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ManekTech · Ahmedabad, Gujarat

AI/ML Engineer

full timePosted yesterday
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Stack mentioned

nlpllmragmlopsagentic-aimicroservicesfastapietlpythonjavascriptreactsqlpytorchtensorflowlangchainllamaindexmlflowci/cdgithubgitlab

Senior AI/ML Engineer

About the Role

We are looking for a Senior AI/ML Engineer to architect and deploy production-grade AI/ML and Generative AI systems across domains such as NLP, Computer Vision, and deep learning.

This role requires strong expertise in the end-to-end ML lifecycle, LLM/RAG pipelines, scalable backend systems, and MLOps/LLMOps.

You will build scalable, reliable, and cost-efficient AI platforms used in real-world applications.

Key Responsibilities

- Design and implement end-to-end ML pipelines

- (data ingestion → preprocessing → training → deployment → monitoring)

- Build LLM-powered applications using RAG and agentic workflows

- Develop scalable ML/LLM microservices (FastAPI or similar)

- Implement MLOps/LLMOps best practices

- Optimize latency, throughput, and cost of AI systems

- Work with vector databases for semantic search and retrieval

- Design batch and real-time inference systems

- Collaborate with data engineering for robust data pipelines

- Lead AI system architecture decisions

- Mentor junior engineers and enforce production-quality standards

Tech Stack

Programming & Core

- Python (production-grade)

- JavaScript, React JS(Bonus)

- Strong SQL

AI/ML & Deep Learning

- PyTorch / TensorFlow

- Scikit-learn

- Hugging Face ecosystem

- Model evaluation & optimization tools

- Applied Mathametics for Machine Learning

Generative AI / LLM

- Gen AI Orchestration frameworks (LangChain , Langgraph , LlamaIndex , CrewAI Autogen or equivalent)

- Embeddings pipelines

- LLM evaluation frameworks

- Prompt orchestration systems

- Agentic workflow frameworks (preferred)

- Vector Databases

MLOps / LLMOps

- MLflow , Langsmith etc.

- Model registry & versioning

- CI/CD for ML (GitHub Actions, GitLab CI, etc.)

- Data validation (Great Expectations or similar)

- Model monitoring & observability

- Opentelemetry, Grafana

Backend & Systems

- FastAPI / Flask / Django

- Async Python

- Microservices architecture

- REST/gRPC APIs

- Docker

- Kubernetes

- Message queues (Kafka / RabbitMQ – bonus)

Cloud & Infrastructure (at least one)

- AWS (SageMaker, ECR, ECS/EKS, Lambda, S3)

- GCP (Vertex AI, GKE, Cloud Run, BigQuery)

- Azure ML (preferred)

- GPU-based deployment and optimization

Pay: Up to ₹840,000.00 per year

Benefits:

- Leave encashment

- Provident Fund

Ability to commute/relocate:

- Ahmedabad, Gujarat (Ahmedabad): Reliably commute or planning to relocate before starting work (Preferred)

Experience:

- AIML: 1 year (Preferred)

Work Location: In person

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