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AI/ML Expert
2 weeks ago
A highly skilled and innovative AI/ML professional is required to develop cutting-edge artificial intelligence solutions.
About the Role:- This position involves designing, developing, and deploying AI models that drive business growth and improve customer experience.
- The ideal candidate will have expertise in machine learning, deep learning, and computer vision, as well as strong problem-solving skills and the ability to work collaboratively with cross-functional teams.
- Develop and deploy generative AI and LLM engineering capabilities, including fine-tuning and evaluating large language models (LLMs).
- Implement computer vision development, including model optimization and real-time pipelines using NVIDIA DeepStream or OpenCV.
- Design and implement MLOps and deployment strategies, including containerization with Docker, orchestration with Kubernetes, and model/version management with MLflow or DVC.
- Proficiency in at least one tool from each category below:
- LLM Frameworks & Tooling: Hugging Face Transformers, Ollama, vLLM, or LLaMA
- Agent & Retrieval Tools: LangChain or LangGraph; RAG with Pinecone, Weaviate, or Milvus
- Inference Serving: Triton Inference Server; FastAPI or Flask
- Computer Vision Frameworks & Libraries: PyTorch or TensorFlow; OpenCV (cv2) or NVIDIA DeepStream
- Model Optimization: TensorRT; ONNX Runtime; Torch-TensorRT
- MLOps & Versioning: Docker and Kubernetes (KServe, SageMaker); MLflow or DVC
- Monitoring & Observability: Prometheus; Grafana
- Cloud Platforms: AWS (SageMaker, EC2/EKS) or GCP (Vertex AI, AI Platform) or Azure ML (AKS, ML Studio)
- Programming Languages: Python (required); C++ or Go (preferred)
- Bachelor's or Master's degree in Computer Science, Electrical Engineering, AI/ML, or a related field
- 3-5 years of professional experience shipping both generative and vision-based AI models in production
- Strong problem-solving mindset; ability to debug issues like LLM drift, vector index staleness, and model degradation
- Excellent verbal and written communication skills
The successful candidate will enjoy a competitive salary and benefits package, as well as opportunities for professional growth and development in a dynamic and innovative environment.
How to Apply:Please submit your resume and cover letter, highlighting your relevant skills and experience, to [insert contact information]. We look forward to hearing from you