Posted:1 day ago|
Platform:
Remote
Full Time
We are seeking a skilled AI/ML Engineer to design, develop, and implement machine learning models and AI-driven solutions. The ideal candidate will work closely with cross-functional teams to integrate AI into our products and services, ensuring efficiency and scalability.
· Develop and deploy machine learning models and AI algorithms.
· Preprocess and analyze large datasets for training and validation.
· Optimize model performance and scalability in real-world applications.
· Design and implement AI-driven solutions for predictive analytics and automation.
· Collaborate with software engineers, data scientists, and domain experts to integrate AI solutions.
· Monitor and maintain deployed models, ensuring continuous improvements.
· Develop and maintain APIs for AI-driven chat responses and data ingestion.
· Ensure AI models are efficiently stored and retrieved from vector databases.
· Stay updated with the latest trends and advancements in AI and ML.
· Strong programming skills in Python.
· Experience with machine learning algorithms, deep learning, and data preprocessing techniques.
· Expertise in web frameworks, particularly FastAPI.
· Proficiency in working with structured and unstructured datasets.
· Experience with databases including MongoDB, PostgreSQL, and Weaviate (vector databases, semantic search, hybrid search, distance metrics).
· Strong understanding of Retrieval-Augmented Generation (RAGs) and Large Language Models (LLMs), including prompt engineering and NLP techniques.
· Knowledge of vector embeddings and semantic search.
· Experience in infrastructure management, including Docker, Kubernetes, and cloud platforms (GCP/Azure).
· Experience in MLOps and CI/CD for AI models.
· Ability to design and deploy Merchant-specific API endpoints for AI-driven chat responses and data ingestion.
· Strong problem-solving and analytical skills.
· Bachelor’s/master’s degree in computer science, Artificial Intelligence, Data Science, or a related field.
Preferred Experience:
· 2+ years of experience in AI/ML model development and deployment.
· Hands-on experience with large-scale data processing and model optimization.
· Experience in productionizing AI solutions in real-world applications.
· Experience with OpenAPI (Swagger) for API documentation and usability.
PrediQt Business Solutions Pvt. Ltd
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