Senior Generative AI Developer
Indexed description
Senior AI Developer (Generative AI)
Coder Trove is seeking a Senior AI Engineer to lead the design and development of scalable AI systems for our FinTech platform. This role requires strong hands-on expertise and architectural thinking — especially in Agentic AI and large-scale LLM platforms.
You will help shape our AI strategy, design production-grade systems, and deliver intelligent automation for invoice financing and business workflows.
- Design and build end-to-end RAG & Agentic RAG pipelines for real-world financial use cases
- Develop multi-agent systems (Planner–Executor, Router, Verifier, Reflection patterns)
- Build and orchestrate agent workflows with strong reliability guarantees
- Implement MCP servers & tool-calling layers for structured, controllable AI execution
- Optimize LLM inference pipelines (latency, throughput, cost) using tools like vLLM, batching, caching
- Set up evaluation frameworks & experiments (A/B testing, offline + online eval) to measure real impact
- Ensure observability & production reliability (tracing, logging, metrics, debugging agent failures)
Experience
- 6+ years of professional software engineering experience.
- 5+ years of hands-on Python development.
- Strong experience designing and developing backend systems and distributed applications.
- Experience working with production-grade AI/LLM systems.
Backend & Systems
- Strong Python programming skills.
- Strong understanding of async programming, concurrency, distributed systems, APIs, queueing, retries, and fault tolerance.
- Hands-on experience with SSE and/or WebSockets.
- Experience designing scalable, high-performance backend services.
Agentic AI / LLM
- Hands-on experience building Agentic AI / LLM applications.
- Experience with LangChain and/or LangGraph.
- Experience implementing RAG / Agentic RAG.
- Practical experience with tool calling / function calling / structured outputs.
- Understanding of prompt engineering + AI system architecture.
Data & Retrieval
- Experience building data pipelines or data platforms.
- Practical experience with vector search and/or hybrid search.
- Experience with at least one vector/search technology such as Pinecone, Weaviate, Milvus, FAISS, or Elasticsearch.
- Good understanding of data retrieval, indexing, and query-performance optimization.
Cloud
- Strong hands-on experience with AWS.
- Experience with cloud-native/serverless architectures.
- Familiarity with services such as Lambda, ECS/EKS, S3, SQS, EventBridge, or Step Functions.
AI Evaluation & Optimization
- Experience evaluating AI/LLM systems using measurable metrics such as quality, precision, recall, latency, and cost.
- Experience with at least one AI evaluation/observability tool such as LangSmith, Langfuse, Ragas, or DeepEval.
- Understanding of model benchmarking and practical fine-tuning/model adaptation concepts.
- Experience with MCP (Model Context Protocol).
- Experience with Apache Iceberg / Parquet.
- Experience with Lakehouse / Data Warehouse / OLAP technologies such as ClickHouse, BigQuery, Snowflake, or DuckDB.
- Experience with Kafka / Airflow / streaming data pipelines.
- Experience with vLLM.
- Hands-on experience with LoRA / model fine-tuning.
- Experience with Redis caching.
- Experience with OpenTelemetry.
- Experience with A/B testing frameworks.
- Basic experience with React or other frontend frameworks.
- Azure experience.
- Experience working with production-scale AI systems and optimizing latency, throughput, and cloud cost.
Why you'll love working here
● A 13-month salary bonus.
● 13 days of paid leave and 10 days of sick leave.
● WFH as needed.
● High-quality health insurance and health check-ups.
● Company trips.
● Regular team events with office food delivered twice a week; extra drinks and snacks are always available.
● Support for training and certifications to improve your skills.
● A friendly management team, a flexible working environment, and opportunities for career growth.
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