AI/ML Engineer

3 days ago

Kolkata, West Bengal, India PrediQt Business Solutions Pvt. Ltd Full time
Job Title: AI/ML Engineer

Location: Hybrid (Remote & Onsite) Job Type: Full-time Experience Level: Mid

Job Summary: 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.

Key Responsibilities:

- 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.

Required Skills & Qualifications:

- 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.
- Experience with OpenAPI (Swagger) for API documentation an

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