About Telence Solutions
Telence Solutions is a multi-vendor network engineering, cybersecurity and AI operations company serving service providers and mission-critical industries, including power utilities, oil and gas, transportation and public safety. Our in-house platform, the Autonomic Network Engine (ANE), is a next-generation AI-driven network management system. It detects faults, finds the root cause, checks the impact of a fix, waits for an engineer's approval, applies the fix and verifies that the network recovered.
ANE is designed so that AI explains the diagnosis rather than guessing it. A causal graph determines the root cause, and language models explain findings, assist engineers and draw on each customer's own runbooks. Because many of our customers run sensitive networks, ANE runs fully on-premises, including air-gapped, or in AWS, with the language model fully swappable.

The Role
We're looking for a Data Scientist to own how the language models inside ANE are adapted to the realities of network operations. You'll turn real operational data (alarms, syslogs, telemetry,



configurations, runbooks and engineers' decisions) into training and evaluation datasets. You'll then fine-tune open-weight models that run entirely on customer premises. Your work directly improves how accurately ANE explains faults, how well it follows a customer's playbooks, and how reliably it supports engineers.

What You'll Do
• Curate operational data: build datasets from network alarms, syslogs, SNMP and streaming telemetry, configuration data, incident history and runbooks, including cleaning, deduplication, labeling and anonymization of customer data.
• Turn engineer decisions into training signal: ANE records every proposed fix and whether an engineer approved, edited or rejected it. Use that record to build supervised and preference datasets.
• Fine-tune open-weight models: retrain and fine-tune LLMs and smaller language models (for example Llama, Mistral, Qwen or DeepSeek

📌 Data Scientist – LLM Fine-Tuning (Hyderabad)
🏢 Telence Solutions
📍 Hyderabad