AI Architect with Telecommunications (Telco /OSS)
CGI is seeking an AI/ML Architect to drive intelligent automation and analytics within the telecommunications network domain. The successful candidate will design and implement AI/ML models for network anomaly detection, fault prediction, and capacity optimization using OSS and RAN data. The role requires proficiency in Python, ML frameworks, and data pipeline development, alongside deep understanding of telecom network architectures. This is an onsite role in Chennai requiring cross-functional collaboration with operations and DevOps teams.
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Experience
7-9 years
Function
Engineering
Work mode
Onsite, India
Company
Tier 2
What you will work on
CGI is seeking an AI/ML Architect to drive intelligent automation and analytics within the telecommunications network domain. The successful candidate will design and implement AI/ML models for network anomaly detection, fault prediction, and capacity optimization using OSS and RAN data. The role requires proficiency in Python, ML frameworks, and data pipeline development, alongside deep understanding of telecom network architectures. This is an onsite role in Chennai requiring cross-functional collaboration with operations and DevOps teams.
TAL's take
Solid role at a large global consulting firm with clearly defined technical requirements and domain-specific challenges.
The JD is very precise regarding the technical stack and the specific telecom domain use cases required.
Salaries at CGI
12.7 LPA average
Based on 120 Grapevine salary entries for CGI.
Engineering
0 - 2 years | L1
7 LPA average
Range: 7 - 7 LPA
Engineering
2 - 4 years | Senior Consultant
10 LPA average
Range: 7 - 15 LPA
Engineering
4 - 6 years | L2
10 LPA average
Range: 6 - 15 LPA
Engineering
6 - 8 years | L2
14 LPA average
Range: 9 - 21 LPA
Must haves
- Strong experience in machine learning and deep learning
- Hands-on with Python (NumPy, Pandas, Scikit-learn, TensorFlow/PyTorch)
- Experience in time-series analysis, anomaly detection, and predictive modeling
- Understanding of RAN/Core/OSS architectures
- Hands-on exposure to OSS tools like NetAct
- Experience with SQL/NoSQL databases and ETL processes
Tools and skills
Nice to have: spark, kafka, hadoop, aiops platforms, 5g, oran, genai, aws, azure, gcp.
About the company
Global IT services and consulting firm, established presence but not a top-tier product-led tech brand.
Posts mentioning CGI
LTIMindtree vs CGI – Which One Would You Choose?
I’m currently at Deloitte with ₹10.5 LPA fixed, working in a Salesforce DevOps profile. I have 6 offers, but these 2 are the best: 1. LTIMindtree • ₹20.5 LPA fixed • ₹1.5L joining bonus + ₹50K relocation bonus • Joining: 4th August • Location: Noida (I can travel from Agra weekly) • Client: HW Kaufmann (US-based) - Anyone knows — is this a US shift role? - Does LTIMindtree allow WFH for US shift roles? - Also, I heard LTIM has mostly short-term projects — how true is this? 2. CGI • ₹17.5 LPA fixed + 5% variable + ₹50K joining bonus • Joining: 11th August • Location: Pune • Client: CIBC Bank (Canada) • Probable onsite to Canada after 1 year — Anyone working at CGI Pune — do they allow WFH? Right now, I get around ₹80K in-hand at Deloitte (WFH). If I join CGI in Pune, expenses would be around ₹40K/month, so net savings will be similar to now. LTIM offers a higher fixed salary, bonuses, and known client; CGI has lower fixed but onsite potential and a reputed Canadian bank client. I’m in Salesforce DevOps, looking for long-term growth, onsite opportunities, and role stability. What would you choose and why? Would really appreciate honest advice
Is CGI is good company to work? I got interview call , for GCP admin.. Anyone from CGI ,please help..
LTIMindtree vs CGI – Which One Would You Choose?
LTIMindtree vs CGI – Which One Would You Choose? I’m currently at Deloitte with ₹10.5 LPA fixed, working in a Salesforce DevOps profile. I have 6 offers, but these 2 are the best: 1. LTIMindtree • ₹20.5 LPA fixed • ₹1.5L joining bonus + ₹50K relocation bonus • Joining: 4th August • Location: Noida (I can travel from Agra weekly) • Client: HW Kaufmann (US-based) - Anyone knows — is this a US shift role? - Does LTIMindtree allow WFH for US shift roles? - Also, I heard LTIM has mostly short-term projects — how true is this? 2. CGI • ₹17.5 LPA fixed + 5% variable + ₹50K joining bonus • Joining: 11th August • Location: Pune • Client: CIBC Bank (Canada) • Probable onsite to Canada after 1 year — Anyone working at CGI Pune — do they allow WFH? Right now, I get around ₹80K in-hand at Deloitte (WFH). If I join CGI in Pune, expenses would be around ₹40K/month, so net savings will be similar to now. LTIM offers a higher fixed salary, bonuses, and known client; CGI has lower fixed but onsite potential and a reputed Canadian bank client. I’m in Salesforce DevOps, looking for long-term growth, onsite opportunities, and role stability. What would you choose and why? Would really appreciate honest advice