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Client:
Next-Link
Location:
Job Category:
Other
Job Reference:
e7b0900de71a
Job Views:
4
Posted:
17.02.2025
Expiry Date:
03.04.2025
Job Description:
Key Responsibilities:
* Data Pipeline Development: Building complete data pipelines, from ingestion to transformation, processing, and visualization.
* Data Mining: Expertise in descriptive and predictive data mining, using machine learning (ML) and natural language processing (NLP) techniques.
* AI Application Development: Developing modern AI-based applications using Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and other cloud tools.
* Azure Expertise: Strong experience with Azure tools, specifically in building AI and agentic applications.
* NLP Tasks: Performing sentiment analysis, topic modeling, Named Entity Recognition (NER), and text classification.
* Data Analysis & Insight Generation: Extracting insights and trends from cross-sectional and time-series data, with a foundation in statistical methods.
* Collaboration & Communication: Effectively communicating insights and collaborating with cross-functional teams.
* Leadership: Mentoring and guiding the team, and facilitating scrum ceremonies.
Requirements
Required Technical Skills:
* Programming & Libraries: Python3, Pandas, Numpy, Pytorch, TensorFlow, SciPy, Seaborn, Dash, PySpark, Scikit-learn, NLTK, Spacy.
* Machine Learning: Knowledge of various ML models (Regression, Decision Trees, Random Forest, SVM, Ensemble methods, Mixture of Experts).
* Data Exploration: Experience with exploratory data analysis (EDA), feature engineering, and processing.
* NLP: Expertise in NLP tasks, data wrangling, embeddings, Generative AI, and prompt engineering.
* Methodologies: Agile Scrum.
* Data Access: SQL knowledge.
* Packaging & Deployment: Experience with ONNX, Pickle, Docker images.
* Web Development: Experience with FastAPI, Streamlit, GitOps.
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