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Data Scientist
3 weeks ago
Job Description :
- Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field
- 6+ years of experience in a Data Science role
- Experience with data processing and feature extraction
- Experience with training (predictive/prescriptive) models and hyperparameter tuning.
- Expertise with the RAG (Retrieve, Adapt, Generate) approach.
- Strong data modelling and data architecture skills
- Strong fundamentals in Mathematics and Computer Science (algorithms)
- Proficient in programming languages such as Python and Java
- Proficient in statistical programming languages such as R, Python, scala
- Strong technical skills to design and implement complex AI solutions
- Proficient with one or more project management tools - Jira, Git, etc.
- Proficiency in machine learning frameworks (e.g., TensorFlow, PyTorch) and data science tools.
- Solid understanding of statistical analysis, data visualization, and exploratory data analysis.
- Experience with big data technologies and distributed computing is a plus.
- Effective verbal and written communication skills in English.
- Tensorflow/Keras/ Deep Learning frameworks
- NLP Understanding & NLP Models Development
- Recurrent NN's/Entity-keyphrase Extraction/Semantic Analysis
- Azure and AWS AI Services (PAAS); Azure ML
- Basics of Generative AI & Foundational Models (Open/Closed)
- Prompt Engineering/RAG/Fine tunning
- Gen AI Orchestration - Langchain, Olama, Llamchain, agents
- Azure ML PromptFlow; AWS Bedrock & Models; Azure Cognitive Search (Cognitive Services) / Vector Databases/ graph databases
- Analytics Tools (Power BI/Grafana/Tableau) - Bonus Points
- LLM OPS - Bonus Points
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