AI ML Engineer

Job Description

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 user

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 systems
• Hands-on experience with transformer-based models
• Working knowledge of Elastic search
• Experience working with generative models like LLM
• Has developed models for various use cases of search, text classification, and entity recognition
• 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
• Expert in NLP, NER, and NLU
• Hands-on experience with BERT model
• Skilled in Fast API, Flask, Django, MariaDB, MongoDB
• Experience with various AI frameworks and tools like Pytorch, Spacy, Tensorflow, RasaNLU, SKLearn, etc
• Has 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 vision
• Expert in Elastic search
• Working experience with Azure Devops
• Working experience of Neo4j
• Worked with data extraction from huge documents
• Worked with one or more of the following libraries like Publaynet, PDFTron, PSPDFKit, PDFjs

Skills:

• CI CD
• NLP
• NER
• Azure cognitive Services
• Fast API
• Spacy
• Tensorflow
• LLM
• Pytorch

Worked with one or more of the following tools:

• Minio
• Knative
• ArgoCD & Argo Workflow
• Worked with HuggingFace models
• Worked with Azure Blob storage and/or Amazon S3 bucket

Qualifications:

Bachelor’s degree, preferably in Computer Science from tier 1 Institution. Master’s degree would be a bonus.

Location:

smartSense Solutions, 4th Floor, GIFT Tower One, GIFT City, Gandhinagar, Gujarat, India.