Data Scientist
1 month ago
Job Description
We are seeking a highly skilled Data Scientist/ML Engineer to join our team at 3110 K-T India. The ideal candidate will have experience in NLP, statistics, and Conversational AI, with a strong background in machine learning algorithms and statistical modeling.
Responsibilities
- Design and develop end-to-end ML systems, including traditional ML models and Conversational AI, and deploy them to operate at scale.
- Research and develop innovative statistical models/ML models for data analysis and drive business outcomes.
- Develop and maintain RAG applications, implementing changes to algorithms to improve AI performance and retrieval techniques.
- Use predictive modeling to increase and optimize customer service experience and supply chain optimization.
- Identify patterns in data using statistical modeling, develop custom data models and algorithms to apply to data sets.
- Work with business partners throughout the organization to find opportunities for using company data to drive solutions.
- Collaborate with project managers to establish objectives for AI systems.
Requirements
- Bachelor's degree (or equivalent) in computer science, statistics, applied mathematics, or related discipline.
- Experience solving problems with Conversational AI in a production environment for a High-tech Manufacturing Industry.
- 4+ years of experience in Python and ML packages (NumPy, Keras, Seaborn, Scikit-learn).
- Excellent understanding of machine learning techniques and algorithms such as Regression models, kNN, SVM, NB, Decision Trees.
- Expertise/Familiarity with one or more deep learning frameworks such as TensorFlow, PyTorch.
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