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Data Scientist

Data Scientist

UST

0 years

0 Lacs

bengaluru karnataka india

Posted:2 days ago| Platform:

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Skills Required

data statistics learning vision ai analysis cutting regression clustering testing support lstm content aws sagemaker azure docker kubernetes sql nosql ml research programming tensorflow pytorch keras flask pyspark visualization numpy matplotlib scipy nltk opencv dlib kmeans inference openai tuning deployment devops jenkins git github api integration mysql visual power communication collaboration

Work Mode

On-site

Job Type

Full Time

Job Description

Role Description

Data Scientist

Job Summary

We are looking for a results-oriented Data Scientist with expertise in Statistics, Economics, Machine Learning, Deep Learning, Computer Vision, and Generative AI. The ideal candidate will have a proven track record of building and deploying predictive models, conducting statistical analysis, and applying cutting-edge AI techniques to solve real-world business challenges.________________________________________

Key Responsibilities

Develop models for regression, classification, clustering, and time series forecasting.
Perform hypothesis testing and statistical validation to support data-driven decisions.
Build and optimize deep learning models (ANN, CNN, RNN including LSTM, BERT).
Implement computer vision solutions using YOLOv3, SSD, U-Net, R-CNN, etc.
Apply Generative AI and LLMs (GPT-4, LLaMA2, Bard) for NLP and content generation.
Create interactive dashboards and applications using Streamlit or Flask.
Deploy models using AWS SageMaker, Azure, Docker, Kubernetes, and Jenkins.
Collaborate with cross-functional teams to integrate models into production.
Handle large datasets using SQL/NoSQL and PySpark.
Stay updated with the latest AI/ML research and contribute to innovation.

________________________________________

Technical Skills

Programming & Frameworks:

Languages: Python
Libraries/Frameworks: TensorFlow, PyTorch, Keras, Flask, Transformers, Langchain, PySpark, Caffe
Visualization & Data Tools: Pandas, NumPy, Seaborn, Matplotlib, Scikit-learn, Scipy, NLTK, Streamlit, OpenCV, Scikit-Image, Dlib, MXNet, Fasta

ML & Statistical Techniques

Regression (Linear/Logistic), Decision Trees, Random Forest, KNN, Naïve Bayes
Clustering (KMeans, Hierarchical), Time Series Forecasting
Hypothesis Testing, Statistical Inference

Deep Learning & Computer Vision

ANN, CNN, RNN (LSTM, BERT), VGGs, YOLOv3, SSD, HOGs, DCGAN, U-Net, R-CNN, NEAT, Inpainting

Gen-AI / LLMs

HuggingFace, GPT-4, Bard, LLaMA2, Pinecone, Palm, GenAI Studio, OpenAI fine-tuning

Deployment & DevOps

AWS (SageMaker), Azure, Docker, Kubernetes, Jenkins, Git, GitHub, API integration

Databases & Tools

MySQL, NoSQL
Jupyter Notebook, Google Colab, Visual Studio, Power BI

________________________________________

Qualifications

Bachelor’s or Master’s in Statistics, Economics, Computer Science, Data Science, or related field.
Demonstrated experience in developing and deploying models in production.
Strong analytical and statistical skills.
Excellent communication and collaboration abilities.

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Data Scientist

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Key Responsibilities

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Deep Learning & Computer Vision

Gen-AI / LLMs

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