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Data Engineer (ML, Python)

Devire

Kraków, małopolskie

Devire
Devire to międzynarodowa firma specjalizująca się w usługach rekrutacji, outsourcingu i employer brandingu.
Od ponad 30 lat reprezentujemy wiodących pracodawców na rynku europejskim, prowadząc kompleksowe projekty poszukiwań menedżerów i wyspecjalizowanej kadry, wdrażając najnowsze rozwiązania z obszaru usług IT oraz wspierając w budowaniu wizerunku pracodawcy z wyboru.

Nasze biura zlokalizowane są w Warszawie, Wrocławiu, Poznaniu, Katowicach oraz Monachium, Frankfurcie, Pradze i Hradec Kralove.

Data Engineer (ML, Python)

Lokalizacja: Kraków

 

For one of our clients, IT company entering  Polish market and building brand new technology center in Cracow, we are looking for…

 

Data Engineer (ML, Python)

 

… to support their international customers.

 

Company overview:

  • HQ in USA- New York, office in India - Bangalore, opening new office in Poland - Cracow.
  • Providing end to end cloud solutions for retail an e-commerce industry working with multiple Fortune 500 companies and some of the world’s best startups.
  • Scope of services includes: Enterprise Assessment & Adoption, Cloud Devops & Support Cloud Application Re-engineering, Research innovation, Data Science, Machine Learning, Artificial Intelligence, UX Design

 

Key functions:

  • Engage with larger Data Science, Machine Learning, Artificial Intelligence projects for international brands within Retail and E-Commerce sector
  • Develop descriptive and predictive models to solve business problems depending on the business requirement
  • Developing skills in the field of Artificial Intelligence: Machine Learning & Deep Learning, Deep Learning, Cognitive Computing, Speech Recognition, NLP, Vision, Image Processing
  • Lead, Design, Develop, Validate and Deliver the concise, well documented Machine Learning/Deep Learning modeling code
  • Provide guidance and recommendations necessary to promote successful Machine Learning/AI engagements
  • Collaborate with business owners and engineers / developers to design and deploy complete solutions that comprise model building, runtime scoring and performance monitoring
  • Develop prototypes and algorithms (e.g. searching, sorting, optimization, dynamic programming) while performing data engineering tasks around aggregation and data synthetization from a multitude of structured and unstructured data sources
  • Be actively involved in development activities to help identify and research opportunities on new/existing projects
  • Advancing the state of the art in application areas: natural language processing, computer vision, sensor fusion, object tracking, and motion planning
  • Prototyping AI/ML software solutions.
  • Mentor and scale up other team members.
  • Short term business travels on need basis to accomplish the responsibilities.
  • Actively contribute to the organization by taking up tasks assigned by the supervisor.
  • Work in a start-up environment, implementing interesting projects

 

Requirements:

  • Knowledge in following fields: machine learning, data visualization, statistical modeling, data mining, or information retrieval
  • Experience in Applied Maths/Statistics, ML Algorithms, DL Algorithms , NLP, Supervised Learning, Unsupervised learning, Reinforcement Learning
  • Working knowlege of Python
  • Experience with Exploratory Data Analysis, Sql/NoSql BigData Database, Predictive Modeling, Artificial Intelligence, Cloud Cognitive Intelligence Services - Watson/Vision API, AWS
  • Cloud Platform Understanding,
  • Tensor Flow/Keras, Theano, Cuda GPU Programming, TPUs. Spark MLib, PySpark MLibs.
  • Eligibility: Master's Degree / Ph.D. in Science, Technology, Engineering or Mathematics
  • 1-5 years relevant experience required
  • Fluent English (working with US and India on daily basis)
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