Machine Learning Engineer With Data Science Experience
2 days ago
P.I. Works is the first company in the world to automate the management of a commercial 5G network.
Our automated network management products and services empower mobile operators to accelerate network transformation and to drive network quality and efficiency on the path to 5G. These solutions have been deployed across more than 67 mobile operators in 47 countries around the world.
Come and join us to work with the leading telecom operators around the world and redefine the mobile experience worldwide leveraged by contemporary, pioneer use-cases based on a wide variety of Artificial Intelligence methods such as Statistical Machine Learning, Deep Learning, Big Data Complex Event Processing, and Pattern Recognition to be applied in the Telecommunication industry.
What You Will Do:- Develop machine learning models to achieve business objectives, along with metrics to track their progress.
- Develop Proofs-of-Concept (POC) by using state-of-the-art ML technologies and lead the POC process.
- Work closely with subject-matter experts from different domains to define problems metrics and ensure model outputs meet expectations.
- Document and explain cutting-edge techniques to other team members.
- Join brainstorming sessions to leverage provided solutions and learn from others.
- Hands-on applied machine learning experience of 2 to 3 years with a proven record of statistics, ML model development, data analysis, and visualization know-how.
- Proficiency with Python and related ML-Data Analysis libraries used for problems in the scope of time series, forecasting, and anomaly detection.
- Project completion with deep learning frameworks (like Tensorflow, Keras) especially for RNN for time-series forecasting.
- Excellent skills at distilling complex, ambiguous scenarios into tractable models.
- Expertise in visualizing and manipulating big datasets.
- Familiarity with SQL and experience working with various database types.
- Able to support technical meetings worldwide with an fluent command of English.
- Familiarity with version control systems, source code versioning systems such as git/mercurial, issue tracking solutions like Jira and Confluence, and productivity tools for data science such as Jupyter or Azure notebooks.
- BSc in Computer Science, Mathematics, or similar field; Master's degree.
- Experience working with sequential big data like time series forecasting and anomaly detection, root cause analysis, or geolocation analytics.
- High-performance computing, data modeling, and query optimization experience.
- SW Development techniques, big data technologies, and Linux.
- Telecommunication domain know-how and working experience.
- Executive-level reporting and presentations, data storytelling skills.
- Eligible for working in Turkey.
- Career development opportunities in a multinational working environment.
- Develop your 5G and AI knowledge in a market-leading company with subject matter experts.
- International career opportunities (Americas, Europe, MEA, APAC regions).
- Private health insurance.
- Flexible working hours and vacation policy.
- Transportation allowance.
- Meal allowance, complimentary breakfast, and soft drinks.
- Pop-up events and gifts.
- Sports activities.
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