We are looking for versatile and experienced technical additions to our development team in Gandhinagar. The position offers an extensive amount of ownership and influence over our development process as we scale the team. We’re looking for people who enjoy solving meaningful problems and love seeing the things they build in the hands of real users.
Design and develop architecture for ML models to be implemented in dockerized containers with CI & CD
Develop the models for various use cases related to text classification and entity recognition
Lead a team of 5 to 10 members
Develop search engine for various use cases with automated pipeline of indexing
Dataset processing for the training of the pre-trained models and for new models
Hands-on experience with Unix systems
Hands-on Experience with CI & CD frameworks like Jenkins. and working knowledge in Maven.
Hands-on Experience in building Docker images, Docker deployments, Private Repository configuration, Container configurations, Container orchestration using Kubernetes or Docker Swarm
Experience with unit testing frameworks and integration with CI technologies
Must have developed models for various use cases of text classification and entity recognition
Must be an expert in NLP, NER and NLU
Hands-on experience with BERT model
Hands-on experience with Django and Flask
Must have experience with various AI frameworks and tools like Spacy, Tensorflow, RasaNLU, SKLearn, etc
Must have used Naive-Bayes, KNN, CART, Linear Regression in various models
All the candidates are required to upload their resume, with the following details:
Short description of the types of models designed along with the frameworks used
List of projects in which end-to-end pipeline was developed Training, Deployment, Prediction and Retraining of models
Your role and responsibility in the projects you worked till now
Bachelor’s degree, preferably in Computer Science from tier 1 Institution. Master degree would be a bonus.
Minimum 3 years of experience with machine learning, dataset preparation and models development
This is open for work from home.
If needed we may call you for in-office meetings at times. Location: SmartSense Solutions, 9th Floor, GIFT Tower One, GIFT City, Gandhinagar, Gujarat, India.