AI ML Engineer
- Smartsense Consulting
- 1 - 2 years
- Gandhinagar
- 2 months ago
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Job Description
AI/ML Engineer
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.
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:
Publaynet
PDFTron
PSPDFKit
PDFjs
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
IMPORTANT NOTE:
You are requested to upload your resume with the following details:
Short description of the types of models designed and developed 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 on until now
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.
Job Classification
Industry: Software ProductFunctional Area / Department: Engineering - Software & QA
Role Category: Software Development
Role: Data Platform Engineer
Employement Type: Full time
Contact Details:
Company: Smartsense ConsultingLocation(s): Gandhinagar
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Keyskills: Unix Computer vision Maven neo4j Django linear regression Unit testing Data extraction
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