PepsiCo | Jobs | Lead Engineer1, Computer Vision & Artificial Intelligence | BigDataKB.com | 31-01-22

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    Job Location: Hyderābād

    Auto req ID: 259592BR


    Job Description


    Purpose:

    As an AI and Computer Vison Engineer, you will support software Developers, data analysts and data scientists on Computer Vision initiatives and will ensure data delivery architecture is consistent throughout ongoing projects.

    Accountabilities:

    • Working with the data science team to research, develop, evaluate and optimize various computer vision and deep learning models for different problems.
    • Explore and analyze unstructured data like images through image processing.
    • Take ownership to drive computer vision solutions and meet customer requirements.
    • Deploying developed computer vision models on edge devices after optimization to meet customer requirements and maintain them to later improve to address additional customer requirements in future.
    • Implement techniques to acquire, discover and explore unstructured data for analytics
    • POC / POV and prototyping data and analytics solutions and derive viability
    • Ensure data quality, integrity, security and completeness throughout the data lifecycle
    • 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
    • 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


    Qualifications/Requirements


    Yrs of Exp:

    • 5+


    Mandatory Technical Skills:

    • Degree in Computer Science or Engineering or Equivalent with 5+ years of relevant experience in Computer Science/ Data Science, Machine Learning or related fields preferred but candidates with Bachelor’s degree in computer science are also welcome to apply provided they have a strong technical knowledge and experience in computer vision.
    • At least 2 years of experience in computer vision and/or deep learning for object detection and tracking along with semantic or instance segmentation.
    • Experience with any machine/deep learning frameworks like Tensorflow, Keras and PyTorch.
    • Experience in training models through GPU computing using NVIDIA CUDA or on cloud.
    • Ability to transform research articles into the working solutions to solve real-world problems.
    • Strong experience in using both basic and advanced image processing algorithms for feature engineering.
    • Proficiency in Python and related packages like numpy, scikit-image, PIL, opencv, matplotlib, seaborn, etc


    Mandatory Non-Technical skills:

    • Excellent written and verbal communication skills for effectively communicating with the team and ability to presenting information to varied technical and non-technical audience.
    • Must be able to produce solutions independently in an organized manner and also be able to work in a team when required.
    • Experience with API / RESTful data services


    Differentiating Competencies:

    • Must be a team player, ability to work to balance between multiple deliverables.
    • Advanced knowledge in performance, scalability, numerical accuracy and best practices for implementing various solutions.
    • Proficiency with edge computing principles and architecture preferably for NVIDIA Jetson devices and Raspberry Pi.
    • Experience in different model optimization techniques apart from hyperparameter tuning to reduce memory usage without hindering the performance for deploying on edge devices.
    • Proficiency with Azure cloud computing environments.
    • Exposure to IoT technology.
    • Experience in Agile Application Development and Scrum methodologies to develop efficient, maintainable, readable and production-ready pipelines.
    • Must have curiosity, eagerness and motivation to be involved in Data Science and Image Processing.


    Relocation Eligible:
    Eligible for Standard Relocation
    Job Type: Regular

    PepsiCo | Hiring | Lead Engineer1, Computer Vision & Artificial Intelligence | BigDataKB.com | 1/11/2022

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