AI/ML Engineer - Industrial Analytics

Tata Consultancy Services; Riyadh; On-site; SAR 300,000 - 600,000; Full time

Job summary

Tata Consultancy Services (TCS) in MEA is seeking a senior AI/ML engineer to design, develop and deploy ML/DL models handling numerical, categorical, time-series data, images and videos.

You will leverage Python for analysis, develop custom algorithms, and drive insights while deploying solutions on Azure or AWS, with NLP/LLM, RAG, and core ML methods. This role emphasizes learning and applying cutting-edge AI techniques in enterprise projects.

Qualifications

• Designed, developed, and deployed ML/DL models for large-scale data including time series and images.
• Extensive Python programming for statistical analysis and model development.
• Proficiency in optimization techniques (GA, LP, QP).
• End-to-end data workflows: collection, cleansing, feature selection, validation.
• Deploy AI/ML solutions with MLOps on Azure and AWS.
• Strong knowledge of NLP, LLMs, Retrieval-Augmented Generation, and common ML algorithms.
• Commitment to continuous learning of new AI/ML technologies.

Skills

ML/DL modelling

Python for ML

Optimization techniques

Data workflows

ML deployment on cloud

NLP & LLMs

Retrieval-Augmented Generation

ML algorithms basics

LSTM/CNN/YOLO

Continuous learning

GenAI / AI agents

Oil & Gas domain knowledge

Job description

Company – TCS (MEA)

Job type – Full time

About Us:

Tata Consultancy Services (TCS) is an IT services, consulting and business solutions organization that has been partnering with many of the world’s largest businesses in their transformation journeys for over 50 years. TCS offers a consulting-led, cognitive powered, integrated portfolio of business, technology and engineering services and solutions. This is delivered through its unique Location Independent Agile™ delivery model, recognized as a benchmark of excellence in software development.

A part of the Tata group, India's largest multinational business group, TCS has over 616,171 of the world’s best-trained consultants with 157 nationalities in 53 countries. For more information, visit www.tcs.com and follow TCS news at @TCS_News.

Job Description:

Desired Competencies (Technical / Behavioral):

Must-Have:

• Designed, developed, and deployed Machine Learning and Deep Learning models for industrial challenges involving large-scale numerical, categorical, and time series data, as well as images and videos.
• Extensive experience in Python programming for statistical analysis, custom algorithm development, and business insight generation using ML/DL models.
• Proficient in optimization techniques including Genetic Algorithms, Linear and Quadratic Programming, and others.
• Skilled in comprehensive data workflows: collection, exploratory analytics, data cleansing, feature selection, and model validation.
• Experience in deploying AI/ML solutions using MLOPs on cloud platforms such as Azure and AWS. Solid knowledge of NLP, Large Language Models, Retrieval-Augmented Generation, and ML algorithms such as Decision Trees, Clustering, Support Vector Machines, Artificial Neural Networks, LSTM, CNN, and YOLO, with awareness of their practical advantages and limitations.
• Motivated by continuous learning and mastery of emerging technologies and methodologies in the fields of artificial intelligence and machine learning.

Good-to-Have :

• Experience in Oil & Gas, refinery, asset monitoring or other process industries.
• Exposure to GenAI, AI agents, RAG, knowledge graphs or hybrid physics-ML modelling.
• Knowledge of MLOps platforms, drift detection and responsible AI practices.

Application Deadline: 10-October-2026

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