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Ciklum is a global digital solutions company headquartered in London, UK.
25 березня 2021

Senior Data Scientist for Ciklum Digital (210001QU) (вакансія неактивна)

Київ, Харків, Львів, Дніпро, Одеса, Вінниця, віддалено

On behalf of Ciklum Digital, Ciklum is looking for a Senior Data Scientist to join the UA team.

About the Project

Goal of the project is to design and develop a one of a kind intelligent platform that automates the identification, evaluation and selection of construction sites best suited for electric vehicle charging stations.

To achieve such, the site selection platform require an intuitive user interface with superior user experience that presents the right data insights, at the right time to the right user.

The platform will also require the development of a state of the art data architecture and loosely coupled technical infrastructure, utilising big data compute on the Cloud for vast amount of GIS Geodata and other commercial datasets.

Finally, there also be multiple workstreams on data analysis, exploitation and ML driven decision automation to bring scalability to the platform’s future expansion.

Responsibilities:

  • Development of prototype solutions, mathematical models, algorithms, machine learning techniques, and robust analytics to support analytic insights and visualization of complex data sets
  • Contribute to product features like offers, personalization, and recommender by analyzing complex data sets and developing algorithms to produce results that increase customer engagement
  • Provide optimization recommendations that drive KPIs established by product, marketing, operations, PR teams, and others
  • Drive innovation by exploring new experimentation methods and statistical techniques that could sharpen or speed up our product decision-making processes
  • Develop and deploy testing hypotheses and analyze test results, providing the necessary analytical rigor to ensure data quality, consistency, repeatability, and accuracy of insights
  • Cross-trains other team members on technologies being developed, while also continuously learning new technologies from other team members
  • Interacts with engineering teams and ensures that solutions meet customer requirements in terms of functionality, performance, availability, scalability, and reliability
  • Works directly with business analysts and data engineers to understand and support their use cases
  • Contribute in CoE activities and community building, participate in conferences, provide excellence in exercise and best practices

Requirements:

  • 3 or more years experience in data science with a proven track record of leveraging analytics to drive significant business impact
  • Bachelor’s degree in Statistics, Mathematics, Operations Research, Econometrics or related field
  • Experience developing customer analytics models such as segmentation modelling
  • Experience building predictive analytics models such as demand forecasting
  • Working experience with geospatial data, GIS/Geolocation datasets, GIS solutions — CRITICAL SKILL
  • Experience in Operations research (e.g. Transportation theory, Routes optimisation)
  • Comparison of algorithms in terms of accuracy, costs, performance model
  • Python: functions, data structures, math and ML packages, visualization
  • Experience coding in SQL and data profiling skills
  • Hands-on ETL experience
  • Familiarity with a traditional data extraction, data pre-processing
  • Relational, no-SQL, and/or columnar data experience
  • Experience with dashboards development (BI tools) and data visualization
  • Strong business and data analysis skills
  • Good presentation skills — data science solution to stakeholders
  • Excellent time and project management skills, with the ability to manage detail work and communicate project status effectively to all levels
  • Proven track record in meeting aggressive deadlines

Desirable:

  • ML Clouds experience
  • Statistical knowledge and intuition — ideally utilized in A/B testing
  • Experience with distributed databases and query languages like Spark and Scala
  • Supply Chains Modelling, Distribution Network Optimisation and Logistic modelling
  • Theory of graphs experience for real-life problems (e.g. contact network, road map and optimal routes)
  • Experience with GIS System layers such as Electrical Capacity of Distribution, Zoning, Environmental issues, Real Estate
  • Experience with Energy and Battery management systems

Personal skills:

  • Curious mind and willingness to work with client in consultative manner to find areas to improve
  • Upper-Intermediate or Advance English
  • Good analytical skills
  • Good team player, motivated to develop and solve complex tasks
  • Self-motivated, self-disciplined and result-oriented
  • Strong attention to details and accuracy

What’s in it for you?

  • A Centre of Excellence is ultimately a community that allows you to improve yourself and have fun. Our centres of excellence (CoE) bring together all Ciklumers from across the organisation to share best practices, support, advice, industry knowledge and to create a strong community
  • Close cooperation with client
  • Dynamic and challenging tasks
  • Ability to influence project technologies
  • Projects from scratch
  • Team of professionals: learn from colleagues and gain recognition of your skills
  • European management style
  • Continuous self-improvement

About Ciklum:

Ciklum is a Software Engineering and Solutions Company. Our 3,000+ IT professionals are located in the offices and delivery centres in Ukraine, Belarus, Poland and Spain.

As Ciklum employee, you’ll have the unique possibility to communicate directly with the client when working in Extended Teams. Besides, Ciklum is the place to make your tech ideas tangible. The Vital Signs Monitor for the Children’s Cardiac Center as well as Smart Defibrillator, the winner of the US IoT World Hackathon, are among the cool things Ciklumers have developed.

Ciklum is a technology partner for Google, Intel, Micron, and hundreds of world-known companies. We are looking forward to seeing you as a part of our team!

Join Ciklum and “Cross the Borders” together with us!
If you are interested — please send your CV to [email protected]

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