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Senior Data Scientist

Fourth | София

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dev.bg

Тази обява е публикувана само в DEV.BG Jobs: Преглеждаме значимите български сайтове за обяви за работа (с поне 400 IT обяви за работа). Тази обява не е публикувана в нито един от тях.
8 юни
Обявата е публикувана в следните минибордове
  • Sofia, Bulgaria
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    The New Tech for Restaurant and Hospitality

    Fourth is the first global cloud-based intelligent back office platform in the restaurant and hospitality industries. We’re no ordinary software company! We pride ourselves on the culture we have created and work hard to ensure this is never compromised. This is a place where our people want to work; where they enjoy and develop in their roles; where our people pull together to work as a team and ultimately be a company we are all proud to be a part of.

    By developing innovative products, building relationships with our customers and enabling great careers; we are focused on building lifetime loyalty with our customers and each other. The vast majority of us have worked within the industry; we believe we need to be passionate about and have experienced the industry in order to help our customers grow their businesses successfully.

    When recruiting, we look for those who want to join our journey; those who want to be a part of our personality and culture; those who are professional; have energy, enthusiasm, and ambition, are entrepreneurial and those who can show they can live by our company values each day. Working at Fourth provides an opportunity to build a successful career where our people develop and grow in a dynamic, fast paced environment.

    The Data scientists are the backbone of the newly forming data science team at Fourth. Their focus will be to build data-powered solutions forming part of our product. Such solutions are typically linked to demand prediction, labour prediction, inventory and intra-day planning.

    Most of the work is done in Python (with various packages and extensions; Tensorflow, PyTorch, scikit-learn etc.) and SQL (for querying data). Data scientists are building PoC of the solutions as transition to production is made after that with collaboration with our ML Engineers And DevOps.

    Your daily job will include:

    • Exploratory data analysis
    • Feature engineering
    • Time series forecasting
    • Model development
    • Model deployment
    • Model monitoring
    • A/B testing
    • Use strong business acumen, as well as an ability to communicate findings, and mine vast amounts of data for useful insights
    • Use these insights to influence how an organisation approaches business challenge
    • Use a combined knowledge of computer science and applications, modelling, statistics, analytics and maths to solve problems
    • Sift and analyse data from multiple angles, looking for trends that highlight problems or opportunities
    • Communicate important information and insights to business and IT leaders
    • Make recommendations to adapt existing business strategies

    Experience and competencies needed:

    • Strong statistical and machine learning knowledge
    • Strong coding skills (clean and commented code, version control, documentation)
    • Ability to develop high-performing end-to-end machine learning models (data processing, feature engineering, model training, scoring, monitoring)
    • Experience with feature engineering using Python, SQL or similar tools
    • Experience with machine learning using Python, Spark, PyTorch, scikit-learn or similar languages and libraries
    • Experience with visualisations and communication of data science insights and results to business people
    • Experience with time series forecasting is a big plus. Familiarity with containerisation of data and ML pipelines, ML CI/CD and monitoring of data, code and models in production is an advantage

    Benefits and Culture:

    • Personal career development plan, learning paths and mentorship
    • Team centric atmosphere
    • Competitive salary package
    • Brilliant working conditions
    • Encouraging healthy lifestyle and work-life balance
    • Extra paid vacation days after the probation period
    • Supplemental health insurance
    • Fruit and healthy drinks in the office
    • New parents bonus scheme
    • Discounts at Capital Fort facilities

    *Only short-listed candidates will be contacted.

     All personal data provided by you in your application will be processed by Fourth Bulgaria EOOD, UIC 203576042, solely for our recruitment purposes. If you do not provide your personal data, Fourth Bulgaria EOOD will not be able to review your application. Fourth Bulgaria will transfer your personal data only within its corporate group and to companies which provide recruitment support to Fourth Bulgaria. Fourth Bulgaria will ensure you can exercise your rights to access, correction and erasure of your personal data. More information on Fourth Bulgaria’s privacy policy for job candidates is available here and by applying you confirm that you have read it.

    Our Story

    In July 2019 Fourth joined forces with HotSchedules to become the global leader in end-to-end restaurant and hospitality management technology solutions. Together, the merged company now represents the world’s largest and only provider of end-to-end restaurant and hospitality management solutions for customers across the globe and of all sizes—from a single location or franchisee restaurant to a global restaurant or hotel chain. The combined company’s complete software-as-service (SaaS) solution suite including: scheduling, time & attendance, applicant tracking, training, inventory management / procurement, HR / benefits and payroll services now serves customers in 120,000 locations worldwide and is supported by a dedicated, unified team across offices in the US, UK, Bulgaria, China, Australia and UAE.“

    We are an Equal Opportunity Employer

    All qualified applicants will receive consideration without discrimination because of sex, gender identity, gender expression, sexual orientation, marital status, race, color, age, national origin, military status, religion, or disability or any other legally protected status.

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