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Data Scientist
Information about the position
Job description, responsibilities and duties
Responsibilities:
- Design, develop, and enhance ML/AI models which mainly power Search and Recommendation.
- Crunch historical data, search queries, product catalog, and images to extract hidden relations and features.
- Conduct research to explore ongoing cutting-edge ML techniques (especially Deep Learning) and the ability to lead/conduct a quick POC.
- Ability to influence and contribute to the AI/data roadmap for the company.
- Lead the effort to integrate and scale the ML components to a production level that can handle terabytes of data.
- Guide and mentor junior members of the team.
- Participate in lean and agile development processes in a test and monitoring-driven environment, while collaborating with Backend Engineers and Product Managers.
Employee perks, benefits
- Home-office, flexible hours,
- Friendly company culture, employee assistance with counselors, annual events
- Personal development, workshops, education, access to courses (Udemy courses)
- Performance bonuses
- Lunch vouchers, Pension scheme, and healthcare plan
- Referral bonus
Company on whose behalf the position is being filled
Our client is a technology company that works with global e-commerce leaders and other top companies from all over the globe. Creators of an internationally renowned Digital Experience Platform.
Requirements for the employee
Candidates with education suit the position
University education (Master's degree)
Postgraduate (Doctorate)
Educational Specialization
Language skills
Personality requirements and skills
- BS/MS degree in Computer Science or a related discipline with a strong mathematical foundation.
- 5-10 years experience building ML-driven fast and scalable ML/analytical algorithms in a corporate/startup environment using Python, Spark/MLlib, and Hadoop.
- Strong understanding of various machine learning and natural language processing technologies, such as classification, information retrieval, clustering, knowledge graph, semi-supervised learning, and ranking.
- Excellent exploratory data analysis skills with the ability to slice and dice data at scale using SQL in Redshift/BigQuery.
- Excellent problem-solving, analytical, and communication skills.
- Exposure to deep learning stack (PyTorch/Keras/TensorFlow) and techniques (Representation/Transfer Learning, RNN/LSTM, Transformers).
- Experience working with distributed systems like Spark/Hadoop at a significant scale in a cloud-based production environment (AWS/GCP/Azure).
Advertiser
Brief description of the company
The company is a holder of a licence to offer recruitment services.
Number of employees
Contact
Ak budete životopis zasielať emailom, k životopisu, prosím, pripojte aj nasledujúci text, bez ktorého nebude možné vašu žiadosť ďalej spracúvať:
Svojou reakciou na pracovnú ponuku, v súlade so všeobecným nariadením o ochrane údajov 2016/679 (ďalej len „GDPR“) vyhlasujem, že som si prečítal(a) a porozumel(a) obsah dokumentu “Oznámenie o ochrane osobných údajov”, ktorý je k dispozícii na https://www.manpower.sk/ochrana-osobnych-udajov/, a týmto beriem na vedomie, že:
i) moje osobné údaje budú spracúvané spoločnosťou ManpowerGroup Slovensko s.r.o., so sídlom Landererova 12, 811 09 Bratislava, Slovenská republika, IČO: 35958898, zapísaná v OR OS Bratislava I, oddiel: Sro, vložka číslo: 37879/B (ďalej len „Prevádzkovateľ“), v plnom súlade s nariadením GDPR a ostatnými platnými právnymi predpismi, a to spôsobom a v rozsahu uvedenom v dokumente “Oznámenie o ochrane osobných údajov”;
ii) ak si ako vlastník údajov budem žiadať získať viac informácií o spracovaní svojich osobných údajov alebo budem si chcieť uplatniť svoje individuálne práva, môžem kontaktovať Prevádzkovateľa buď prostredníctvom kontaktných údajov uvedených v “Oznámení o ochrane osobných údajov”, alebo cez online formulár “Podanie žiadosti subjektu údajov” na https://www.manpower.sk.
Ako nás kontaktovať
Ak máte akékoľvek otázky či pripomienky k tomuto “Oznámeniu o ochrane osobných údajov” alebo požadujete si uplatňovať svoje individuálne práva, môžete nás kontaktovať písomne buď na adrese sídla spoločnosti ManpowerGroup Slovensko s.r.o., Landererova 12, 811 09 Bratislava, Slovenská republika, alebo prostredníctvom online formuláru “Podanie žiadosti subjektu údajov”, ktorý nájdete tu.
If you send your CV by e-mail, please, add the following text (below) to the CV. Otherwise, your application will not be possible to process further.
By responding to the job offer, in accordance with General Data Protection Regulation 2016/679 (hereinafter "GDPR"), I declare that I have read and understood the content of the document "Personal Data Processing Notice", which is available at https://www.manpower.sk/ochrana-osobnych-udajov/?lang=en, and, I hereby acknowledge that:
i) my personal data will be processed by ManpowerGroup Slovensko sro, with its registered office at Landererova 12, 811 09 Bratislava, Slovak Republic, IČO: 35958898, registered in the Commercial Register of OS Bratislava I, section: Sro, file number: 37879 / B (hereinafter referred to as " the Data Controller “), In full compliance with the GDPR Regulation and other applicable legislation, in the manner and to the extent set out in the“ Personal Data Processing Notice”;
ii) if, as a data owner, I request more information about the processing of my personal data or I want to exercise my individual rights, I can contact the Data Controller either through the contact details provided in the "Personal Data Processing Notice" or through the online form "Submission of data subject request”
How to contact us
If you have any questions or comments about this "Privacy Notice" or wish to exercise your individual rights, you can contact us in writing either at the registered office of ManpowerGroup Slovensko sro, Landererova 12, 811 09 Bratislava, Slovak Republic, or via the online form. "Submission of data subject request", which can be found here.