jobs in Luxoft

Kerja Sepenuh Masa, Senior AI Engineer di Luxoft - Maukerja

Undisclosed

Singapore

Kongsi
Simpan

Lokasi Kerja

  • Singapore

Penerangan Kerja

Tanggungjawab

Project Description:

  • We are looking for AI Engineers for a strategic initiative to build Agentic AI use cases around Trading Surveillance.

Responsibilities:

  • • Design, develop, and maintain full-stack Python applications with modern frontend frameworks
  • • Build and optimize RAG (Retrieval-Augmented Generation) systems for AI applications
  • • Create and implement efficient vector databases and knowledge stores
  • • Develop APIs that connect frontend interfaces with backend AI services
  • • Implement and maintain CI/CD pipelines for AI applications
  • • Monitor application performance and troubleshoot issues in production
  • • Design and maintain data pipelines, ETL/ELT workflows, and data infrastructure to support AI and analytics workloads

Mandatory Skills Description:

  • • Minimum of 6 to 9 years of experience in AI/ML solution implementation
  • • Minimum of 3 years of experience in Data Engineering (data pipelines, ETL/ELT, data warehousing, batch/streaming processing)

AI & ML Skills:

  • Multi-Agent System Design & Orchestration
  • Full-stack AI Integration (Frontend to Backend)
  • Multi-Cloud AI Infrastructure (AWS Bedrock, Vertex AI, Azure AI, Snowflake Cortex)
  • Advanced Prompt Engineering & LLM Fine-tuning
  • Agentic Retrieval Augmented Generation (RAG)
  • AI Safety, Guardrails & Governance
  • Enterprise Application Integration & AI Orchestration
  • Semantic Modeling & Knowledge Graph Construction
  • High-Scale Vector Database Management
  • LLM Observability, Evaluation & Monitoring (LLMOps)

Data Engineering Skills:

  • Data pipeline design & orchestration (Apache Airflow, Prefect, Dagster)
  • ETL/ELT development and optimization
  • Data warehousing & lake architecture (Snowflake, BigQuery, Redshift, Databricks)
  • Batch and streaming data processing (Spark, Kafka, Flink)
  • Data modeling and schema design
  • SQL proficiency and query optimization

Main Technologies:

  • Python (FastAPI / Pydantic)
  • LangChain & LangGraph
  • Edio & Render (Deployment & Hosting)
  • Streamlit & Gradio (UI/UX for AI)
  • OpenAI & Open-Source Models (Llama 3, Mistral)
  • Vector Databases (Pinecone, Milvus, Weaviate)
  • Cloud Platforms: AWS Bedrock, Google Vertex AI, Azure AI Studio
  • LLM Monitoring Tools (LangSmith / Arize Phoenix)
  • Data Tools: Apache Spark, Airflow, Kafka, dbt, Snowflake


Peringatan Penting

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