GM - Data Scientist

Role

GM – Data Scientist

Job Level/ Designation

M3/GM

Function / Department

SNOC

Location

Pune

Job Purpose

Own the AI/ML roadmap and lead technical strategy for large-scale telecom analytics KPI prediction, anomaly detection, RCA automation, log intelligence, LLM-based systems, and predictive maintenance.

Key Result Areas/Accountabilities

• Define AI/ML architecture, modeling frameworks, and experimentation strategy.


• Lead DS teams, review designs, experiments, and validations.


• Architect ML systems for real-time diagnostics and forecasting.


• Solve complex network behavior issues with spatial temporal ML.


• Build scalable pipelines on enterprise VMs.


• Translate network issues into ML solutions.


• Own model governance, drift controls, and explain ability.

Core Competencies, Knowledge, Experience

• Advanced ML: probabilistic models, anomaly detection, clustering.


• Deep Learning: LSTM, Transformers, embeddings.


• NLP: log classification, embeddings, similarity search.


• Math/Stats: optimization, time-series decomposition.


• Programming: Python expert.


• Telecom Analytics: KPI degradation, syslog/ISE analysis.


• MLOps: MLflow, Airflow, onprem deployments.


• GENAI, Agentic AI

Must have technical / professional qualifications

Bachelors or Master’s degree in Computer Science, Engineering, or related fields from premier institutions (IITs, NITs, BITS, or equivalent Tier-1 colleges)