We are looking for versatile and experienced technical additions to our development team in Gandhinagar. Hiring for Sr. AI Engineer with 5+ Years of experience, 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.
Responsibilities :
- 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 search, text classification and entity recognition
- 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
- Come up with innovative ideas to improvise the product
- API development for all the model related functions like dataset preparation, training, deployment,
retraining, etc.
Expectations :
Hands-on experience with Unix systemsHands-on experience with transformer-based modelsWorking knowledge of Elastic searchExperience working with generative models like LLMHas developed models for various use cases of search, text classification, and entity recognitionHands-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 technologiesExpert in NLP, NER, and NLUHands-on experience with BERT modelSkilled in Fast API, Flask, Django, MariaDB, MongoDBExperience with various AI frameworks and tools like Pytorch, Spacy, Tensorflow, RasaNLU, SKLearn, etcHas used Naive-Bayes, KNN, CART, Linear Regression in various models. Working knowledge of Azure Cognitive Services like Azure OCR, Azure entity recognition, etc.Bonus Points :
Expert in computer visionExpert in Elastic searchWorking experience with Azure DevopsWorking experience of Neo4jWorked with data extraction from huge documentsWorked with one or more of the following libraries :○ Publaynet
○ PDFTron
○ PSPDFKit
○ PDFjs
Worked with one or more of the following tools :○ Minio
○ Knative
○ ArgoCD & Argo Workflow
Worked with HuggingFace modelsWorked with Azure Blob storage and / or Amazon S3 bucketIMPORTANT NOTE :
You are advised to upload your resume with the following details :
Short description of the types of models designed and developed along with the frameworks usedList of projects in which end-to-end pipeline was developed Training, Deployment, Prediction, and Retrainingof models
Your role and responsibility in the projects you worked on until nowQualifications :
Bachelor’s degree, preferably in Computer Science from tier 1 Institution. Master’s degree would be a bonus.