Data Scientist

Job title:

Data Scientist

Company:

InPost

Job description

WymaganiaGeneral requirements

• Education – Bachelor’s, Master’s or PhD degree in a relevant field, e.g. data science, computer science, mathematics, statistics, econometrics, physics or similar

• Experience – at least 3 years of experience working using data science methods. Strong technical and/or research background is a plus.

• Mindset – you are data-driven, goal-oriented and proactive, skilled in change and time management, business-conscious, able to think long-term and decompose business problems

• Languages – you are proficient in English (other languages knowledge is a plus)

Nice to have

• Experience applying data science methods at scale or building models used in production by large number of users

• Previous work on open-source projects

• Experience in working in a data-driven environment, designing, executing and analysing many experiments

• Specialized knowledge in some of these areas: logistics, operation research, forecasting, spatial data science, graph methods, product analytics or marketing data science

Technical requirements

• Excellent knowledge of ML solutions and their impact on business, user experience and operational processes (supervised and unsupervised learning, e.g.: clustering, recommender systems, regression, classification, linear programming, reinforcement learning, time series, geospatial analysis, etc.

• Hands-on experience with working with large amounts of data

• Proficiency in Python 3, as well as ML and data analysis libraries (e.g. pandas, numpy, scipy, scikit-learn, statsmodels, tf/pytorch, etc.)

• Experience in writing well-structured code: functions, classes, modules.

• Knowledge and experience in PySpark, relational databases, cloud solutions (e.g. Databricks, Azure, GCP, AWS, Snowflake)

Nice to have

• Proficiency in testing code

• Knowledge of best practices regarding writing readable code, technical reviews and maintainability

• Knowledge of ML Ops and experience with data pipelines framework, preferably Kedro

• Experience of creating ML models used in production, knowledge of SRE principles

• Experience with CLI tools: bash/zsh

• Experience in leveraging CI/CD pipelines in data-based products

The administrator of the personal data is Integer Group Services Sp. z o. o. with its registered office in Kraków, ul. Pana Tadeusza 4, 30-727 Kraków (hereinafter also referred to as “Administrator”). Data is collected and processed for the purpose of recruiting candidates for employment or cooperation under civil law contracts concluded by:– Integer Group Services Sp. z o. o. with its registered office in Kraków, ul. Pana Tadeusza 4, 30-727 Kraków, NIP: 6793107918– InPost Sp. z o.o. with its registered office in Kraków, ul. Pana Tadeusza 4, 30-727 Kraków, NIP: 6793087624– Integer.pl S.A. with its registered office in Kraków, ul. Pana Tadeusza 4, 30-727 Kraków, NIP: 6782881784– InPost Technology S.à r.l. Société à responsabilité limitée (limited liability company), with its registered office in Luxembourg, 70, route d’Esch, L-1470 Luxembourg, Grand Duchy of Luxembourgand by other companies with capital ties to the above companies and entities that are subcontractors of the above entities.The provision of personal data is voluntary, but necessary for the recruitment process and the creation of a database of candidates.Data shall be processed in accordance with generally applicable laws, including in particular the provisions of the Regulation of the European Parliament of the EU of 27 April 2016 on the protection of individuals with regard to the processing of personal data and on the free movement of such data and the repeal of Directive 95/46/EC (GDPR), as well as in accordance with the relevant provisions of Polish legislation.Personal data collected for the purpose of recruiting for a position and creating a database of candidates shall be processed for a maximum of 1 year from the date of receipt of application.If the candidate agrees to process his/her personal data for future recruitment, the data shall be processed for a maximum of 2 years from the date of receipt of the application.You have the right to request access to your personal data, rectification, erasure, or restriction of processing from the Administrator. You also have the right to object to their processing, as well as the right to transfer these data.If you have consented to the processing of your data by Integer Group Services Sp. z o. o., you have the right to withdraw your consent at any time, without affecting the legality of the processing performed on the basis of consent before its withdrawal.The above rights can be exercised by submitting an appropriate statement to Integer Group Services Sp. z o. o., in particular via e-mail address: .You also have the right to lodge a complaint with a supervisory authority (the President of the Office for Personal Data or any other state authority obliged by law to supervise the principles of personal data processing), if you consider that we have improperly complied with our obligations.More information about our Transparency Policy is available on our website.

Expected salary

Location

mazowieckie

Job date

Sun, 11 Aug 2024 04:37:08 GMT

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