IN_Associate_ Data Science Deep Learning_D&A_Advisory_Noida
IN_Associate_ Data Science Deep Learning_D&A_Advisory_Noida
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Job Description
Line of Service
AdvisoryIndustry/Sector
Not ApplicableSpecialism
Data Analytics & AIManagement Level
AssociateJob Description & Summary
At PwC our people in data and analytics focus on leveraging data to drive insights and make informed business decisions. They utilise advanced analytics techniques to help clients optimise their operations and achieve their strategic goals.In data analysis at PwC you will focus on utilising advanced analytical techniques to extract insights from large datasets and drive data-driven decision-making. You will leverage skills in data manipulation visualisation and statistical modelling to support clients in solving complex business problems.
*Why PWC
At PwC we believe in providing equal employment opportunities without any discrimination on the grounds of gender ethnic background age disability marital status sexual orientation pregnancy gender identity or expression religion or other beliefs perceived differences and status protected by law. We strive to create an environment where each one of our people can bring their true selves and contribute to their personal growth and the firms growth. To enable this we have zero tolerance for any discrimination and harassment based on the above considerations.
Responsibilities:
Design and develop deep learning models for computer vision tasks such as: Object detection (e.g. YOLO Faster R-CNN) Image classification (e.g. ResNet EfficientNet) Semantic/instance segmentation (e.g. U-Net Mask R-CNN) Video frame analysis tracking or scene understanding Use OpenCV for image/video preprocessing and classical vision tasks: Filtering contour detection edge detection motion tracking image transformations Prepare and manage large-scale image/video datasets frame extraction annotation support augmentation Evaluate models using appropriate metrics (IoU mAP F1 precision-recall curves) Fine-tune or build from scratch using frameworks like PyTorch or TensorFlow Collaborate with cross-functional teams to translate requirements into deployable models Write clean modular and well-documented Python code for training and experimentation Must-Have Skills 46 years of experience in applied deep learning roles with focus on computer vision Proficiency in Python with strong skills in data structures vectorization and modular coding Hands-on experience with OpenCV for traditional image/video processing tasks Strong understanding of CNN architectures and common vision model types Deep learning experience with PyTorch or TensorFlow Practical experience with vision datasets (e.g. COCO Pascal VOC custom video/image data) Familiarity with model training loss functions optimization techniques and performance tuning Nice-to-Have Skills Experience with video analytics or multi-object tracking Familiarity with Albumentations imgaug or other augmentation libraries Exposure to transformer-based vision models (e.g. ViT Swin) Basic understanding of explainability techniques for vision models (e.g. Grad-CAM) Experience working with edge devices embedded systems or real-time CV (optional)
Mandatory skill sets:
Python Open CV Deep learning GenAI machine learning data science
Preferred skill sets:
Data analysis SQL MLOPS
Years of experience
required:
5
Education qualification:
BE/ (if blank degree and/or field of study not specified)
Degrees/Field of Study required: Bachelor of Engineering Master of Business AdministrationDegrees/Field of Study preferred:Certifications (if blank certifications not specified)
Required Skills
Structured Query Language (SQL)Optional Skills
Accepting Feedback Accepting Feedback Active Listening Algorithm Development Alteryx (Automation Platform) Analytic Research Big Data Business Data Analytics Communication Complex Data Analysis Conducting Research Customer Analysis Customer Needs Analysis Dashboard Creation Data Analysis Data Analysis Software Data Collection Data-Driven Insights Data Integration Data Integrity Data Mining Data Modeling Data Pipeline Data Preprocessing Data Quality 33 moreDesired Languages (If blank desired languages not specified)
Travel Requirements
Not SpecifiedAvailable for Work Visa Sponsorship
NoGovernment Clearance Required
NoJob Posting End Date
Required Experience:
IC
Employment Type
Full-Time
