Machine Learning Engineer
3 days ago
Job Description:
- 2+ years of experience building AI/ML based products with predictive and prescriptive analytics capabilities.
- Hands on experience with Python and AI/ML libraries.
- Tools - must: PyTorch/Tensorflow, Scikit-Learn.
- Good to have: Flask, Django, FastApi, GenAI, NLP ,MLOps, Any Vector db
- Proficiency in machine learning techniques and data mining algorithms such as Regression, Clustering, Classification, Decision trees, KNN and SVM.
- Ability to design algorithmic implementation for performing real-time and scalable learning machines.
- Good communication and presentation skills.
- Bachelors/Masters in Computer Science, Engineering or relevant field; graduate degree in Data Science or another quantitative field is preferred.
- Must possess a balance of analytic problem solving and strong interpersonal and relationship development skills.
What will excite us:
- Ability to understand non-functional requirements such as scalability, security, application monitoring, performance etc.
- Prior experience with Domain Driven Design (DDD).
- Good experience with Test Driven Development.
What will excite you:
- Opportunity to work on large scale enterprise solution building.
- Opportunity to explore new technologies & frameworks with accomplished solution architects & industry leaders.
- Will get exposure to latest aspects of security, AI/ML, Business Domain and data analytics.
Here are some of the technologies we work with day-to-day right now:
- EF Core/SQL/MongoDB
- Workflow Foundation
- WPF with prism based pluggable architecture
- Biometric Device Integrations
- Ocelot, Consul
- Containerization and CI/CD
- KeyCloak as Auth Service Provider
- Chatbot framework - Integration with messaging services
- Enterprise grade multi-tenant architecture implementation
Here are a few recent projects you might have worked on if you were already part of the team:
Applicant Tracking System:
- B2B Solution with enterprise grade architecture
- Multitenancy support
- Refactoring legacy application to latest technology stack using domain driven design approach
- Containerization
- ElasticSearch and NoSQL Integrations for faster operations
- Event sourcing and CQRS design pattern
- Integration framework with various echo systems
- Platform support for third party applications
Location : Ahmedabad
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