Job Description
Job Description:
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). DevOps:
Ansible, CI/CD, Docker and Kubernetes experience. Databases:
SQL (PostgreSQL, MySQL) and NoSQL/vector databases. Scripting:
Proficient in both Bash and PowerShell for automation. CI/CD Experience:
Azure DevOps, GitHub Actions, Jenkins, or similar automation pipelines. Python:
3-5+ years production experience, this is your primary language. NLP/LLMs:
Experience with transformers (BERT, GPT, T5), RAG systems, fine-tuning, prompt engineering, or building LLM applications. Time Series:
Forecasting models, anomaly detection, sequential data modeling, or real-time monitoring systems. Recommender Systems:
Collaborative filtering, ranking models, personalization engines, or content recommendations. MLOps Tools:
Production experience with MLflow, Weights & Biases, Kubeflow, Airflow, or similar platforms. Distributed Training:
Large-scale model training, multi-GPU/multi-node setups, efficient data parallelism. Computer Vision:
Production CV experience with PyTorch/TensorFlow, OpenCV, YOLO, object detection, segmentation, or real-time inference. Feature stores (Feast, Tecton) or advanced feature engineering. Model optimization:
quantization, pruning, knowledge distillation. LLM Models:
Ollama, Huggingface, or other non-frontier models AI/ML Production:
Built and deployed 2-3+ ML models serving real users, not just experiments. Experience with Geospatial Information Systems (GIS) and analyzing spatial data. Prior experience in the transportation, logistics, or smart city sectors. Background in Computer Vision (object detection, image segmentation) applied to infrastructure or vehicular data. Familiarity with public sector data compliance, security, and governance standards. Experience with the Unreal gaming engine and real world digital twinning Experience with Google Maps Cesium API Experience with Polygonflow Dash and its capabilities
