drjobs Principal Data Scientist - R

Principal Data Scientist - R

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1 Vacancy
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Job Location drjobs

Bangalore - India

Monthly Salary drjobs

Not Disclosed

drjobs

Salary Not Disclosed

Vacancy

1 Vacancy

Job Description

Principal Data Scientist

Primary Skills

    • ML & GenAI Expertise LLMs (GPT RAG) NLP Deep Learning
    • MLOps & Deployment Model lifecycle management CI/CD monitoring
    • Data Engineering Scalable data pipelines big data tools (Databricks/Spark)
    • Programming Python SQL TensorFlow/PyTorch
    • Leadership Team mentoring AI strategy stakeholder collaboration.
    • Hypothesis Testing T-Test Z-Test Regression (Linear Logistic) Python/PySpark SAS/SPSS Statistical analysis and computing Probabilistic Graph Models Great Expectation Evidently AI Forecasting (Exponential Smoothing ARIMA ARIMAX) Tools(KubeFlow BentoML) Classification (Decision Trees SVM) ML Frameworks (TensorFlow PyTorch Sci-Kit Learn CNTK Keras MXNet) Distance (Hamming Distance Euclidean Distance Manhattan Distance) R/ R Studio

Job requirements

    • Education: Bachelors or Masters Degree in Computer Science IT Engineering or related fields.
    • Experience:
    • Overall 12 years of experience including 2 years in delivering AI-powered products.
    • Minimum 2 years of dedicated Product Management experience.
    • At least 1 year of experience with GPT/LLM model development (pre-processing feature selection hyper-parameter tuning).
    • Technical Expertise:
    • Hands-on experience with Agentic AI and Graph RAG solutions.
    • Skilled in developing and training GPT/LLM models for applications such as chatbots Q&A systems and recommendation engines.
    • Strong background in data analysis pre-processing feature engineering and model selection to deliver accurate models efficiently.
    • Continuous monitoring and iteration to improve model accuracy and performance based on feedback.
    • Collaboration & Leadership:
    • Work closely with cross-functional teams to define product requirements and develop GPT/LLM use cases.
    • Define and align the vision for Data/AI use cases with senior leadership for medium- and long-term goals.
    • Soft Skills:
    • Strong analytical strategic thinking problem-solving and project management skills.
    • Exceptional attention to detail ability to innovate and address challenges at both macro and micro levels.

Required Experience:

Staff IC

Employment Type

Full-Time

Company Industry

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