Senior Data Scientist
- Codiant
- 5 - 8 years
- Indore
- 4 months ago
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Job Description
- Hands-on experience with the design and implementation of Machine Learning and Deep Learning models for solving business problems.
- Wide experience in NLP techniques and frameworks such as SpaCy, TextBlob, Gensim, NLTK, etc.
- Good understanding of statistical concepts, models, and best practices.
- Develop, test, and maintain web-based applications to specified designs and standards using Python and frameworks like FastAPI, Django, Flask, etc.
- Proficiency with Python scripting and basic libraries such as NumPy, pandas, Matplotlib, Scikit-learn, Streamlit, OpenCV, etc.
- Good understanding of LLM models such as GPT-3.5, GPT-4, LLama-2, Falcon, Stable Diffusion, Mistral, etc., and fine-tuning techniques.
- Familiarity with various annotation tools like Labelbox, Prodigy, Doccano, etc.
- Familiarity with supervised and unsupervised ML algorithms.
- Good understanding of Deep Learning architectures like Transformer, Mixture of Experts, BERT, Roberta, etc.
- Expertise in LLM application development frameworks like Langchain, Langoid, etc.
- Good understanding of RAG techniques, VectorDBs like PineCone, Faiss, ChromaDB, etc.
- Good understanding of SQL and NoSQL databases.
- Deep understanding of both structured and unstructured datasets and data cleaning techniques.
- Good understanding of MLOps techniques and tools like MLflow, Kubeflow, DVC, etc.
- Hands-on experience with Deep Learning frameworks like PyTorch, TensorFlow, Keras, Hugging Face, etc.
- Good understanding of model quantization techniques and model performance evaluation.
- Understanding of GPU configurations and troubleshooting, including CUDA.
- Outstanding analytical and problem-solving skills.
- Implemented and proficient with OpenCV.
- Deep understanding of Deep Learning architectures like ANN, CNN, RNN, LSTM, etc.
- Deep understanding of ML architecture designs and complexity for production-ready ML/DL models.
- Good understanding of AWS SageMaker, SQS, Lambda, S3, and Azure ML Studios.
- Good understanding of bot frameworks like Rasa, Amazon Lex, Dialogflow, etc.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data ScientistEmployement Type: Full timeContact Details:
Company: CodiantLocation(s): Indore
Keyskills: LLM Gen AI NLP Tensorflow Prompt Engineering Matplotlib Cnn Machine Learning Ml Algorithms Scikit-Learn Deep Learning Keras Python
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A Yash Technologies Company is an ISO 9001-2008 & ISO/IEC 27001: 2013 Certified Company headquartered at East Moline, IL, USA with the development center in the INDIA and UK. Were a digitally-fluent force with a team of 120+ certified Mobile App developers, UI/UX designers, Analysts, Managers an...
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