27 Aug
|
CG VAK Software & Exports
|
Gurugram
27 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
- Solid foundation in Core Data Science and Machine Learning.
- Strong 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
📌 Core Data Scientist (Gurugram)
🏢 CG VAK Software & Exports
📍 Gurugram