14 Oct
|
Aurionpro
|
Mumbai
Dear Candidate,
This opportunity with Aurionpro Solution Ltd; for the below position :
Positions : AI ML Engineer
Website : www.aurionpro.com / www.interactsuite.com
Job location : Navi Mumbai
KEY RESPONSIBILITIES
Required Skills
- 5 years of experience in AI/ML Engineering, LLM Development, or Applied AI roles.
- Hands-on experience with Python, FastAPI, ML frameworks, and data science toolkits.
- Strong understanding of JavaScript-based product ecosystems and modern framework upgrade approaches.
- Experience working with multiple LLM tools, including local models, cloud APIs, and open-source models.
- Strong knowledge of RAG, vector databases, embeddings, and prompt engineering.
- Solid understanding of MLOps, including model lifecycle, versioning, deployment, and monitoring.
- Ability to contribute to AI strategy, architecture, and scalable enterprise AI systems.
- Strong analytical, communication, and cross-functional collaboration skills.
Key Responsibilities
- Deliver AI initiatives across product lines, including framework upgrades for existing JavaScript-based systems.
- Build customer segmentation and predictive models using ML algorithms.
- Develop and deploy FastAPI-based AI services, microservices, and integration layers.
- Manage the end-to-end LLM lifecycle, including model selection, fine-tuning, prompt engineering, RAG, vector database setup, and performance optimization.
- Automate business processes using AI-driven workflows and orchestration.
- Contribute to new AI product development and integrate intelligent features into existing platforms.
- Build and maintain scalable data pipelines, feature engineering processes, and ML model monitoring systems.
- Evaluate open-source and commercial AI/ML/LLM tools for adoption within the product ecosystem.
- Implement AI governance, security controls, and compliance standards.
- Collaborate with engineering, product, and business teams to translate requirements into working AI solutions.
- Support the creation and maintenance of the overall AI strategy, roadmap, and execution plan.
Key Advantages / Preferred Experience A. ML Frameworks & Tools
- TensorFlow
- PyTorch
- Scikit-learn
- MLflow – self-hosted experiment tracking
- ONNX Runtime – offline inference
- Hugging Face open-source models – self-hosted/offline
B. ML Algorithms
- Customer churn prediction
- RFM and customer segmentation
- K-Means, DBSCAN, GMM, Hierarchical Clustering
- Recommendation systems – cooperative and content-based filtering
- Propensity models using XGBoost, LightGBM, Random Forest, and Logistic Regression
- NLP – tokenization, embeddings, sentiment analysis
- Deep learning for pattern detection and advanced modeling
- Customer behavior simulations based on event streams
- Agent-based and scenario-based predictive modeling
- Time-series forecasting using ARIMA, LSTM, Prophet, and Transformers
📌 AIML Engineer (Mumbai)
🏢 Aurionpro
📍 Mumbai