Senior Data Scientist

2 weeks ago

Jaipur, India Hireveda Full time

Responsibilities :


- Design, develop, and optimize recommendation systems to enhance user experience and engagement across platforms.


- Build and deploy chatbots with advanced NLP capabilities for automating customer interactions and improving business processes.


- Lead the development of Generative AI solutions, including content generation and automation.


- Research and apply Large Language Models (LLMs) like GPT, BERT, and others to solve business-specific problems and create innovative solutions.


- Collaborate with engineering teams to integrate machine learning models into production systems, ensuring scalability and reliability.


- Perform data exploration, analysis, and feature engineering to improve model performance.


- Stay updated on the latest advancements in AI and ML technologies, proposing new techniques and tools to enhance our product capabilities.


- Mentor junior data scientists and engineers, providing guidance on best practices in AI/ML model development and deployment.


- Collaborate with product managers and business stakeholders to translate business goals into AI-driven solutions.


- Work on model interpretability, explainability, and ensure models are built in an ethical and responsible manner.


Requirements :


- 5+ years of experience in data science or machine learning, with a focus on building and deploying AI models.


- Strong expertise in designing and developing recommendation systems and working with collaborative filtering, matrix factorization, and content-based filtering techniques.


- Hands-on experience with chatbots using Natural Language Processing (NLP) and conversational AI frameworks.


- In-depth understanding of Generative AI, including transformer-based models and GANs (Generative Adversarial Networks).


- Experience working with Large Language Models (LLMs) such as GPT, BERT, T5 etc.


- Proficiency in machine learning frameworks such as TensorFlow, PyTorch, and Scikit-learn.


- Strong programming skills in Python and libraries such as NumPy, Pandas, Hugging Face, and NLTK.


- Experience with cloud platforms like AWS, GCP, or Azure for deploying and scaling machine learning models.


- Solid understanding of data pipelines, ETL processes, and working with large datasets using SQL or NoSQL databases.


- Knowledge of MLOps and experience deploying models in production environments.


- Strong problem-solving skills and a deep understanding of statistical methods and algorithms.


Preferred Qualifications :


- Experience with Reinforcement Learning and Recommender Systems personalization techniques.


- Experience working with AWS Bedrock services.


- Familiarity with ethical AI and model bias mitigation techniques.


- Experience with A/B testing, experimentation, and performance tracking for AI models in production.


- Prior experience mentoring junior data scientists and leading AI/ML projects.


- Strong communication and collaboration skills, with the ability to convey complex technical concepts to non-technical stakeholders.


(ref:hirist.tech)

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