AI/ML Architect
10 hours ago
We are looking for an experienced AI/ML Architect to design, build, and optimize intelligent systems across our IPTV & OTT platforms. The ideal candidate will lead end-to-end AI/ML initiatives, ensuring scalable, high-performance solutions for real-time analytics and advanced automation.
Responsibilities
- Architect and implement AI/ML solutions for network monitoring, QoS/QoE analytics, and predictive maintenance
- Build scalable ML models using TensorFlow, PyTorch, and Scikit-learn
- Develop real-time data pipelines using Spark, Kafka, and cloud-native services
- Work with LLMs, NLP, and Computer Vision models for automation and insights
- Collaborate with product, data, and engineering teams to deliver optimized AI systems
- Lead MLOps implementation (Docker, Kubernetes, MLflow, Airflow)
- Ensure model performance, drift detection, and continuous optimization
Required Skills
- Strong expertise in Machine Learning & Deep Learning
- Hands-on experience in PyTorch, TensorFlow, and Python
- Solid understanding of OTT/IPTV streaming protocols (HLS, DASH, RTP/RTSP)
- Experience with Big Data tools: Kafka, Spark, Elasticsearch
- Cloud experience (AWS/GCP/Azure)
- Knowledge of video quality metrics (VMAF, SSIM) is a plus
- Strong problem-solving and system design skills
Qualifications
- 5+ years of experience in AI/ML development & architecture
- Proven experience building scalable ML pipelines
- Experience with real-time monitoring systems preferred
Job Types: Full-time, Permanent, Fresher
Work Location: In person
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