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Data Scientist

5-10 years

Hyderabad / Secunderabad, Gurgaon / Gurugram, Delhi/Ncr

1 vacancy

Data Scientist

PepsiCo

posted 9d ago

Job Description

Senior Data Scientist: Hyderabad and Gurugram


You 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 scope
  • Active contributor to code & development in projects and services 
  • Partner 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 standards
  • Leverage 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 Pipelines
  • Automate ML models deployments
  • Work timing is from (11:30 AM-9:00 PM)

Qualifications


  • BE/B.Tech in Computer Science, Maths, technical fields.
  • Overall 9+ years of experience working as a Data Scientist.
  • 6+ years experience building solutions in the commercial or in the supply chain space. 
  • 6+ 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. 
  • 6+ years’ experience in Statistical/ML techniques to solve supervised (regression, classification) and unsupervised problems.
  • 6+ years’ 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 – Hands on experience and strong knowledge of building machine learning models – supervised and unsupervised models. Knowledge of Time series/Demand Forecast models is a plus
  • Programming Skills – Hands-on experience in statistical programming languages like Python, Pyspark and database query languages like SQL
  • Statistics – Good applied statistical skills, including knowledge of statistical tests, distributions, regression, maximum likelihood estimators
  • Cloud (Azure) – Experience in Databricks and ADF is desirable
  • Familiarity with Spark, Hive, Pig is an added advantage
  • Business 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 priorities 
  • Experience with Agile methodology for team work and analytics ‘product’ creation.
  • Experience in Reinforcement Learning is a plus. 
  • Experience in Simulation and Optimization problems in any space is a plus. 
  • Experience with Bayesian methods is a plus. 

Employment Type: Full Time, Permanent

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Data Scientist salary at PepsiCo

reported by 27 employees with 4-9 years exp.
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₹15 L/yr - ₹42 L/yr
79% more than the average Data Scientist Salary in India
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