24 Aug
|
CG VAK Software & Exports
|
Gurugram
24 Aug
CG VAK Software & Exports
Gurugram
We are looking for a highly skilled Data Scientist with strong expertise in Core Data Science, Machine Learning, Natural Language Processing (NLP), and Deep Learning. The ideal candidate will have hands-on experience developing, training, evaluating, and deploying machine learning and deep learning models to solve complex business problems.
Key Responsibilities
Develop and implement end-to-end Machine Learning and Deep Learning models for real-world business problems.
Perform data exploration, preprocessing, feature engineering, model selection, training, and evaluation.
Apply statistical and mathematical techniques to identify patterns, trends, and insights from complex datasets.
Build NLP solutions for text classification, sentiment analysis, entity recognition, information extraction, text similarity, and language understanding.
Develop deep learning models using architectures such as CNNs, RNNs, LSTM/GRU, Transformers, and Attention mechanisms.
Work with structured and unstructured data and develop scalable data science solutions.
Perform model optimization, hyperparameter tuning,
cross-validation, and error analysis.
Evaluate models using appropriate metrics and establish model performance benchmarks.
Collaborate with Data Engineers, ML Engineers, Software Engineers, Product Managers, and business stakeholders.
Translate business requirements into analytical and machine learning solutions.
Conduct experimentation and proof-of-concepts and convert successful approaches into production-ready solutions.
Monitor model performance and continuously improve accuracy, scalability, and efficiency.
Document methodologies, experiments, models, and results.
Mandatory Technical Skills
Strong foundation in Core Data Science and Machine Learning.
Solid hands-on expertise in Python.
Experience with ML libraries such as Scikit-learn, Pandas, NumPy, SciPy.
Strong understanding of supervised and unsupervised learning algorithms.
Experience with:
Regression and Classification
📌 Core Data Scientist (Gurugram)
🏢 CG VAK Software & Exports
📍 Gurugram