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Data Scientist

1 month ago

Hyderabad, Telangana, India PepsiCo Full time

Overview We are PepsiCoPepsiCo is one of the world s leading food and beverage companies with more than 79 Billion in Net Revenue and a global portfolio of diverse and beloved brands We have a complementary food and beverage portfolio that includes 22 brands that each generate more than 1 Billion in annual retail sales PepsiCo s products are sold in more than 200 countries and territories around the world PepsiCo s strength is its people We are over 250 000 game changers mountain movers and history makers located around the world and united by a shared set of values and goals We believe that acting ethically and responsibly is not only the right thing to do but also the right thing to do for our business At PepsiCo we aim to deliver top-tier financial performance over the long term by integrating sustainability into our business strategy leaving a positive imprint on society and the environment We call this Winning with Purpose For more information on PepsiCo and the opportunities it holds visit Data Science Team works in developing Machine Learning ML and Artificial Intelligence AI projects Specific scope of this role is to develop ML solution in support of ML AI projects using big analytics toolsets in a CI CD environment Analytics toolsets may include DS tools Spark Databricks and other technologies offered by Microsoft Azure or open-source toolsets This role will also help automate the end-to-end cycle with Azure Machine Learning Services and Pipelines PepsiCo Data Analytics AI Overview With data deeply embedded in our DNA PepsiCo Data Analytics and AI D AI transforms data into consumer delight We build and organize business-ready data that allows PepsiCoxe2x80x99s leaders to solve their problems with the highest degree of confidence Our platform of data products and services ensures data is activated at scale This enables new revenue streams deeper partner relationships new consumer experiences and innovation across the enterprise The Data Science Pillar in DA AI will be the organization where Data Scientist and ML Engineers report to in the broader D A Organization Also DS will lead facilitate and collaborate on the larger DS community in PepsiCo DS will provide the talent for the development and support of DS component and its life cycle within DA AIProducts And will support xe2x80x9cpre-engagementxe2x80x9d activities as requested and validated by the prioritization framework of DA AI Data Scientist Hyderabad and GurugramYou will be part of a collaborative interdisciplinary team around data where you will be responsible of our continuous delivery of statistical ML models You will work closely with process owners product owners and final business users This will provide you the correct visibility and understanding of criticality of your developments Responsibilities Delivery of key Advanced Analytics Data Science projects within time and budget particularly around DevOps MLOps and Machine Learning models in scopeActive contributor to code development in projects and servicesPartner with data engineers to ensure data access for discovery and proper data is prepared for model consumption Partner with ML engineers working on industrialization Communicate with business stakeholders in the process of service design training and knowledge transfer Support large-scale experimentation and build data-driven models Refine requirements into modelling problems Influence product teams through data-based recommendations Research in state-of-the-art methodologies Create documentation for learnings and knowledge transfer Create reusable packages or libraries Ensure on time and on budget delivery which satisfies project requirements while adhering to enterprise architecture standardsLeverage big data technologies to help process data and build scaled data pipelines batch to real time Implement end-to-end ML lifecycle with Azure Machine Learning and Azure PipelinesAutomate ML models deployments Qualifications BE B Tech Full time in Computer Science Maths technical fields Overall 5 years of experience working as a Data Scientist 4 yearsxe2x80x99 experience building solutions in the commercial or in the supply chain space 4 years working in a team to deliver production level analytic solutions Fluent in git version control Understanding of Jenkins Docker are a plus Fluent in SQL syntaxis 4 yearsxe2x80x99 experience in Statistical ML techniques to solve supervised regression classification and unsupervised problems 4 yearsxe2x80x99 experience in developing business problem related statistical ML modeling with industry tools with primary focus on Python or Pyspark development Skills Abilities Knowledge Data Science xe2x80x93 Hands on experience and strong knowledge of building machine learning models xe2x80x93 supervised and unsupervised models Knowledge of Time series Demand Forecast models is a plusProgramming Skills xe2x80x93 Hands-on experience in statistical programming languages like Python Pyspark and database query languages like SQLStatistics xe2x80x93 Good applied statistical skills including knowledge of statistical tests distributions regression maximum likelihood estimatorsCloud Azure xe2x80x93 Experience in Databricks and ADF is desirableFamiliarity with Spark Hive Pig is an added advantageBusiness storytelling and communicating data insights in business consumable format Fluent in one Visualization tool Strong communications and organizational skills with the ability to deal with ambiguity while juggling multiple prioritiesExperience with Agile methodology for team work and analytics xe2x80x98productxe2x80x99 creation PepsiCo