Senior AI/ML Engineer -Lead MLOps Engineer
Siritech Solutions Corp
Role: Senior AI/ML Engineer / Lead MLOps Engineer
Title: Senior AI/ML Engineer (MLOps & Computer Vision) / Lead MLOps Engineer
Location: Austin, TX
Total Required Experience in Years: 15%2B Years
Mode of Work: Hybrid (3 Days Onsite / 2 Days Remote) Austin, TX Local Candidates Only
Job Description:
a Senior AI/ML Engineer / Lead MLOps Engineer to advance enterprise AI initiatives and transform existing proof-of-concept solutions into scalable, production-grade applications supporting transportation engineering operations.
The selected candidate will lead the design, deployment, automation, monitoring, and optimization of AI/ML solutions focused on transportation infrastructure, roadway asset detection, engineering plan review automation, digital twins, and intelligent decision-support systems.
This role requires deep expertise across MLOps, Computer Vision, Large Language Models (LLMs), cloud-native AI platforms, GIS analytics, and enterprise-scale AI deployment.
Key Responsibilities:
Design, build, deploy, and maintain enterprise-scale AI/ML solutions.
Convert AI proof-of-concept applications into secure, scalable production systems.
Build MLOps pipelines supporting model training, deployment, monitoring, governance, and lifecycle management.
Develop Computer Vision solutions for transportation infrastructure and roadway asset detection.
Build and optimize LLM-based applications using RAG, prompt engineering, and fine-tuning methodologies.
Implement AI-powered engineering workflow automation and digital delivery solutions.
Develop scalable web applications integrating AI/ML services.
Design distributed training architectures for large-scale model development.
Implement feature stores, model registries, and AI governance frameworks.
Collaborate with transportation engineers, GIS analysts, architects, and business stakeholders.
Support digital twin initiatives leveraging GIS and Unreal Engine technologies.
Optimize model performance using quantization, pruning, and knowledge distillation techniques.
Establish enterprise AI operational standards and best practices.
Required Skills:
AI/ML & MLOps
15%2B years of overall IT experience.
8%2B years of Machine Learning and AI engineering experience.
5%2B years of production MLOps experience.
Experience deploying AI systems serving real-world users.
Strong expertise with:
MLflow
Kubeflow
Airflow
Weights & Biases
Feature Stores (Feast, Tecton)
Multi-Cloud AI Platforms
Experience with:
AWS SageMaker
AWS Bedrock
Azure AI Services
Azure OpenAI
Google Vertex AI
OCI AI Services
Multi-cloud AI architecture and deployment expertise.
DevOps & Infrastructure
Kubernetes
Docker
CI/CD Pipelines
Azure DevOps
GitHub Actions
Jenkins
Ansible
Infrastructure Automation
Programming
5%2B years of production Python development.
Bash scripting.
PowerShell scripting.
LLMs & Generative AI
GPT Models
Hugging Face
Ollama
Transformers
RAG Architectures
Prompt Engineering
Fine-Tuning
Agentic AI Frameworks
Computer Vision
PyTorch
TensorFlow
OpenCV
YOLO
Object Detection
Semantic Segmentation
Real-Time Inference Systems
Data Engineering
SQL
PostgreSQL
MySQL
NoSQL Databases
Vector Databases
Distributed Data Processing
Advanced AI Areas
Recommender Systems
Time-Series Forecasting
Anomaly Detection
Distributed Training
Multi-GPU Training
Model Optimization
Domain Experience (Mandatory)
Transportation Industry
Logistics
Smart Cities
Intelligent Infrastructure
Public Sector Transportation Systems
GIS & Spatial Analytics (Mandatory)
Strong experience with Geospatial Information Systems (GIS).
Spatial Data Analysis.
Geospatial Modeling.
Location Intelligence.
Infrastructure Asset Mapping.
Preferred Skills:
Unreal Engine Digital Twins.
Google Maps Platform.
Cesium API.
Polygonflow Dash.
Transportation Asset Management Systems.
Smart Mobility Solutions.
Connected Infrastructure Platforms.
Qualifications:
Bachelor\'s Degree in Computer Science, Artificial Intelligence, Data Science, Engineering, or related field.
Master\'s Degree preferred.
Certifications:
AWS Machine Learning Specialty preferred.
Azure AI Engineer Associate preferred.
Google Professional Machine Learning Engineer preferred.
Kubernetes Certification preferred.
Databricks Machine Learning Certification preferred.
Additional Information:
Location: Austin, Texas
Hybrid Schedule: 3 Days Onsite / 2 Days Remote
Candidates must reside within 50 miles of Austin, TX.
Face-to-Face Interview may be required.
Visa Accepted: USC, GC, H1B, H4-EAD
Transportation, Logistics, Smart City, or GIS domain experience is mandatory.
Strong GIS and Spatial Analytics experience is mandatory.
Candidates with less than 15 years of IT experience will not be considered.
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