AI Architect
Company Profile:
Founded in 1976, CGI is among the largest independent IT and business consulting services firms in the world. With 94,000 consultants and professionals across the globe, CGI delivers an end-to-end portfolio of capabilities, from strategic IT and business consulting to systems integration, managed IT and business process services and intellectual property solutions. CGI works with clients through a local relationship model complemented by a global delivery network that helps clients digitally transform their organizations and accelerate results. CGI Fiscal 2024 reported revenue is CA$14.68 billion and CGI shares are listed on the TSX (GIB.A) and the NYSE (GIB). Learn more at cgi.com.
Job Title: AI Architect
Position: Lead Software Engineer
Experience: 8-10yrs Years
Category: Software Development/ Engineering
Shift: General Shift
Main location: India, Karnataka, Bangalore
Employment Type: Full Time
Education Qualification: Bachelor's degree in Computer Science or related field or higher with minimum 3 years of relevant experience
Your future duties and responsibilities
Primary Responsibilities
As a Solutions Architect, you will be responsible for the following activities:
. Architect and implement AI, ML, and Gen AI solutions to address critical industrial challenges. This includes designing data pipelines, developing machine learning models, and deploying scalable solutions
. Collaborate with cross functional teams, including data engineers, data scientists, software developers, and domain experts, to ensure seamless integration and deployment of AI solutions
. Continuously research and integrate the latest advancements in AI, ML, and GenAI technologies into our solutions. Experiment with new algorithms, frameworks, and tools to enhance solution performance
. Research and evaluation of emerging technology, industry and market trends to assist in project development and/or operational support actives
. Transforms business requirements into technical architecture requirements, and designs application architectures which are scalable, robust, and manageable, while balancing the price/performance Provides technical guidance or business process expertise, technical leadership, coaching and mentoring to team members
. Evaluates the impact of relevant emerging technology and business trends
. Lead and coordinate the domain technical and business discussions relative to future architecture direction across the product portfolio or product line.
. Articulates the architectural vision for Enterprise solution suites
. Enforces proper integration and link of different applications within the Enterprise.
. Evaluates alternative architectural approaches.
. Knowledge of Multi Tier Architecture, CI/CD, DevOps, Agile Methodologies
. Ability to interact with Business stakeholders and solve business problems spanning across functions
. Strong business analysis, problem solving, and strategy development skills
. To provide broad technical software support, training, pilots and consulting services for clients and to carry out the implementation of company software
Required qualifications to be successful in this role
. Bachelors or Masters Degree in Computer Science, Software Engineering or equivalent
. Should have architected and designed AI / Gen AI / Web based software applications
. 8 10 years of experience with designing Software Architecture and overall software development experience of 15+ years.
. Proficiency in Python, R, Java /C++.
. Expertise in TensorFlow, PyTorch, Keras, Scikit learn, and other relevant frameworks
. Strong knowledge of data preprocessing, feature engineering, and data pipeline development using tools like Apache Airflow, Apache NiFi, and ETL processes
. Deep understanding of supervised, unsupervised, and reinforcement learning algorithms. Experience with model evaluation, hyperparameter tuning, and model optimization
. Proficiency in AWS, Azure, and Google Cloud for deploying scalable AI solutions. Experience with cloud native services like AWS SageMaker, Azure ML, and Google AI Platform
. Proficiency in SQL and NoSQL databases such as PostgreSQL, MySQL, MongoDB, and Cassandra
. Exposure to Nodered, Cumanda and Openshift
. Exposure to industrial automation domain, particularly OPC UA/DA and Modbus TCP
. Expertise in architectural tools like Enterprise Architect
. Exposure to building IIOT application with REST services
. Expertise in database design and interfacing to related applications
. Hands on experience on with several of the following technologies:
. NodeJS application development
. SSL mutual authentication
. Containerization with Docker (Kubernetes)
. Cloud Native application development using micro services architecture (Azure Cloud services)
. Open ID and OAuth
. Designing orchestration solutions for scalable micro services
. Message Queue system like RabbitMQ
. Stream Analytics tool like Kafka
. Have good knowledge and exposure to DevOps processes (CID/CD)
Must to have:
Python, Machine Learning, Generative AI, TensorFlow, PyTorch, System Design, AI Architect
Good to Have:
Docker, Kubernetes, Apache Airflow, Kafka, IIoT, OPC-UA, Modbus, NodeJS, AWS SageMaker, Azure ML, ETL
CGI is an equal opportunity employer. In addition, CGI is committed to providing accommodation for people with disabilities in accordance with provincial legislation. Please let us know if you require reasonable accommodation due to a disability during any aspect of the recruitment process and we will work with you to address your needs
Together, as owners, let’s turn meaningful insights into action.
Life at CGI is rooted in ownership, teamwork, respect and belonging. Here, you’ll reach your full potential because…
You are invited to be an owner from day 1 as we work together to bring our Dream to life. That’s why we call ourselves CGI Partners rather than employees. We benefit from our collective success and actively shape our company’s strategy and direction.
Your work creates value. You’ll develop innovative solutions and build relationships with teammates and clients while accessing global capabilities to scale your ideas, embrace new opportunities, and benefit from expansive industry and technology expertise.
You’ll shape your career by joining a company built to grow and last. You’ll be supported by leaders who care about your health and well-being and provide you with opportunities to deepen your skills and broaden your horizons.
That same commitment to fairness extends to how we use technology. To support our recruitment team, AI tools may be used to help assess applications though they never replace human judgement. All hiring decisions remain entirely in the hands of our recruitment professionals.
Come join our team—one of the largest IT and business consulting services firms in the world.
