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Senior Data Science IRC131571

Job: IRC131571
Location: Ukraine - Lviv
Designation: Senior Software Engineer
Experience: 3-5 years
Function: Engineering
Skills: Airflow, Data Science, Machine Learning, Python
Remote Yes

Description:

Choreograph is looking for a Data Scientist to support the development and delivery of the data enrichment product capabilities of the company. You will collaborate with the members of the London team to help improve and enrich data and additional offerings.

About Choreograph:

We like to say that we play with giants. That’s huge data sets, influential partners, and even bigger ambitions. But only because we’re here to make a difference. As WPP’s division, our mission is to create products that make advertising work better for people. With expertise in data science, audience insights, simulations, and automation, our 350-person strong team designs and builds software products that shape the global media ecosystem. With a partnership philosophy at the heart of everything we do, we team up with the world’s leading media and technology organizations — including Adobe, Amazon, Baidu, The Trade Desk, Google — to develop innovative solutions and bring a unique competitive advantage to our portfolio of clients.
GroupM and all its affiliates embrace and celebrate diversity, inclusivity, and equal opportunity. We are committed to building a team that represents a variety of backgrounds, perspectives, and skills. We are a worldwide media agency network that represents global clients. The more inclusive we are, the more great work we can create together.

Requirements:

    • 3+ years of experience analyzing large volumes of data
    • Understanding of Big Data architectures and solutions such as Spark, Hadoop or familiarity with relational databases and SQL (3+ years)
    • Knowledge of R and Python and key data science libraries
    • Experienced in model fitting and forecasting
    • Excellent analytical skills and strong statistical knowledge, as well as interest in applying them to complex problems
    • Extensive experience solving analytical problems using quantitative approaches
    • A passion for empirical research and for answering hard questions with data
    • A flexible analytic approach that allows for results at varying levels of precision
    • Ability to communicate complex quantitative analysis in a clear, precise, and actionable manner
    • Upper-intermediate English
    • Exploratory data analysis, hypothesis testing, data preparation, and product prototyping based on modern statistical and ML/AI methods
    • Use systems and internal processes efficiently and integrate these in daily work
    • Clear communication of insights and findings to stakeholders

Responsibilities:

    • The candidate will work on one of the Data products helping to develop data processing components for the currently built data pipeline. Work with London (PO, Data Scientists) and Ukraine teams 
    • The candidate will work in 2 teams, Data and Dev team. The Dev is dedicated to helping with software engineering aspects for the pipeline. Data has 6 people with one data scientist and two data analysts involved in the project. The Dev team has 3 software engineers with one 100% involved in the project. Data processing components will be written in Python mainly using Pandas (potentially ML tools) and integrated with a developed kubeflow based data pipeline. Data will be stored in GCP and use mainly csv, spss and excel files and possibly expand integration with a database.
    • The candidate will help with building in Python elements of the pipeline. Datasets will have in total a few GB of data per quarter. There are multiple components of the pipeline at various stages of development, such as QA checks, reporting, dashboard data preparation, adding additional aggregated variables, data ascription. The candidate will communicate delivery requirements with the Data team and engineering details with the Dev team.
    • It is expected that the candidate would have strong pandas and python data wrangling skills and an understanding well general software engineering practices including coding, documentation, and software versioning. 

What We Offer

Exciting Projects: Come take your place at the forefront of digital transformation! With clients across all industries and sectors, we offer an opportunity to participate in creating market-defining products using the latest technologies.

Collaborative Environment: Expand your skills by collaborating with a diverse team of highly talented people in an open, laidback environment — or even abroad in one of our global centers or client facilities!

Work-Life Balance: GlobalLogic prioritizes work-life balance, which is why we offer flexible opportunities and options.

Professional Development: Our dedicated Learning & Development team regularly organizes certification and technical / soft skill training to help you realize your professional goals.

Excellent Benefits: We provide our consultants with competitive compensation and benefits

Fun Perks: We want you to love where you work, which is why we host sports classes, cultural, social and team building activities such as sports competitions and end-of-year corporate parties. Our vibrant offices also include dedicated GL Zones and rooftop decks where you can drink coffee or tea with your colleagues over a game of table football or darts!

About GlobalLogic

GlobalLogic is a full-lifecycle product development services leader that combines chip-to-cloud software engineering expertise and vertical industry experience to help our customers design, build, and deliver their next-generation products and digital experiences. We expertly integrate design, complex engineering, and agile delivery capabilities to deliver superior business outcomes for global brands in telecom, automotive, healthcare, technology, media and entertainment, manufacturing, and semiconductor industries.

Headquartered in Silicon Valley, GlobalLogic unites over 18,000 designers and engineers across the globe. Analysts like NASSCOM and Zinnov have recognized us for being a top company in our field, and we are consistently nominated as a preferred company by both global HR consulting firms and local boards. By creating an environment that is exciting and flexible, and by fostering growth through ongoing learning and development programs, we empower our consultants to achieve both their professional and personal goals.

At GlobalLogic, we make amazing products — and careers.

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    Recruitment for this and similar positions in GlobalLogic, a Hitachi Group Company is constantly open. In order to apply and give GlobalLogic your consent to process your personal data for the purpose of such recruitments press the “Apply” button below. More details on how we process your personal data and what are your rights can be found in EU & UK Recruitment Privacy Notice. Remember that you can withdraw your consent anytime, for example by sending an e-mail at privacy@globallogic.com
    In order to apply and give GlobalLogic, a Hitachi Group Company your consent to process your personal data for the purpose of this recruitment process, press the “Apply” button below.
    Check this box if you want us to process your personal data also for future recruitment processes for other positions. More details on how we process your personal data and what are your rights can be found EU & UK Recruitment Privacy Notice. Remember that you can withdraw any consent anytime, for example by sending an e-mail at privacy@globallogic.com
    Recruitment for this and similar positions in GlobalLogic, a Hitachi Group Company is constantly open. In order to apply and give GlobalLogic your consent to process your personal data for the purpose of such recruitments press the “Apply” button below. More details on how we process your personal data and what are your rights can be found in EU & UK Recruitment Privacy Notice. Remember that you can withdraw your consent anytime, for example by sending an e-mail at privacy@globallogic.com
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    Check this box if you want us to process your personal data also for future recruitment processes for other positions. More details on how we process your personal data and what are your rights can be found EU & UK Recruitment Privacy Notice. Remember that you can withdraw any consent anytime, for example by sending an e-mail at privacy@globallogic.com
    Recruitment for this and similar positions in GlobalLogic, a Hitachi Group Company is constantly open. In order to apply and give GlobalLogic your consent to process your personal data for the purpose of such recruitments press the “Apply” button below. More details on how we process your personal data and what are your rights can be found in EU & UK Recruitment Privacy Notice. Remember that you can withdraw your consent anytime, for example by sending an e-mail at privacy@globallogic.com
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    Check this box if you want us to process your personal data also for future recruitment processes for other positions. More details on how we process your personal data and what are your rights can be found EU & UK Recruitment Privacy Notice. Remember that you can withdraw any consent anytime, for example by sending an e-mail at privacy@globallogic.com
    In order to apply and give GlobalLogic, a Hitachi Group Company your consent to process your personal data for the purpose of this recruitment process, press the “Apply” button below.
    Check this box if you want us to process your personal data also for future recruitment processes for other positions. More details on how we process your personal data and what are your rights can be found EU & UK Recruitment Privacy Notice. Remember that you can withdraw any consent anytime, for example by sending an e-mail at privacy@globallogic.com
    In order to apply and give GlobalLogic, a Hitachi Group Company your consent to process your personal data for the purpose of this recruitment process, press the “Apply” button below.
    Check this box if you want us to process your personal data also for future recruitment processes for other positions. More details on how we process your personal data and what are your rights can be found EU & UK Recruitment Privacy Notice. Remember that you can withdraw any consent anytime, for example by sending an e-mail at privacy@globallogic.com
    Recruitment for this and similar positions in GlobalLogic, a Hitachi Group Company is constantly open. In order to apply and give us your consent to process your personal data for the purpose of such recruitments press the "Apply" button below. Please note, that as we operate worldwide, your data may be transferred outside of Ukraine. We make sure it is done in a safe and transparent manner and provide you with the appropriate guarantees of non-interference in personal and family life. By applying for this position you also consent to such data transfers.

    More details on how we process your personal data and what are your rights can be found in Privacy Policy. Remember that you can withdraw your consent at anytime, for example by sending an e-mail at privacy@globallogic.com.

    In order to apply and give GlobalLogic, a Hitachi Group Company your consent to process your personal data for the purpose of this recruitment process, press the “Apply” button below.
    Check this box if you want us to process your personal data also for future recruitment processes for other positions. More details on how we process your personal data and what are your rights can be found EU & UK Recruitment Privacy Notice. Remember that you can withdraw any consent anytime, for example by sending an e-mail at privacy@globallogic.com
    In order to apply and give GlobalLogic, a Hitachi Group Company your consent to process your personal data for the purpose of this recruitment process, press the “Apply” button below.
    Check this box if you want us to process your personal data also for future recruitment processes for other positions. More details on how we process your personal data and what are your rights can be found EU & UK Recruitment Privacy Notice. Remember that you can withdraw any consent anytime, for example by sending an e-mail at privacy@globallogic.com