Manager - Advanced Analytics ML GenAI
2 weeks ago
Manager - Advanced Analytics ML GenAI - J49828
Role & responsibilities
Proficient in the following advanced analytics techniques:
• Descriptive Analytics: Statistical analysis, data visualization.
• Predictive Analytics: Regression analysis, time series forecasting, classification techniques, market mix modeling
• Prescriptive Analytics: Optimization, simulation modeling.
• Text Analytics: Natural Language Processing (NLP), sentiment analysis.
Extensive knowledge of machine learning techniques, including:
• Supervised Learning: Linear regression, logistic regression, decision trees, support vector machines, random forests, gradient boosting machines among others
• Unsupervised Learning: K-means clustering, hierarchical clustering, principal component analysis (PCA), anomaly detection among others
• Reinforcement Learning: Q-learning, deep Q-networks, etc.
Experience with Generative AI and large language models (LLMs) for text generation, summarization, and conversational agents.
• Researching, loading and application of the best LLMs (GPT, Gemini, LLAMA, etc.) for various objectives
• Hyper parameter tuning
• Prompt Engineering
• Embedding & Vectorization
• Fine tuning
Proficiency in data visualization tools such as Tableau or Power BI.
Strong skills in data management, structuring, and harmonization to support analytical
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