06 Sep
|
Pert Telecom Solutions
|
Navi Mumbai
06 Sep
Pert Telecom Solutions
Navi Mumbai
Job Description
We are looking for Senior AI/ML Engineers (Python) to enhance our telecom-grade products in Lawful Intercept (LI), LBS, and network probe systems by applying machine learning, analytics, and intelligent automation.
The role focuses on integrating AI/ML into existing high-performance systems, such as traffic classification, anomaly detection, pattern discovery, predictive analytics, and intelligent data enrichment—while respecting regulatory, performance, and scalability constraints.
This is not a research-only role. Candidates must be capable of taking models from concept to production in real-world telecom environments.
Location: Navi Mumbai (On-site)
Experience: 5–12 years (AI/ML + backend engineering)
Position Type: Full time
No. of Positions: 2–3
Product Areas: Lawful Intercept (LI), Location Based Services (LBS), Network Probes & Monitoring Systems
Key Responsibilities
1. AI/ML Use-Case Development
Identify and implement AI/ML use cases that enhance LI, LBS, and probe products
2. Model Design & Implementation
Design, train,
and validate ML models using real telecom datasets.
Select appropriate algorithms (supervised, unsupervised, statistical, or hybrid) based on data and system constraints.
Ensure models meet accuracy, latency, and scalability requirements.
3. Production Integration
Integrate ML models into existing Python / system pipelines.
Optimize models for low-latency inference and high-throughput processing.
Work closely with core product teams to embed AI features without impacting system stability.
4. Data Engineering & Feature Development
Work with large-scale structured and semi-structured data (IPDR, logs, probe outputs, location data).
Design and maintain feature extraction pipelines.
Handle noisy, incomplete, and high-velocity telecom data.
5. Model Monitoring & Lifecycle Management
Implement model monitoring, drift detection, and retraining strategies.
Validate model behavior under production traffic patterns.
Ensure explainabi
📌 Senior AI/ML Engineer – Python (Navi Mumbai)
🏢 Pert Telecom Solutions
📍 Navi Mumbai