Python Fullstack Engineer
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Role details
Tech stack
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Job description
Pydantic v2 (BaseModel, validation, settings management) Structured logging & tracing patterns Redis (pub/sub, TTL, async clients) REST API design & integration patterns Retry/backoff strategies (Tenacity) Concurrency patterns (parallel tool calls, task orchestration) Data Engineering & ETL Prefect 2.x / 3.x o Flows, tasks, futures o Deployments (YAML) o Work pools o Blocks (Secrets, storage) o Scheduling ETL/ELT design o Incremental loads o Idempotency o Schema evolution Snowflake o connector-python o OAuth authentication o Warehouse/schema management o Query optimization PostgreSQL 16/17 o psycopg 3.x o Async support o Connection pooling SQLAlchemy 2.x (ORM + asyncio) Alembic migrations Advanced SQL o Multi-table JOINs o CTEs o Window functions o Timezone conversion Pandas 2.x (complex multi-stage transformations) PyArrow / columnar formats Azure Blob Storage (azure-storage-blob) Document ingestion/parsing: o Docling o Unstructured o python-docx o python-pptx Graph Algorithms & Pattern Processing NetworkX o Connected components o Transitive closure o Graph construction Alarm correlation logic Regex engineering o IPv4 / IPv6 o Network interface extraction o CI/entity extraction Entity classification patterns Backend Engineering (FastAPI Stack) FastAPI o Routing o Dependency injection o Middleware o Streaming responses (SSE) Async-first backend design Incremental/streaming LLM responses Background tasks & concurrency control Pydantic request/response models Frontend (React Agent UI) React 18/19 o Hooks o Context API o Performance optimization TypeScript MSAL browser authentication JWT handling Streaming fetch / incremental rendering Real-time agent UI updates Testing & Code Quality pytest o Fixtures o Parametrize o Markers unittest.mock (patch, MagicMock) Ruff pre-commit hooks SAST integration Nice-to-Haves Ray (distributed execution) Columnar performance tuning Network operations domain knowledge NOC / alarm correlation familiarity, Software Guidance & Assistance, Inc. (SGA) is searching for a w2 Principal Financial Systems Engineer (Python / AWS) for a Direct Hire opportunity with one of our premier investmen…
- 9 days ago
Requirements
Must have Skills Python; REST; ETL; PostgreSQL; Snowflake; Data Engineering; Agentic AI Skill 1 7Yrs of Exp Python, .NET; Alembic; Azure Blob Storage; Backend Development; CI/CD; Cloud Infrastructure Skill 2 7Yrs of Exp Fullstack Development Skill 3 5Yrs of Exp in IT Data Core Language & Architecture Python 3.11+ Advanced type hints (PEP 484), static typing discipline
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