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Data Scientist and AI Model Developer
2 weeks ago
Job Title: AI/ML Engineer
We are seeking a skilled professional to design, develop and implement machine learning models and AI-driven solutions. This role is ideal for someone who has a strong background in machine learning and data science, with experience in developing and deploying large-scale machine learning models.
Key Responsibilities:- Develop and deploy machine learning models and AI algorithms using Python.
- 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 cross-functional teams 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.
- 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.
Educational Qualifications:
- 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.
