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Job Description
- Implement techniques to acquire, discover and explore unstructured data (Text, Images, Audio, Video) for analytics. Experience with unstructured data analytics is a key requirement.
- POC / POV and prototyping data and analytics solutions and derive viability.
- Ensure data quality, integrity, security, and completeness throughout the data lifecycle.
- Define data validation strategies, pre-processing and feature engineering strategies.
- Test/train and fine tune models and deployment of models in production
- Work with business stakeholders to understand requirements and business use cases and translating data into metrics, KPI, and solutions.
- Develop deep understanding of the data sources, implement data standards, maintain data quality, and master data management.
- Design and develop data services and API using vision, Deep Learning frameworks.
- Build and meet project timelines and manage delivery commitments with proper communication to stakeholders.
- Collaborate and communicate with key business lines, technology partners, vendors, and architects.
- Degree in Computer Science or Engineering or Equivalent with 8+ years of relevant experience in Computer Science/ Statistical Modelling & Analysis/Operations Research.
- At least 4+ years of development experience in Python and Deep Learning.
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- 2+ Years of experience in AI, ML, Deep Learning Technologies.
- Solid understanding of python libraries for machine learning.
- Good understanding of Computer Vision/Image Processing and Deep Learning tools & techniques. Skill with Microsoft Custom Vision or Roboflow platform is a plus.
- Previous experience in at least 2-3 Image processing use cases on object detection, tracking, classification, recognition, scene understanding using Keras/Tensorflow/PyTorch frameworks.
- Strong programming background and should be able to design and deliver solutions quickly.
- Proficient with programming languages Python, OpenCV.
- Past working experience on a fast paced and agile environment.
- Hands-on experience with MS Azure cloud.
Skills
AgileAnalyticsData AnalyticsData ManagementData QualityData ValidationDeep LearningMachine LearningMaster Data ManagementPythonQualityResearchIf an employer asks you to pay any kind of fee, please notify us immediately. Jobaaj does not charge any fee from the applicants and we do not allow other companies also to do so.
About Company
PepsiCo is a global leader in the food and beverage industry, offering a diverse portfolio of brands that include Pepsi, Lay's, Gatorade, Quaker, and Tropicana. With operations in more than 200 countries and territories around the world, PepsiCo is committed to creating more smiles with every sip and every bite. PepsiCo careers provide a vibrant, inclusive, and dynamic environment that encourages innovation, sustainability, and community engagement. Employees at PepsiCo have the opportunity to grow professionally and personally, contributing to the company’s mission of delivering top-tier financial performance while creating sustainable growth and shareholder value. PepsiCo careers offer pathways across various disciplines, from marketing and sales to research and development, fostering a culture of collaboration and excellence.
Important dates & deadlines?
Application Deadline
06 May 24, 02:02 PM IST
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