QuEST Global Engineering | Hiring | AI engineer | BigDataKB.com | 1/11/2022

Required Skills:

• Knowledge of machine learning (ML) and statistical modeling concepts.
• Deep knowledge of ML concepts for classification, regression, clustering, etc.
• Ability to develop robust ML models in Python, MATLAB, R etc.
• Knowledge of deep learning (DL) concepts like CNN, FCN, LSTM etc. and network architectures for object detection, classification and semantic segmentation.
• Develop/Understand model/network architecture
• Implement, customize and fine-tune networks based on published papers shared by customer
• Experience in using PyTorch, Keras/Tensorflow

General

• Computer programming skills, strong analytical/mathematical skills, knowledge of cloud applications and computer languages, strong debugging skills, excellent communication skills

Experience:

• Overall 5+ years of experience in Artificial Intelligence domain
• Experience in devising, prototyping and testing machine learning models
• Experience in developing deep learning based solutions in computer vision
• Expertise in developing Python applications.
• Knowledge of Linear Algebra and Machine Learning/DL algorithms. (Work experience in using object detection networks, network layer customisation and visualisation of class activation maps etc.)
• Proven Experience in using Deep Learning libraries like PyTorch, TensorFlow, Keras etc
• Understanding research papers in deep learning and computer vision and implementation of the same in the software.
• Work experience in NVIDIA Platforms will be an advantage.

Project Description:

• The project involves development and application of state-of-the-art artificial intelligence engines using conventional as well as modern machine learning models ranging from classical to deep learning concepts to meet functional and performance requirements

• Use statistical modeling, machine learning, predictive analytics, data mining, and other data analysis techniques to collect, explore, and extract insights from different forms of data like image, video, audio and text. Develop software, algorithms and applications to find patterns and inferences from data.

Roles and Responsibilities:

• Capture technical requirements
• Communicate directly with the on any technical issues and offer solutions whenever required

Min. Qualification:

• BE/BTech in Electronics & Comm./Computer science