Senior Engineer, AVP
Core
Designing, developing, and deploying high-performance data pipelines, intelligent agentic workflows, and Machine Learning Models to solve complex business problems.
Role type
Senior IC machine-learning engineer (agentic AI & data engineering)
Builds
Production AI/ML models, scalable ETL/ELT pipelines, and intelligent AI agents for enterprise environments.
Domain
Financial Services / Generative AI & Big Data
Deliverable
production ML models
Required skills
Python, PySpark, Apache Spark, Hadoop, GCP Vertex AI, LangChain, LlamaIndex, Terraform, Apache Airflow, MLOps, DataOps
Preferred skills
Vector Databases, Model Registry, Feature Store, HP ALM, Jira, ServiceNow
Technologies
Python, PySpark, Apache Spark, Hadoop, GCP (Vertex AI, BigQuery, Dataproc, Dataflow), LangChain, LlamaIndex, Terraform, Apache Airflow
Responsibilities
Develop and deploy source code for AI/ML and data processing components; Design and build intelligent AI agents capable of planning and multi-agent collaboration; Design and maintain scalable Batch and Real-time ETL/ELT pipelines; Debug and provide L3 support for deployed AI/ML models and data pipelines; Conduct peer reviews of source code, data logic, and prompt configurations; Write and conduct unit, integration, and evaluation testing for deterministic and non-deterministic outputs; Implement architectural changes and integrate software components following MLOps and DataOps guidelines; Optimize query performance, PySpark jobs, and latency; Develop CI/CD routines for deployment.
Seniority
Senior, hands-on IC
