... associate Duration: 6 months skill id: 10795544 Gen AI Architect "8+ years of total software ... FastAPI, Flask, Spring Boot, REST APIs DevOps / MLOps: Docker, Kubernetes, CI/CD pipelines, MLflow ...
... associate Duration: 6 months skill id: 10795544 Gen AI Architect "8+ years of total software ... FastAPI, Flask, Spring Boot, REST APIs DevOps / MLOps: Docker, Kubernetes, CI/CD pipelines, MLflow ...
... Associates throughout their career. Lennar has been recognized as a Fortune 500 company and ... Python Mastery: 7+ years of production Python using async frameworks like FastAPI or Starlette.
... Associates throughout their career. Lennar has been recognized as a Fortune 500 company and ... Python Mastery: 7+ years of production Python using async frameworks like FastAPI or Starlette.
Junior AI Engineer - Co-op
Miami, FL · On-site
Familiarity with server-side frameworks (FastAPI, Express, or similar) for building APIs and ... The Associate must occasionally lift and/or move up to 25 pounds. Evening or weekend work may be ...
Junior AI Engineer - Co-op
Miami, FL · On-site
Familiarity with server-side frameworks (FastAPI, Express, or similar) for building APIs and ... The Associate must occasionally lift and/or move up to 25 pounds. Evening or weekend work may be ...
... Associates throughout their career. Lennar has been recognized as a Fortune 500 company and ... Manage and mentor software engineers Lead full-stack delivery across Python and FastAPI backend ...
... Associates throughout their career. Lennar has been recognized as a Fortune 500 company and ... Manage and mentor software engineers Lead full-stack delivery across Python and FastAPI backend ...
... Associates throughout their career. Lennar has been recognized as a Fortune 500 ® company and ... Manage and mentor software engineers Lead full-stack delivery across Python and FastAPI backend ...
... Associates throughout their career. Lennar has been recognized as a Fortune 500 ® company and ... Manage and mentor software engineers Lead full-stack delivery across Python and FastAPI backend ...
Gen AI Engineer
Lake Mary, FL · Hybrid
This role requires associates to be in-office 1 - 2 days per week, fostering collaboration and ... LLM serving platforms (vLLM, Text Generation Inference, FastAPI); Model quantization for LLMs (GPTQ ...
Gen AI Engineer
Lake Mary, FL · Hybrid
This role requires associates to be in-office 1 - 2 days per week, fostering collaboration and ... LLM serving platforms (vLLM, Text Generation Inference, FastAPI); Model quantization for LLMs (GPTQ ...
GenAI Python Systems Engineer -Senior Manager
Miami, FL · On-site
$124K - $280K/yr
... Engineer Associate] is a plus - Proficient in Python and structured/unstructured data - Proficient in SQL and relational databases - Writing and maintaining FastAPI endpoints for applications ...
GenAI Python Systems Engineer -Senior Manager
Miami, FL · On-site
$124K - $280K/yr
... Engineer Associate] is a plus - Proficient in Python and structured/unstructured data - Proficient in SQL and relational databases - Writing and maintaining FastAPI endpoints for applications ...
GenAI Python Systems Engineer -Senior Manager
Jacksonville, FL · On-site
$124K - $280K/yr
... Engineer Associate] is a plus - Proficient in Python and structured/unstructured data - Proficient in SQL and relational databases - Writing and maintaining FastAPI endpoints for applications ...
GenAI Python Systems Engineer -Senior Manager
Jacksonville, FL · On-site
$124K - $280K/yr
... Engineer Associate] is a plus - Proficient in Python and structured/unstructured data - Proficient in SQL and relational databases - Writing and maintaining FastAPI endpoints for applications ...
Lead Software Engineer
Miami, FL · On-site +1
... Associates throughout their career. Lennar has been recognized as a Fortune 500 ® company and ... Manage and mentor software engineers Lead full-stack delivery across Python and FastAPI backend ...
Lead Software Engineer
Miami, FL · On-site +1
... Associates throughout their career. Lennar has been recognized as a Fortune 500 ® company and ... Manage and mentor software engineers Lead full-stack delivery across Python and FastAPI backend ...
GenAI Python Systems Engineer -Senior Manager
Tampa, FL · On-site
$124K - $280K/yr
... Engineer Associate] is a plus - Proficient in Python and structured/unstructured data - Proficient in SQL and relational databases - Writing and maintaining FastAPI endpoints for applications ...
GenAI Python Systems Engineer -Senior Manager
Tampa, FL · On-site
$124K - $280K/yr
... Engineer Associate] is a plus - Proficient in Python and structured/unstructured data - Proficient in SQL and relational databases - Writing and maintaining FastAPI endpoints for applications ...
Gen AI Engineer
Lake Mary, FL · Hybrid
This role requires associates to be in-office 1 - 2 days per week, fostering collaboration and ... LLM serving platforms (vLLM, Text Generation Inference, FastAPI); Model quantization for LLMs (GPTQ ...
Gen AI Engineer
Lake Mary, FL · Hybrid
This role requires associates to be in-office 1 - 2 days per week, fostering collaboration and ... LLM serving platforms (vLLM, Text Generation Inference, FastAPI); Model quantization for LLMs (GPTQ ...
Associate Fastapi information
What are the key skills and qualifications needed to thrive as an Associate FastAPI Developer, and why are they important?
What is an Associate FastAPI developer?
What is the difference between Associate Fastapi vs Associate Python Developer?
| Aspect | Associate Fastapi | Associate Python Developer |
|---|---|---|
| Required Credentials | Knowledge of Fastapi, Python, REST APIs | Proficiency in Python, basic web frameworks |
| Work Environment | Backend development, API design, cloud deployment | Application development, scripting, software projects |
| Employer & Industry Usage | Tech companies, startups, SaaS providers | Software firms, tech departments, startups |
| Common Search & Comparison | Yes | Yes |
The main difference between an Associate Fastapi and an Associate Python Developer lies in their focus areas. An Associate Fastapi specializes in building APIs using the Fastapi framework, requiring specific knowledge of Fastapi and REST API design. In contrast, an Associate Python Developer has broader Python programming skills applicable to various software development tasks. Both roles are common in tech environments, but Fastapi roles are more specialized towards API development and deployment.
What are common challenges faced by an Associate FastAPI Developer, and how can I prepare for them?
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Contractor
Posted 16 days ago
Job description
ALL CAPS, NO SPACES B/T UNDERSCORES
PTN_US_GBAMSREQID_CandidateBeelineID
i.e. PTN_US_9999999_SKIPJOHNSON0413
: -/hr
Location: Hybrid - Chicago - Primary - If not possible we can get remote only if customer agrees to it based on associate
Duration: 6 months
skill id: 10795544
Gen AI Architect
"8+ years of total software engineering and technical architecture experience
3+ years of hands-on experience designing and deploying enterprise Gen AI or agentic workflows into production environments
Experience conducting client-facing technical workshops, architecting solutions for RFPs, and translating complex business requirements into robust designs
Programming: Advanced Python (Pandas, PyTorch, Hugging Face, Scikit-Learn)
Frameworks: LangChain, LlamaIndex, LangGraph, CrewAI, AutoGen
Cloud Platforms: AWS (Bedrock), Azure (Azure OpenAI), or GCP (Vertex AI)
Databases: Vector DBs (ChromaDB, Pinecone, FAISS, Weaviate)
Microservices: FastAPI, Flask, Spring Boot, REST APIs
DevOps / MLOps: Docker, Kubernetes, CI/CD pipelines, MLflow, model monitoring tools "
"Key Responsibilities
1. Architecture & Solution Design
System Design: Define end-to-end architectures for complex Gen AI solutions, including Retrieval-Augmented Generation (RAG) pipelines, multimodal models, and autonomous multi-agent systems
Reusable Patterns: Establish reusable architectural patterns, blueprint standards, and engineering templates to accelerate AI adoption and eliminate redundant engineering efforts
Integration Strategy: Design secure, cloud-native microservices and APIs (e.g., FastAPI, REST) to seamlessly connect AI orchestrators with enterprise data backends and legacy systems
2. Model & Agent Strategy
Orchestration & Agentic Systems: Architect and build multi-agent, goal-driven, autonomous AI systems utilizing frameworks such as LangGraph, CrewAI, AutoGen, or LlamaIndex
Model Lifecycle & Strategy: Lead the evaluation, selection, and fine-tuning strategy for proprietary APIs (e.g., OpenAI, Anthropic, Gemini) and open-source models (e.g., Llama, Mistral) based on performance, latency, and cost
Prompt Engineering: Standardize advanced prompt engineering frameworks (e.g., chain-of-thought, few-shot prompting) to ensure deterministic and scalable model behavior
3. LLMOps, Infrastructure, & Data
Infrastructure Sizing: Define cloud infrastructure scaling models, GPU/TPU sizing strategies, and orchestration layouts (utilizing Docker, Kubernetes/OpenShift)
Vector Databases: Architect robust information retrieval utilizing vector search databases (e.g., Pinecone, Milvus, Weaviate, FAISS)
Operational Pipelines: Implement end-to-end GenAIOps/LLMOps pipelines for automated model deployment, performance monitoring, drift detection, and observability
4. Governance, Security, & Compliance
Responsible AI: Embed governance, security, and compliance guardrails by design into all AI architectures, ensuring protection against prompt injection, data leakage, and PII exposure
Quality Assurance & Testing: Implement evaluation frameworks to systematically test LLM accuracy, reduce hallucinations, and validate solution architectures "
Role Descriptions:
Essential Skills: Gen AI Architect
Desirable Skills:
Keyword:
Skills: AI & Gen AI - Products & Tools
Experience Required[RATE REDACTED], Project Code :
About Real Soft
Sourced by ZipRecruiter
Industry
It services
Company size
501 - 1,000 Employees
Headquarters location
Monmouth Junction, NJ, US
Year founded
1991