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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.

Vacancy posted 15 days ago
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