Senior Data Scientist

Reposted 11 Days Ago
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Hiring Remotely in İstanbul, Fatih, İstanbul
Remote
Senior level
Cloud • Database • Analytics
The Role
The Senior Data Scientist will design and improve analytical models, develop forecasting techniques, and manage data projects, collaborating with teams using advanced tools.
Summary Generated by Built In

Description

OREDATA is a Digital Transformation & IT Consulting firm with 10+ years of proven expertise and hundreds of successfully implemented projects across the EMEA region. When you join the OREDATA team, you'll be working hand-in-hand with experts focused on tackling digital, operational, analytical & data science challenges with the greatest impact. We foster collaboration with proximity, an agile and autonomous approach and best practices and guiding principles.

Read more:

Apply and be part of our exciting journey!

Note: For our clients whom we provide consultancy services to, this job posting covers multiple roles, and we are hiring for more than one position

Key Responsibilities

    • Designing new analytical models and improving existing models
    • Working with time-series data and developing advanced forecasting models
    • Implementing strategies to handle imbalanced datasets (resampling, SMOTE, class weighting, etc.)
    • Utilizing popular boosting techniques such as XGBoost, LightGBM
    • Enhancing model performance using hyperparameter optimization techniques (Grid Search, Random Search, Bayesian Optimization)
    • Conducting data analysis and preprocessing using SQL on large-scale datasets
    • Managing and analyzing data on GCP BigQuery
    • Developing models, forecasting, and automating processes on the Dataiku platform
    • Visualizing results using BI tools such as Looker and Grafana
    • Integrating AI and GenAI solutions (Copilot Studio, OpenAI Studio, etc.)
    • Managing end-to-end data science projects and deploying models into production in collaboration with integration engineers
Requirements
    • Bachelor's Degree in Computer Engineering/Science, Electrical & Electronics Engineering or equivalent practical experience
    • 5 to 9 years of professional work experience as an AI Engineer / Data Scientist or equivalent
    • Strong proficiency in Python and SQL, with experience in Jupyter Lab, Airflow, Kubernetes (Openshift), and Git (BitBucket)
    • Deep understanding of statistical modeling, supervised and unsupervised learning techniques, feature engineering, and advanced ML techniques such as boosting methods (XGBoost, LightGBM)
    • Experience in working with time-series forecasting methods, including ARIMA, Prophet, and deep learning-based forecasting models
    • Hands-on experience with GCP BigQuery, cloud-based ML solutions, and distributed data processing
    • Strong understanding of Dataiku for model development, deployment, and automation
    • Proficiency in Looker, Grafana, or similar visualization tools to effectively communicate findings
    • Knowledge of hyperparameter tuning techniques, automation pipelines, and integrating ML models into production environments
    • Ability to break down complex business problems into structured analytical tasks and deliver data-driven solutions
    • Strong teamwork skills with the ability to work cross-functionally with engineering, business intelligence, and operations teams
    • Exposure to Generative AI (GenAI) technologies and experience with tools such as Copilot Studio, OpenAI Studio is a plus
Benefits

Why Oredata?

  • Remote working and flexible time off
  • Open communication, flexibility and start-up spirit
  • Learning & Development opportunities for both personal and professional growth
  • Opportunity to get company paid Professional Certificates (Google Cloud Platform, Confluent Kafka, etc)
  • Access to Online Training Platforms (Udemy, Pluralsight, A Cloud Guru, Coursera, etc.)
  • Dynamic work ecosystem where you can take initiative and responsibility
  • Opportunity to work on international projects
  • Opportunity to support your English
  • Private Health Insurance
  • Birthday Leave Policy

Get to know us

If you want to know more about us and what we do, then visit our website:

Top Skills

Airflow
Arima
Dataiku
Gcp Bigquery
Git
Grafana
Jupyter Lab
Kubernetes
Lightgbm
Looker
Prophet
Python
SQL
Xgboost
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The Company
HQ: İstanbul, Esenler
110 Employees
On-site Workplace
Year Founded: 2013

What We Do

Oredata is your trusted partner in next-generation analytics and data solutions. As a Google Cloud Managed Service Provider (MSP) Partner in the MENAT Region, Oredata is recognized for its excellence in delivering superior analytics solutions. Specializing in uncovering business opportunities from the explosion of structured transactional data, Oredata provides comprehensive services including data integration, transformation, and visualization, enabling customers to perform interactive business analysis on big data and drive strategic growth and success.

Credentials

Google Cloud Managed Service Provider (MSP) Partner: As a proud Google Cloud MSP Partner, Oredata is recognized for its excellence in providing superior analytics solutions.

Award-Winning Excellence: Honored as Google Cloud's 'Partner of the Year' for the second consecutive year in the MENAT region, Oredata continues to lead in transforming data into meaningful insights.

Services

- Cloud Managed Services: Ensure optimal performance and reliability of cloud infrastructure with Oredata's comprehensive managed services.

- Cloud Migration Services: Seamlessly transition to the cloud with minimal disruption and maximum efficiency through Oredata's expertise.

- Data & Analytics Services: Unlock valuable insights with Oredata's advanced data analytics solutions.

- Infrastructure Services: Build and maintain a robust, scalable infrastructure tailored to business needs with Oredata's support.

- Application Development Services: Develop and revamp applications to leverage the full potential of cloud-native solutions with Oredata.

- Google Workspace: Enhance collaboration and productivity with Oredata's expert Google Workspace solutions.

-Outsource Services: Access specialized skills and expertise to complement in-house capabilities through Oredata's outsourcing services.

Discover how Oredata can elevate your business by visiting oredata.com. Let's transform your data into your most valuable resource.

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