Lead AI/ML Engineer
Lead AI/ML Engineer
relanto- Posted 2 months ago
- Be among the first 10 applicants
Job Description
Position: Lead AI/ML Engineer
Location: Bangalore
Employment Type: Full-time
About The Role
We are seeking a highly skilled AI/ML Engineer with deep expertise in designing, developing, and deploying machine learning and generative AI solutions. The ideal candidate will have extensive hands-on experience with modern ML frameworks, LLMs, and RAG architectures, and be capable of building scalable, production-ready AI systems.
Key Responsibilities
Location: Bangalore
Employment Type: Full-time
About The Role
We are seeking a highly skilled AI/ML Engineer with deep expertise in designing, developing, and deploying machine learning and generative AI solutions. The ideal candidate will have extensive hands-on experience with modern ML frameworks, LLMs, and RAG architectures, and be capable of building scalable, production-ready AI systems.
Key Responsibilities
- Design, develop, and implement end-to-end AI/ML models and solutions for complex business problems.
- Work extensively with LLMs, Generative AI, and Retrieval-Augmented Generation (RAG) architectures.
- Build and optimize ML pipelines using frameworks such as TensorFlow, PyTorch, or Hugging Face Transformers.
- Leverage vector databases (e.g., FAISS, Pinecone, ChromaDB) for efficient similarity search and data retrieval.
- Integrate LangChain or LlamaIndex for developing intelligent, context-aware applications.
- Deploy, monitor, and maintain ML models on AWS, GCP, or Azure environments.
- Research and apply cutting-edge NLP, deep learning, and machine learning algorithms.
- Collaborate with cross-functional teams including data engineers, software developers, and product managers to deliver AI-driven solutions.
- Continuously evaluate and improve existing AI/ML models and workflows.
- Bachelor's degree in engineering or relevant field
- 7+ years of hands-on experience in Machine Learning and AI development.
- Strong proficiency in Python and familiarity with major ML frameworks (TensorFlow, PyTorch, Hugging Face).
- Proven experience with LLMs, Generative AI, and RAG-based solutions.
- Working knowledge of vector databases such as FAISS, Pinecone, or ChromaDB.
- Strong understanding of ML algorithms, deep learning architectures, and NLP techniques.
- Experience deploying models on cloud platforms (AWS, GCP, Azure).
- Familiarity with LangChain or LlamaIndex for LLM-based application development (preferred)
- Expertise in ETL/ELT Tools and Data Warehousing
- Strong Programming and Scripting Proficiency to build data pipelines
- Experience with Big Data Technologies like Apache Spark and Cloud Platforms services like S3, Data Factory, EMR, HDInsight, Dataflow
- Excellent problem-solving and analytical skills.
- Ability to work in a dynamic, fast-paced environment with minimal supervision.
More Info
Key Skills
Generative AI
LLMs
LlamaIndex
Hugging Face
LangChain
Pinecone
ChromaDB
RAG architectures
FAISS
About Company
Skills:
Nlp, Pytorch, Python, Prompt engineering, RAG architecture, transfer learning, production AI solutions, Hugging Face, LLM fine-tuning techniques, model deployment, PEFT adapters, LoRA, Transformers, LLM orchestration, Transformer architectures
Skills:
Retrieval-Augmented Generation (RAG), C#, C++, Clustering, Deep Learning, Numpy, Pytorch, Pandas, Decision Trees, Python, Etl, LangChain, Ensembles, CNNs, LangGraph
Skills:
memory allocation policies, parallel processing architectures, profiling code, neural network architectures, NPU micro-architecture, TensorFlow Lite, ONNX Runtime, performance monitoring tools, model optimization and compression techniques, deep learning fundamentals, NPU-specific compilers, Windows Performance Toolkit, PyTorch Mobile
Skills:
Machine Learning Algorithms, Python Programming, Prompt engineering, Data pipelines, Feature engineering
Skills:
Cuda, Ubuntu, Python Scripting, Tensorflow, Deep Learning, Test automation, Yocto, Pytorch, Opencl, Performance profiling, Optimization, hip, Linux expertise, ROCm validation