AI ML Developer/Engineer

Tata Consultancy Services; Pune District; On-site; INR 2,000,000 - 3,200,000; Full time

Job summary

Tata Consultancy Services in Pan India is seeking an experienced AI/ML professional to design and implement end-to-end deep learning pipelines. You'll work across data ingestion, preparation, model training, validation and deployment for edge devices, optimizing for accuracy and latency.

The role requires 4+ years in AI/ML, strong data mining and algorithmic knowledge, and hands-on experience with neural networks, CV/ML libraries, and edge deployment toolchains.

Qualifications

• 4+ years of experience in AI/ML development.
• Excellent knowledge of data mining, tools and libraries (pandas, numpy, …) and a good understanding of data structures.
• Ability to perform predictive and statistical analysis from different data sources.
• Experience with Image Processing, Computer Vision, Pattern Recognition, Machine Learning and Linear algebra.
• Exposure to model development and deployment of Neural Networks, SVMs, Deep Learning, etc.
• Experience with segmentation, object detection, Speech Recognition and scene analysis in image classes.
• Troubleshooting/debbuging ML model issues.
• Programming skills preferably in Python, C, C++.

Responsibilities

• Setup end-to-end deep learning pipeline for data ingestion, preparation, model training, validation and deployment.
• Tune models to achieve high accuracy and low latency.
• Deploy developed deep learning models on constrained edge devices after optimization for customer requirements.

Skills

AI/ML development

Data mining

Data structures

Neural networks deployment

Deep learning

Machine learning

Python

C

C++

Image processing

Computer vision

Pattern recognition

Speech recognition

Edge AI

Tools

OpenCV

OpenVINO

CUDA

TensorFlow

PyTorch

Azure

AWS

Intel EII

NVIDIA DeepStream

Qualcomm AI Hub

Job description

Required Technical Skill Set: AI ML, Edge AI

Desired Experience Range: 4+ yrs

Location of Requirement: Pan India

Must-Have : -

• 4+ years of experience in AI/ML development
• Excellent knowledge of data mining, tools and libraries (pandas, numpy, …) and a good understanding of data structures
• Ability to perform predictive and statistical analysis from different data source
• Experience working with Image Processing, Computer Vision, Pattern Recognition, Machine Learning and Linear algebra.
• Exposure to model development + deployment of Neural Networks, Support vector Machines, Deep Learning, etc..
• Experience working on Different classes of Images with segmentation, object detection, Speech Recognition, scene analysis …
• Experience on trouble shooting/debugging ML model issues
• Programming skills preferably using Python, C, C++

Good-to-Have

• Exposure to ONNX ontologies.
• Exposure to deployment tool-chain like Intel EII, Nvidia Deep Stream, Qualcomm AI Hub, etc....
• Excellent communication and documentation skills
• Programming skills preferably using OpenCV, OpenVino, CUDA, Tensorflow, Pytorch
• Exposure to popular platforms such as Azure, AWS.
• Exposure to ML Ops

SN Responsibility of / Expectations from the Role

• Setup end-end deep learning pipeline for data ingestion, preparation, Model training, validation and deployment
• Tune the models to achieve high accuracy rates and minimum latency
• Deploying developed Deep learning models on constrained EDGE devices after optimization to meet customer requirements.