross-functional teams to collect, clean, and preprocess unstructured textual data.
- Deploy, monitor, and maintain models using MLOps best practices including containerized deployments (Docker, Kubernetes) and CI/CD pipelines.
- Stay updated with cutting-edge research by reading research papers, blogs, and technical reports to bring the latest techniques into production.
- Continuously enhance system performance and scalability by applying first-principles mathematical reasoning.
- Bachelor's or Master's degree in Data Science, Computer Science, AI/ML, Statistics, or a related field.
- 3+ years of experience in Data science or machine learning roles with a strong focus on text-based solutions.
- Solid foundation in traditional ML algorithms and deep learning architectures.
- Strong hands-on experience with sequence modeling techniques (RNN, LSTM, GRU) and state-of-the-art transformer architectures, including the BERT family and GPT-based models.
- Strong knowledge of Data Structures and Operating System fundamentals
- Good understanding of embeddings, semantic similarity techniques, and vector databases.
- Knowledge of hyperparameter tuning strategies and model optimization techniques.
- Strong grasp of mathematical fundamentals: Linear Algebra, Probability, Statistics, Optimization, and Calculus.
- Proficiency in Python and frameworks like PyTorch, TensorFlow, or Keras.
- Experience with SQL and preferably NoSQL databases.
- Familiarity with MLOps concepts and tools for scalable deployment.
- Awareness of Generative AI and its applications in NLP.
- Exposure to multi-agent orchestration frameworks (LangChain, LangGraph, MCP, etc.).
- Experience with retrieval-augmented generation (RAG) and vector search pipelines.
- Familiarity with containerized deployments using Docker and Kubernetes.
- Working knowledge of cloud platforms (AWS, GCP, Azure).
- Understanding of version control systems like Git.
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Principal Data Scientist/Sr Data Scientist/Data Scientist
Only for registered members
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Data Scientist - Bengaluru - Perfios
Description
Key Responsibilities:
Qualifications:
Technical Skills
Preferred Skills:
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Data Scientist
Only for registered members Bengaluru, Karnataka
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Data Scientist
Only for registered members Bengaluru
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Data Scientist
Only for registered members Bengaluru
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Data Scientist/ Scientist/Lead Data Scientist
Only for registered members Bengaluru, Chennai, Mumbai
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scientist - data scientist
Only for registered members Bengaluru, Karnataka
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scientist - data scientist
Only for registered members Bengaluru
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scientist - data scientist
Only for registered members Bengaluru
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Principal Data Scientist/Senior Data Scientist/Data Scientist
Only for registered members Bengaluru
-
Principal Data Scientist/Sr Data Scientist/Data Scientist
Only for registered members Bengaluru
-
Data Scientist
Full time Only for registered members Bengaluru
-
Senior Data Scientist/ Data Scientist
Full time confidential- Bengaluru / Bangalore
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Data Scientist-
Only for registered members Bengaluru, Karnataka, India
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Data Scientist
Only for registered members Bengaluru
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Data Scientist
Only for registered members Bengaluru, Karnataka, India
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Data Scientist
Only for registered members Bengaluru
-
Data Scientist
Ambient Scientific India Pvt Ltd .- Bengaluru
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Data Scientist
Full time confidential- Bengaluru / Bangalore
-
Data Scientist
Only for registered members Bengaluru
-
Data Scientist
Only for registered members Bengaluru, Karnataka
-
Data Scientist
Only for registered members Bengaluru
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Data Scientist
Only for registered members Bengaluru
