Talent.com
Senior Data Scientist (Time Series)
Senior Data Scientist (Time Series)Epam • Poland
Senior Data Scientist (Time Series)

Senior Data Scientist (Time Series)

Epam • Poland
Ponad 30 dni temu
Opis pracy

Description

We are looking for a Senior Data Scientist to join our dynamic Data Practice team and collaborate on EPAMs strategic projects.

This role involves turning data into actionable knowledge, which requires a blend of scientific, problem-solving, analytical, technical, and communication skills. The Job is primarily focused on (but not limited to) solving business problems in the technological domain of Time Series.

#EasyApply

Responsibilities

  • Identify business problems, find the right data and methods to address them
  • Process large volumes of structured and unstructured customer data using advanced analytical solutions
  • Turn analysed data into unique actionable insights and business value
  • Create high-quality data visualizations
  • Create data pipelines for feature engineering, missing values treatment, outliers' detection, etc.
  • Perform research, build, and validate analytical, mathematical, econometric, descriptive, and predictive models that deliver better decisions across a broad range of industries and data sources
  • Present findings in a clear and informative way
  • Communicate effectively with different departments and roles (stakeholders, product managers, engineers) to discuss complex data-driven findings and technical matters
  • Continuously develop knowledge base within the Data Scientists team, participate in common brainstorming sessions

Requirements

  • At least 3 years of relevant experience; working knowledge and understanding of model / framework implementation and hypotheses testing
  • Ability to build models or analytical frameworks, develop hypotheses, and design experiments
  • Knowledge of Time Series Analysis concepts : autocorrelation, methods to achieve stationarity, understanding of Time-series components and their decomposition
  • Knowledge of exploratory data analysis, classical Machine Learning models, model performance metrics and losses, model finetuning
  • Broad understanding of available SOTA methodologies : ARIMA, smoothing, Prophet, RNNs, regression, classification and clustering of Time-series data, distance metrics for Time-series
  • Understanding of ML projects' life cycle
  • Ability to follow methodology processes (CRISP-DM, Lean DS, SEMMA, etc.) used in Data Science
  • Writing high-quality Python code according to PEP-8 guidelines
  • Experience with cloud providers (AWS, Azure, or GCP)
  • Nice to have

  • Projects completed using different methodology / models, e.g. wavelets, SSA, Fourier analysis, anomaly search algorithms for time-series
  • Knowledge of one of the Deep Learning frameworks (PyTorch, Tensorflow)
  • Experience with PySpark or Da Vinci
  • We offer

  • We gather like-minded people : Engineering community of industry professionals Friendly team and enjoyable working environment Flexible schedule and opportunity to work remotely within Poland Chance to work abroad for up to 60 days annually Relocation within our 50+ offices
  • We provide growth opportunities : Outstanding career roadmap Leadership development, career advising, soft skills, and well-being programs Certification (GCP, Azure, AWS) Unlimited access to LinkedIn Learning, Get Abstract, OReilly, Cloud Guru Language classes in English and Polish for foreigners
  • We cover it all : Stable income (Employment Contract or B2B) Participation in the Employee Stock Purchase Plan Benefits package (health insurance, multisport, shopping vouchers) Strategically located offices featuring entertainment and relaxation zones, table tennis and football, free snacks, fantastic coffee, and more Referral bonuses Corporate, social and well-being events
  • Please, note : The set of bonuses might vary based on the role you apply for specifics will be discussed with our recruiter during the general interview We will reach out to selected candidates exclusively
  • EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to a myriad of innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to continuously learn and grow. No matter where you are located, you will join a dedicated, creative, and diverse community that will help you discover your fullest potential.

    Utwórz powiadomienie o ofertach pracy dla tego wyszukiwania

    Senior Data Scientist Time Series • Poland

    Podobne stanowiska
    Senior Data Scientist / Tech Lead @ Addepto

    Senior Data Scientist / Tech Lead @ Addepto

    Addepto • Remote, Poland
    Addepto is a leading AI consulting and data engineering company that builds scalable, ROI-focused AI solutions for some of the world’s largest enterprises and pioneering startups, including Rolls R...Pokaż więcej
    Ostatnia aktualizacja: ponad 30 dni temu • Promowane
    Senior MMM Data Scientist @ hubQuest

    Senior MMM Data Scientist @ hubQuest

    hubQuest • Remote, Poland
    We are a team of tech and data enthusiasts on a mission to bring together the best minds in IT and analytics.Our goal is to build cutting-edge analytical hubs that empower our partners to become tr...Pokaż więcej
    Ostatnia aktualizacja: ponad 30 dni temu • Promowane
    Senior Data Scientist / ML Engineer @ Addepto

    Senior Data Scientist / ML Engineer @ Addepto

    Addepto • Remote, Poland
    Addepto is a leading AI consulting and data engineering company that builds scalable, ROI-focused AI solutions for some of the world’s largest enterprises and pioneering startups, including Rolls R...Pokaż więcej
    Ostatnia aktualizacja: ponad 30 dni temu • Promowane
    (Senior) Data Scientist - Freelance @ Netguru

    (Senior) Data Scientist - Freelance @ Netguru

    Netguru • Remote, Poland
    Netguru is a trusted partner in digital commerce.The company helps leading brands modernize B2B solutions, marketplaces, and retail ecosystems. Since 2008, it has empowered businesses with cutting-e...Pokaż więcej
    Ostatnia aktualizacja: ponad 30 dni temu • Promowane
    Data Scientist (e-commerce) @ Britenet

    Data Scientist (e-commerce) @ Britenet

    Britenet • Remote, Poland
    Projects for client from the e-commerce industry in the areas of machine learning and large-scale data processing.Programming languages : Python, Scala, advanced SQL. Cloud Platform / ML Tools : GCP (...Pokaż więcej
    Ostatnia aktualizacja: 11 dni temu • Promowane
    Data Scientist @ Connectis_

    Data Scientist @ Connectis_

    Connectis_ • Remote, Poland
    Wspólnie z naszym Partnerem, jednym z liderów rynku e-commerce w Europie, poszukujemy doświadczonej osoby na stanowisko Data Scientist do projektu realizowanego w obszarze analityki biznesowej i Co...Pokaż więcej
    Ostatnia aktualizacja: 15 dni temu • Promowane
    Data Scientist (ML e-commerce) @ Britenet

    Data Scientist (ML e-commerce) @ Britenet

    Britenet • Remote, Poland
    Development of a model estimating the impact of technical outages of the platform on business losses measured by GMV (Gross Merchandise Value) for an e-commerce client. Minimum 3 years of profession...Pokaż więcej
    Ostatnia aktualizacja: 11 dni temu • Promowane
    Senior Data Engineer @ ITMAGINATION

    Senior Data Engineer @ ITMAGINATION

    ITMAGINATION • Remote, Poland
    ITMAGINATION, now part of a Virtusa Group.Clients by becoming a true extension of their software and data development capabilities. Through the readily set up, comprehensive, and self-governing team...Pokaż więcej
    Ostatnia aktualizacja: 7 dni temu • Promowane
    Senior Data Engineer @ Scalo

    Senior Data Engineer @ Scalo

    Scalo • Remote, Poland
    W Scalo zajmujemy się dostarczaniem projektów software'owych i wspieraniem naszych partnerów w rozwijaniu ich biznesu.Tworzymy oprogramowanie, które umożliwia ludziom dokonywanie zmian, działanie w...Pokaż więcej
    Ostatnia aktualizacja: ponad 30 dni temu • Promowane
    Senior Data Engineer (Databricks) @ Addepto

    Senior Data Engineer (Databricks) @ Addepto

    Addepto • Remote, Poland
    Addepto is a leading AI consulting and data engineering company that builds scalable, ROI-focused AI solutions for some of the world’s largest enterprises and pioneering startups, including Rolls R...Pokaż więcej
    Ostatnia aktualizacja: ponad 30 dni temu • Promowane
    Data Scientist @ DCG

    Data Scientist @ DCG

    DCG • Remote, Poland
    As a recruitment company, DCG understands that every business is powered by experienced professionals.Our management style and partnership approach enable us to meet your needs and provide continuo...Pokaż więcej
    Ostatnia aktualizacja: 9 dni temu • Promowane
    Data Scientist @ Mindbox S.A.

    Data Scientist @ Mindbox S.A.

    Mindbox S.A. • Remote, Poland
    At Mindbox we connect top IT talents with technology projects for leading enterprises across Europe.Do you want to work on end-to-end projects that truly impact business decisions? We’re looking fo...Pokaż więcej
    Ostatnia aktualizacja: 11 dni temu • Promowane
    Data Scientist - Remote @ Link Group

    Data Scientist - Remote @ Link Group

    Link Group • Remote, Poland
    At Link Group, we specialize in building tech teams for Fortune 500 companies and some of the world's most exciting startups. Our mission is to connect talented professionals with opportunities that...Pokaż więcej
    Ostatnia aktualizacja: ponad 30 dni temu • Promowane
    Lead Data Scientist / ML Engineer @ Addepto

    Lead Data Scientist / ML Engineer @ Addepto

    Addepto • Remote, Poland
    Addepto is a leading AI consulting and data engineering company that builds scalable, ROI-focused AI solutions for some of the world’s largest enterprises and pioneering startups, including Rolls R...Pokaż więcej
    Ostatnia aktualizacja: ponad 30 dni temu • Promowane
    Senior Data Engineer (Databricks Expert) @ DCG Sp. z o.o

    Senior Data Engineer (Databricks Expert) @ DCG Sp. z o.o

    DCG Sp. z o.o • Remote, Poland
    As a recruitment company, DCG understands that every business is powered by experienced professionals.Our management style and partnership approach enable us to meet your needs and provide continuo...Pokaż więcej
    Ostatnia aktualizacja: 4 dni temu • Promowane
    Data Science / AI Engineer @ Upvanta

    Data Science / AI Engineer @ Upvanta

    Upvanta • Remote, Poland
    AI engineering, and operations.In this role, you will collaborate closely with delivery operations and cross-functional stakeholders to design technical solutions that improve data pipelines, ensur...Pokaż więcej
    Ostatnia aktualizacja: 24 dni temu • Promowane
    Senior Data Scientist @ Lingaro

    Senior Data Scientist @ Lingaro

    Lingaro • Remote, Poland
    On the market since 2008, 1500+ talents currently on board in 7 global sites.Enjoy working from inspiring locations in line with our workation policy. Great Place to Work® certified employer.Flexibi...Pokaż więcej
    Ostatnia aktualizacja: 15 dni temu • Promowane
    Senior Data Engineer (Spark) @ Addepto

    Senior Data Engineer (Spark) @ Addepto

    Addepto • Remote, Poland
    Addepto is a leading AI consulting and data engineering company that builds scalable, ROI-focused AI solutions for some of the world’s largest enterprises and pioneering startups, including Rolls R...Pokaż więcej
    Ostatnia aktualizacja: ponad 30 dni temu • Promowane