Bengaluru Karnataka Machine learning operations architect Jobs – 245 Open Jobs Today

Machine Learning Architect
Infrrd —Bengaluru, Karnataka
- Full-time
- Azure
- Computer Science
- Master's degree
3d
Senior Machine Learning Engineer
eBay Inc. —Bengaluru, Karnataka
- Full-time
- Computer Science
- System design
- Master's degree
SDET Architect
SymphonyAI —Bengaluru, Karnataka
- ₹48,00,000 a year
- Full-time
- Azure
- Computer Science
- Software troubleshooting
Manager | APS - BY | Noida | Supply Chain & Network Operations
Deloitte —Bengaluru, Karnataka
- Azure
- Oracle
- DevOps
Senior AI and Machine Learning Engineer
Hewlett Packard Enterprise —Bengaluru, Karnataka
- Full-time
- Computer Science
- Research
- Java
Senior Machine Learning Engineer
Wabtec —Bengaluru, Karnataka
- Full-time
- Engineering
- Master's degree
- AWS
Quick apply
Group Technical Architect
HCLTech —Bengaluru, Karnataka
- AWS
- Machine learning
- AI
Solution Innovator
Airbus India Private Limited —Bengaluru, Karnataka
- Email
- Master's degree
- Machine learning
- Agile
Associate Director | Mainframe | Bengaluru | Engineering | Platform Development & Integration
Deloitte —Bengaluru, Karnataka
- Computer Science
- Master's degree
- Presentation skills
Consultant | APS - BY | Noida | Supply Chain & Network Operations
Deloitte —Bengaluru, Karnataka
- Azure
- Oracle
- DevOps
Anaplan Architect
Synopsys —Bengaluru, Karnataka
- Microsoft Excel
- Finance
- Bachelor's degree
- Health insurance
Analytics and Modeling Manager
Accenture —Bengaluru, Karnataka
- Full-time
- Microsoft Powerpoint
- Microsoft Excel
- Azure
Technology Architect
Accenture —Bengaluru, Karnataka
- Full-time
- DevOps
- Java
- Master's degree
Aera Skill Builder/Developer
Thoucentric —Bengaluru, Karnataka
- Full-time
- Data analysis skills
- Java
- SQL
Business Process Architect
Accenture —Bengaluru, Karnataka
- Full-time
- Bachelor's degree
- Machine learning
- Product management
5d
Senior Quantitative Scientist – Grid Behavioral Modeling
Siemens —Bengaluru, Karnataka
- Full-time
- Doctoral degree
- Computer Science
- Research
Enterprise Technology Architect
Accenture —Bengaluru, Karnataka
- Full-time
- Computer Science
- Machine learning
- APIs
Staff Artificial Intelligence & Machine Learning Engineer
Sandisk —Bengaluru, Karnataka
- Full-time
- Computer Science
- Master's degree
- Bachelor's degree
Quick apply
Sr Analyst DSA, MMM
TransUnion —Bengaluru, Karnataka
- Full-time
- Microsoft Excel
- SQL
- Analysis skills
Senior Consultant | APS - BY | Noida | Supply Chain & Network Operations
Deloitte —Bengaluru, Karnataka
- Azure
- Oracle
- DevOps

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Machine Learning Architect

Infrrd -
Bengaluru, Karnataka

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Job details

Full-time
3 days ago

Qualifications

CI/CD
Azure
Law
Computer Science
Kubernetes
PyTorch
Master's degree
Databases
AWS
Analysis skills
Docker
Bachelor's degree
Machine learning
Continuous integration
Natural language processing
SaaS
AI
Communication skills
Python

Full job description

Hello there! We're Infrrd.

Haven't heard of us before? No problem (it's pronounced In-fur-d ).

We are Infrrd, an Enterprise AI company helping global enterprises extract data from complex, unstructured documents like invoices, contracts, engineering drawings, and handwritten notes. Our AI goes beyond data extraction to automate end-to-end workflows, reducing manual effort, improving accuracy, and accelerating business operations.

About the Role

We are looking for a highly skilled and experienced ML Architect to lead the design and development of our AI and machine learning systems that power intelligent document extraction and processing. The ideal candidate will drive the Machine Learning architecture decisions, champion engineering best practices, and mentor ML teams while working closely with product, engineering, and business stakeholders. This role sits at the intersection of cutting-edge AI and real-world production systems — you'll shape how we apply NER, classification, LLMs, and extraction models to solve hard, document-heavy problems at scale.

Key Responsibilities

Own the ML architecture for document extraction, classification, NER, and LLM-powered pipelines.
Design scalable, production-ready ML systems with high accuracy, performance, and reliability.
Translate business requirements into robust ML solutions and lead architectural decisions.
Establish ML engineering standards, evaluation frameworks, and code/model review practices.
Collaborate with Product, Engineering, DevOps, and QA to integrate ML capabilities into production.
Drive LLM optimization through prompt engineering, RAG, fine-tuning, context management, and inference optimization.
Design feedback and correction-tracking systems for continuous model improvement.
Identify and mitigate challenges such as hallucinations, model drift, data quality, and scalability.

Required skills:

Strong expertise in NLP, including NER, text classification, sequence labeling, and information extraction.
Hands-on experience fine-tuning and deploying LLMs in production.
Deep understanding of RAG, prompt engineering, context management, chunking, and inference optimization.
Experience building feedback loops and correction-tracking systems.
Strong Python skills with PyTorch, Hugging Face, spaCy, LangChain/LlamaIndex.
Experience with MLOps tools (MLflow, W&B, model registries, automated retraining, A/B testing).
Knowledge of Document AI/OCR models (LayoutLM, Donut, PaddleOCR, or similar).
Experience with vector databases (Pinecone, Weaviate, pgvector) and semantic search.
Familiarity with model serving (ONNX, TorchServe, Triton, vLLM), cloud platforms (AWS/Azure/GCP), Docker, Kubernetes, and CI/CD.

Required qualifications:

10+ years of experience in Machine Learning and AI.
3–5 years in architecture or technical leadership roles.
Experience in product-based or SaaS companies preferred.

What We're Looking For:

Strong analytical and problem-solving skills.
Excellent communication and stakeholder management.
Proven ability to influence technical direction and mentor engineering teams.

Nice to Have:

Experience with Agentic AI and AI agents.
Background in Document AI, OCR, or Intelligent Document Processing.
Experience building high-volume, low-latency ML systems.
Knowledge of Responsible AI practices.

If you enjoy solving hard engineering problems and building systems that make a real impact, we'd love to meet you.

Curious about the kind of engineering challenges we solve? Check out a few of our tech talks:

Automated Data Extraction from Engineering & Construction Drawings

Ally | Agentic AI for Mortgage

NLP-powered Table Extraction for Insurance Policy Data

Pay Stubs Data Extraction

Apply Now

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machine learning operations architect jobs in bengaluru karnataka

Machine Learning Architect

Senior Machine Learning Engineer

SDET Architect

Manager | APS - BY | Noida | Supply Chain & Network Operations

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Business Process Architect

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Enterprise Technology Architect

Staff Artificial Intelligence & Machine Learning Engineer

Sr Analyst DSA, MMM

Senior Consultant | APS - BY | Noida | Supply Chain & Network Operations

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