
Surge Technology Solutions
Actively Hiring
Digitally driven BPM, AI, and automation solutions
Job Location
Remote Work Policy
In office
Visa Sponsorship
Not Available
RelocationAllowed
Skills
Python
Machine Learning
SQL
Semantic Search
Flask
REST APIs
Azure
Deep Learning
Docker
Microservices
AWS
Kubernetes
Model Evaluation
NLP
GCP
CI/CD
FAST API
Generative AI
LLMs
Vector Databases
RAG
Lang Chain
AI Agents
Embeddings
Production Deployments
Lang Graph
Cloud-Native Architectures
About the job
Lead AI Engineer
Experience: 8+ Years
Visa: H4EAD/GCEAD/GC/USC
Employment Type: W2
Location :Houston-TX
Job Summary
We are looking for a Senior AI Engineer to design, develop, and deploy production-grade AI and Generative AI solutions. The ideal candidate will have strong hands-on experience with Python, Machine Learning, LLMs, RAG, AI Agents, and cloud-based AI platforms.
Key Responsibilities
- Design and develop end-to-end AI/ML and Generative AI applications.
- Build solutions using LLMs, prompt engineering, RAG, embeddings, vector databases, and AI agents.
- Develop and optimize AI agents and agentic workflows using frameworks such as Lang Chain, Lang Graph, or similar technologies.
- Build data ingestion, preprocessing, embedding, retrieval, and evaluation pipelines.
- Integrate LLMs with enterprise applications, APIs, databases, and external services.
- Develop scalable backend services and AI APIs using Python, Fast API, Flask, or similar frameworks.
- Implement model evaluation, monitoring, observability, and performance optimization.
- Deploy AI solutions using AWS, Azure, or GCP and container technologies such as Docker and Kubernetes.
- Collaborate with Data Scientists, Data Engineers, Software Engineers, Product Managers, and business stakeholders.
- Establish best practices for AI security, responsible AI, data privacy, and model governance.
Required Skills
- 8+ years of software engineering / AI/ML experience.
- Strong Python programming skills.
- Hands-on experience with Generative AI and LLM applications.
- Experience with RAG, embeddings, semantic search, and vector databases.
- Experience with Lang Chain, Lang Graph, LlamaIndex, or equivalent AI frameworks.
- Knowledge of LLM APIs such as Open AI, Azure Open AI, Anthropic, or Google Gemini.
- Experience with Machine Learning, NLP, deep learning, and model evaluation.
- Strong SQL and database experience.
- Experience with REST APIs, microservices, and cloud-native architectures.
- Hands-on experience with AWS, Azure, or GCP.
- Experience with Docker, Kubernetes, CI/CD, and production deployments.
Preferred Skills
- Experience building multi-agent AI systems and autonomous workflows.
- Experience with fine-tuning, LoRA/PEFT, model customization, or open-source LLMs.
- Knowledge of MLOps/LLMOps, model monitoring, prompt/version management, and AI evaluation frameworks.
- Experience with vector databases such as Pinecone, Weaviate, Milvus, pgvector, or Azure AI Search.
- Familiarity with PyTorch, TensorFlow, Hugging Face, and MLflow.
- Experience with enterprise AI implementations in banking, healthcare, telecom, retail, or other large-scale environments.
Education
Bachelor’s or Master’s degree in Computer Science, Engineering, Data Science, Artificial Intelligence, or a related field.
Please forward your resume and contact details to sahithi_[email protected]/ krithik_[email protected] or can call on 832-990-6448
About the company
Learn more about Surge Technology Solutions 
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