
Hi,
Greetings from DIA SOFTWARE SOLUTIONS LLC!
We reaching out about an exciting Direct client opportunity with one of our clients. Please review the requirements and let me know if you are interested in this position?
Direct client Req:: Need Senior AI/ML Engineer ,Hybrid, TX
PLEASE SEND THE RESUMES TO SKUMAR AT DIASOFTWARESOLUTIONS DOT COM !
Job Description:
A Software Developer Specialist will focus on engineering-related software services, including model ingestion, automated quantity extraction, plan conformance checks, and CI/CD automation. Leveraging PEPS ensures compliance with procurement regulations while enabling rapid onboarding of specialized talent.
The Senior Software Developer Specialist will be responsible for advancing AI initiatives by extending existing proof-of-concept (POC) solutions into scalable, production-ready web applications that directly support transportation engineering workflows. This role will focus on transforming early-stage AI models and prototypes such as those supporting plan review automation, roadway asset detection, and digital delivery into fully integrated applications accessible through secure, user-friendly web interfaces across the enterprise.
SKILLS MATRIX
Minimum Requirements: Candidates that do not meet or exceed the minimum stated requirements (skills/experience) will be displayed to customers but may not be chosen for this opportunity.
Actual
Years
Experience
Years
Experience
Needed
Required/
Preferred
Skills/Experience
8
Required
Cloud Platforms: Experience with AWS, Azure, Google Cloud Platform, or OCI for deploying and managing ML workloads. We leverage AI/ML tools across all major cloud providers (Azure AI, AWS SageMaker/Bedrock, Google Cloud Platform Vertex AI, OCI AI Services).
8
Required
DevOps: Ansible, CI/CD, Docker and Kubernetes experience.
8
Required
Databases: SQL (PostgreSQL, MySQL) and NoSQL/vector databases.
8
Required
Scripting: Proficient in both Bash and PowerShell for automation.
8
Required
CI/CD Experience: Azure DevOps, GitHub Actions, Jenkins, or similar automation pipelines.
3
Required
Python: 3-5+ years production experience, this is your primary language.
3
Required
NLP/LLMs: Experience with transformers (BERT, GPT, T5), RAG systems, fine-tuning, prompt engineering, or building LLM applications.
3
Required
Time Series: Forecasting models, anomaly detection, sequential data modeling, or real-time monitoring systems.
3
Required
Recommender Systems: Collaborative filtering, ranking models, personalization engines, or content recommendations.
3
Required
MLOps Tools: Production experience with MLflow, Weights & Biases, Kubeflow, Airflow, or similar platforms.
3
Required
Distributed Training: Large-scale model training, multi-GPU/multi-node setups, efficient data parallelism.
3
Required
Computer Vision: Production CV experience with PyTorch/TensorFlow, OpenCV, YOLO, object detection, segmentation, or real-time inference.
3
Required
Feature stores (Feast, Tecton) or advanced feature engineering.
3
Required
Model optimization: quantization, pruning, knowledge distillation.
3
Required
LLM Models: Ollama, Huggingface, or other non-frontier models
2
Required
AI/ML Production: Built and deployed 2-3+ ML models serving real users, not just experiments.
1
Preferred
Experience with Geospatial Information Systems (GIS) and analyzing spatial data.
1
Preferred
Prior experience in the transportation, logistics, or smart city sectors.
1
Preferred
Background in Computer Vision (object detection, image segmentation) applied to infrastructure or vehicular data.
1
Preferred
Familiarity with public sector data compliance, security, and governance standards.
1
Preferred
Experience with the Unreal gaming engine and real world digital twinning
1
Preferred
Experience with Google Maps Cesium API
1
Preferred
Experience with Polygon flow Dash and its capabilities
DIA SOFTWARE SOLUTIONS LLC.
Austin, TX 78727| Direct:
DIA SOFTWARE SOLUTIONS is an Affirmative Action/Equal Opportunity Employer that supports workplace diversity. All employment decisions are made without regard to race, color, religion, sex, national origin, age, disability, veteran status, marital or family status, sexual orientation, gender identity, or genetic information. All Dia soft staff must be able to demonstrate the legal right to work in the United States. DIA SOFTWARE SOLUTIONS is an E-Verify employer