Data Scientist: ML, Forecasting & Analytics

Abdi Ibrahim Pharmaceuticals; Fatih; On-site; TRY 420,000 - 620,000; Full time

Job summary

Abdi İbrahim Pharmaceuticals is hiring a Data Scientist to develop and validate machine learning, data mining, and advanced analytics models across business functions. You will perform EDA, feature engineering, model training, and evaluation to generate actionable insights from large datasets.

The role requires strong Python (Pandas, NumPy, Scikit-learn) skills, SQL proficiency, experience with data visualization tools (Power BI, Tableau), and familiarity with cloud environments (Azure, AWS,

Qualifications

• BSc or MSc degree in a quantitative field such as Computer Engineering, Industrial Engineering, Mathematics, Statistics, or related disciplines.
• 1+ years of hands-on experience in Machine Learning, Data Mining, Data Science, or Advanced Analytics.
• Good understanding of Machine Learning algorithms such as regression, classification, clustering, and tree-based models.
• Hands-on experience with data preprocessing, feature engineering, model training, and model evaluation.
• Proficiency in Python and commonly used data science libraries such as Pandas, NumPy, and Scikit-learn.
• Good knowledge of SQL and relational databases.
• Familiarity with data visualization tools such as Power BI, Tableau, or equivalent.
• Good understanding of statistical analysis and analytical problem-solving.
• Strong analytical thinking, problem-solving, and communication skills.

Responsibilities

• Develop and validate machine learning, data mining, and advanced analytics models to solve business problems.
• Perform exploratory data analysis (EDA) and generate actionable insights from large datasets.
• Perform data preprocessing, feature engineering, model training, and model evaluation.
• Develop predictive, classification, clustering, and segmentation models.
• Write efficient SQL queries to extract, transform, and analyze data from enterprise data sources.
• Develop Python-based analytical solutions and automation workflows.
• Monitor model performance and contribute to model improvement activities.
• Work with senior team members and business stakeholders to translate business needs into analytical solutions.
• Prepare analytical outputs, reports, and visualizations for technical and non-technical stakeholders.
• Document analytical methodologies, assumptions, and model results.
• Contribute to Advanced Analytics and Data Science projects and initiatives.
• Experience with time series forecasting, recommender systems, NLP or computer vision.
• Experience with MLOps, model deployment and automation.
• Experience in cloud environments (Azure, AWS, GCP).

Skills

Machine Learning

Data Mining

Python

SQL

Data Visualization

Statistical Analysis

Communication Skills

EDA

Education

BSc/MSc in quantitative field

Tools

Pandas

NumPy

Scikit-learn

Power BI

Tableau

Job description

Abdi İbrahim Pharmaceuticals is hiring a Data Scientist to develop and validate machine learning, data mining, and advanced analytics models across business functions. You will perform EDA, feature engineering, model training, and evaluation to generate actionable insights from large datasets.

The role requires strong Python (Pandas, NumPy, Scikit-learn) skills, SQL proficiency, experience with data visualization tools (Power BI, Tableau), and familiarity with cloud environments (Azure, AWS,