AI/ML Engineer

19 hours ago


Bengaluru, Karnataka, India SP Software Pvt Ltd Full time ₹ 12,00,000 - ₹ 36,00,000 per year

AI/ML Engineer

Technical Skills:


• Advanced proficiency in Python with expertise in data science libraries (NumPy, Pandas, scikit-learn) and deep learning frameworks (PyTorch, TensorFlow)


• Extensive experience with LLM frameworks (Hugging Face Transformers, LangChain) and prompt engineering techniques


• Experience with big data processing using Spark for large-scale data analytics


• Version control and experiment tracking using Git and MLflow


• Software Engineering & Development: Advanced proficiency in Python, familiarity with Go or Rust, expertise in microservices, test-driven development, and concurrency processing.


• DevOps & Infrastructure: Experience with Infrastructure as Code (Terraform, CloudFormation), CI/CD pipelines (GitHub Actions, Jenkins), and container orchestration (Kubernetes) with Helm and service mesh implementations.


• LLM Infrastructure & Deployment: Proficiency in LLM serving platforms such as vLLM and FastAPI, model quantization techniques, and vector database management.


• MLOps & Deployment: Utilization of containerization strategies for ML workloads, experience with model serving tools like TorchServe or TF Serving, and automated model retraining.


• Cloud & Infrastructure: Strong grasp of advanced cloud services (AWS, GCP, Azure) and network security for ML systems.


• LLM Project Experience: Expertise in developing chatbots, recommendation systems, translation services, and optimizing LLMs for performance and security.


• General Skills: Python, SQL, knowledge of machine learning frameworks (Hugging Face, TensorFlow, PyTorch), and experience with cloud platforms like AWS or GCP.


• Experience in creating LLD for the provided architecture.


• Experience working in microservices based architecture.

Experience : 6 Years

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