Manager - Advanced Analytics ML GenAI

2 weeks ago


Bengaluru, Karnataka, India Sampoorna Consultants Full time ₹ 12,00,000 - ₹ 36,00,000 per year

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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