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Data Scientist & Data Engineer

QuantWiFi Bilişim ve Ticaret A.Ş.

16.08.2024

İstanbul(Asya) / Türkiye

Tam Zamanlı

İş Yerinde

Deneyim: 2-4 Yıl


Job Description

QuantWiFi is looking for Data Scientists and Data Engineers

Do you want to be a part of an ambitious team to test and grow your analytic skills? Are you passionate about developing products that will be rolled out in millions of networking devices globally?
 

QuantWiFi is looking for exceptionally talented individuals and offers you the chance to join the Analytics Team, based in Istanbul which delivers solutions to all telecommunications companies globally.
 

Job Description:

  • Communicate with various levels of management on a business and technical level,
  • Build/improve ML/DL models to solve complex problems, get actionable insights and drive business decisions,
  • Perform statistical analysis and/or data mining methods to discover hidden patterns and relations in data to answer business questions,
  • Develop and deploy ML models and pipelines that scale to create business value,
  • Employ the appropriate algorithms to discover customer behavior, fault prediction, call center calls, user categorization, etc.,
  • Work with academics and related parties to bring ML and statistics solutions to our business partners.

 

Qualifications:

  • Bachelor's degree in a quantitative discipline (e.g., Computer Science, Industrial Engineering, Electrical and Electronics Engineering, Operations Research, Statistics, Mathematics etc.) or equivalent practical experience
  • Min. 2 years of work experience in data related field
  • Experience with Python and data science toolkits.
  • Experience with machine learning frameworks (e.g., scikit-learn, PyTorch, TensorFlow, Keras)
  • Knowledge about developing and deploying machine learning applications and tools.

 

Preferred Qualifications:

  • Master's degree in a quantitative discipline
  • Min. 2 years of experience in data science or machine learning engineering.
  • Experience with developing and deploying machine learning applications and tools
  • Work experience with recommender systems
  • Work experience with DL
  • Familiarity with working with bigdata
  • Familiarity with cloud technologies especially AWS
  • Experience with SQL
  • Knowledge of GO, C, C++ programming languages
  • Effective communication skills
  • Intellectual curiosity and ability to handle multiple projects and challenging deadlines,
  • Strong analytical, interpersonal and communication skills
     

Other Requirements:

  • Ability to work in international teams.
  • Excellent command of English (written and verbal) 
  • No restrictions on international travel
     

Only candidates living or able to move to the Anatolian side of Istanbul will be evaluated.

Skills

python
scikit-learn
bulut
tensorflow
keras
aws
sql
machine learning
data science
data mining
pytorch

About Company

About QuantWiFi Bilişim ve Ticaret A.Ş.

Company Location:
QuantWiFi was founded in 2019, located at Teknopark Istanbul. QuantWiFi develops an end-to-end solution that measures Wi-Fi link performance between Network Gateways and associated Wi-Fi clients and makes decisions on link quality based on performance data correlating to Wi-Fi QoS metrics. Network device performance data is posted to the QuantWiFi cloud for processing. Cloud servers analyze each Network Device data collectively; and learn how it is linked to Customer Experience (QoE) while identifying instantaneous deviations that disrupt customer experience. Such disruptions are reported back to the Call Center, but even to the end user if requested. QuantWiFi was invested by Turk Telekom in October 2021 and secured a multi-year contract as a Wi-Fi Analytics Solution provider to Turk Telekom.

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