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Senior Data Scientist

Senior Data Scientist

paques indonesia
5-7 Years
  • Posted a day ago
  • Be among the first 10 applicants

Job Description

About the role

Design, implement, and optimize scalable data science solutions supporting executive decision-making. Develop machine learning models for prediction, classification, anomaly detection, forecasting, sentiment analysis and risk scoring. Analyze structured and unstructured datasets to uncover insights and emerging trends.

Key responsibilities

  • Design, implement, and optimize scalable data science solutions supporting executive decision-making
  • Develop machine learning models for prediction, classification, anomaly detection, forecasting, sentiment analysis and risk scoring
  • Analyze structured and unstructured datasets to uncover insights and emerging trends
  • Develop statistical models, predictive analytics and AI-driven recommendation systems
  • Build, evaluate, deploy and monitor machine learning models in production environments
  • Collaborate with AI Architects and Data Engineers to integrate machine learning with Generative AI and RAG pipelines
  • Design experiments, evaluation metrics and continuous feedback mechanisms to improve model performance
  • Ensure data science solutions are scalable, maintainable and production-ready
  • Support the development of executive intelligence products through advanced analytics and AI
  • Contribute to the adoption of best practices in machine learning, MLOps and responsible AI

Requirements

  • Bachelor's degree in Engineering, Computer Science, Mathematics, Statistics, Data Science or related fields
  • Minimum 5+ years of experience in data science, machine learning, predictive analytics or statistical modelling
  • Strong knowledge of machine learning algorithms, natural language processing, time-series forecasting and statistical analysis
  • Proficiency in Python and data science libraries such as Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, XGBoost or LightGBM
  • Experience working with SQL, large-scale datasets, feature engineering, and data visualization
  • Hands-on experience with MLOps tools and production model deployment
  • Familiarity with Generative AI, LLMs, Retrieval-Augmented Generation (RAG), embeddings and vector databases is highly preferred
  • Strong understanding of AI governance, model evaluation, explainability and responsible AI principles
  • Excellent analytical, problem-solving, communication and presentation skills

More Info

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Key Skills

embeddings

Generative AI

LLMs

LightGBM

Scikit-learn

vector databases

Retrieval-Augmented Generation

About Company

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