Job Description

What we're looking for: We are looking for a strong and passionate Deep Learning Software Engineer to join our team at Bipolar factory. Position: Machine Learning Software Engineer

• Location: Bangalore, Remote Experience: 2-4 years

Responsibilities: Develop Deep Learning (ML) models using various neural network architectures and implement the model using Python.Understand the problem by interacting with domain experts and design/implement various training algorithms and feature detectors.Train models using various datasets and optimize the inference architecture for performance.Build dockerized micorservices based architecture to ensure scalability.Continuously work to improve the Recall accuracy and precision (mAP) metrics for ML models.Design and implement event driven pipelines using Kafka, Python, Keras, Pytorch and Tensorflow.Perform data clean-up and guide the labelling team to create labelled datasets. Experience developing and consuming REST APIs.Debug, build, test and release complete software products under SaaS model.Qualifications: Experience - 2 to 4 years Prior Experience with Nvidia DeepStream applicationsProven experience as a software developer with knowledge about software development lifecycle (SDLC), from design to implementation.Experience with deep learning frameworks (e.g., Tensorflow, etc) and software stack (e.g., TensorRT, TVM, etc)Experience with ML accelerators and hardware architecture, e.g., GPUs, TPUs, NNAs, MLAs Experience with modern parallel programming: GPU programming (CUDA, OpenCL), SIMD (avx, neon/SVE), multi-process and multi-threaded designs.Experience with model optimization techniques like pruning, quantization, NAS, etc.Experience with real-time scheduling frameworks Experience with open-source deep learning stacks (TVM, XLA, etc)Knowledge of back-end scripting languages (e.g. Python, PHP, Node.js) and Java.Familiarity with databases (e.g. MySQL, MongoDB, Cassandra), web servers (e.g. Apache, NGINX), UI/UX design.Experience with version control systems such as GitHub, BitBucket and build tools such as Jira/Jenkins.Exposure to developing video streaming and file formats is a plus.What's in it for you?Personal development and career growth with exciting and challenging tasksThe significant contribution to your professional portfolioOpportunity to improve company's process and implement your ideasCompetitive payAbout UsWe are bipolar factory, an AI company focused on building cutting edge technologies product for companies across the world. Established in 2020, we have been building IoT and AI video analytics products for MSMEs across india. At Bipolar Factory, we believe that great products are built with the right balance of innovative technology and creative thinking Our goal is to build affordable low cost automation solutions across MSMEs in India. Since our inception, we have worked across textile and automotive industries in Tamil Nadu to automate their manufacturing workflow by providing low cost solutions powered by AIJob Type: Full-timeSalary: ?50,000.00 - ?70,000.00 per monthBenefits:

• Flexible schedule

Schedule:

• Day shift
• Flexible shift