AIMS Artificial Intelligence & Management Solutions

Senior Data Scientist

İstanbul, İstanbul, TR

2 days ago
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Summary

As AIMS Artificial Intelligence & Management Solutions, we leverage the power of Artificial Intelligence to solve real business problems through advanced analytics and AI.  We create impactful solutions for different sectors since year 2000. We drive AI transformation to ensure the long-term success of organizations.

General Qualifications and Required Skills

  • Bachelor’s or master’s degree in Statistics, Engineering, Computer Science, or Data Science & AI related fields
  • Excellent team member with an ability to clearly communicate at all levels
  •  Strong analytical thinking skills, ability to create a business plan in accordance with time targets and act in accordance with this plan,
  • Minimum 5 years of experience in advanced analytics, including data processing, data preparation, model training, and testing, Machine Learning, and Deep Learning
  • Experienced in analyzing and modeling big data from different channels
  • Strong knowledge of SQL, NoSQL Databases and experienced in writing queries on various data sources (Microsoft SQL, MySQL, Oracle, Exadata, Netezza, Teradata, DB2)
  • Preferably experienced in big data analytics platforms such as Hadoop, Hive/Impala, Spark and developed projects in big data platforms
  • Preferably having experienced in at least one of the visualization platforms such as Qlikview, Qliksense, Cognos, Tableau, Python matplotlib and seaborn, R ggplot2
  • Preferably experienced in developing aCRM projects like Customer Segmentation, Churn, LTV, Credit Risk Scoring, Forecasting, Optimization, Fraud
  • Has a good command of model tracking, versioning (MLflow etc.) and release to production (MLOps) processes
  • Preferably project development experience on cloud platforms (AWS, GCP, Azure)
  • Strong understanding of AI/ML trends and the ability to learn and apply the latest advancements
  • Previous experience in various roles within data organizations, particularly as a data scientist.
  • Excellent command of English with strong communication and team leadership skills
  • Solution-oriented mindset with a customer-focused approach.

Minimum 5 years of experience in:

  • developing predictive models in Phyton (developed with libraries such as Numpy, Pandas, SciKit-Learn etc. inopen-source code development environments)
  • developing predictive models in IBM Watsonx
  • developing predictive models in SAS Viya
  • developing projects on machine learning, artificial intelligence and advanced statistical algorithms and experienced in with various analytics platforms and tools

Responsibilities

  • Building analytical models to optimize business processes, such as operations, credit risk management and aCRM
  • Developing and deploying advanced analytical solutions for standardized model development processes
  • Collaborating with data engineering teams to create robust data pipelines and scalable infrastructure
  • Manage the entire analytical process – from outlining the type of solution through implementation, interpretation



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