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161 CGI Group Jobs
AI/ML Cognitive Developer
3-5 years
Bangalore / Bengaluru
1 vacancy
AI/ML Cognitive Developer
CGI Group
posted 29d ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
Gather the user requirements by closely working with Product owner.
Design and develop AI/ML solutions using ML algorithms, LLMs, and Generative AI.
Expert in Azure AI Cloud services - ARC, Azure AI Studio, Azure WebApp
Conduct experiments and run machine learning tests, train models based on requirements.
Select appropriate datasets and data representation methods.
Perform statistical analysis and fine-tuning using test results.
Solve complex problems with multi-layered datasets.
Develop ML algorithms to analyze huge volumes of historical data.
Manage and maintain complex set of application modules in Python, Java, Angular/React, etc.
Design documentation and development with a strong aptitude for learning new technologies.
Client interaction.
Should develop interfaces and perform unit testing, compile package the application for production release.
Attending Daily scrum and follow Agile process.
Job Description
Ability to work independently in a team with a high level of quality
Must be a team player with the ability to manage multiple tasks in a deadline driven environment.
Excellent understanding in Agile, SDLC.
Strong analytical and problem-solving skills
Should have good experience in vector database concepts, Rest Web Service and Soap Service.
Integration with CI/CD tools
Ability to work with cloud technologies, OpenShift and Kubernetes
Knowledge of JIRA and Confluence
Experience in defining and designing the interface based on user requirements.
Should participate in Release Management and Configuration activities.
Ability to collaborate with peers and to work cross-functionally with testing personnel in other software teams in multiple locations.
Should be able to support during application development and application support.
Required skills
Design and develop AI/ML solutions using ML algorithms, LLMs, and Generative AI.
Expert in Azure AI Cloud services - ARC, Azure AI Studio, Azure WebApp
Conduct experiments and run machine learning tests, train models based on requirements.
Select appropriate datasets and data representation methods.
Perform statistical analysis and fine-tuning using test results.
Solve complex problems with multi-layered datasets.
Develop ML algorithms to analyze huge volumes of historical data.
Manage and maintain complex set of application modules in Python, Java, Angular/React, etc.
Design documentation and development with a strong aptitude for learning new technologies.
Client interaction.
Should develop interfaces and perform unit testing, compile package the application for production release.
Attending Daily scrum and follow Agile process.
Job Description
Ability to work independently in a team with a high level of quality
Must be a team player with the ability to manage multiple tasks in a deadline driven environment.
Excellent understanding in Agile, SDLC.
Strong analytical and problem-solving skills
Should have good experience in vector database concepts, Rest Web Service and Soap Service.
Integration with CI/CD tools
Ability to work with cloud technologies, OpenShift and Kubernetes
Knowledge of JIRA and Confluence
Experience in defining and designing the interface based on user requirements.
Should participate in Release Management and Configuration activities.
Ability to collaborate with peers and to work cross-functionally with testing personnel in other software teams in multiple locations.
Should be able to support during application development and application support.
Required skills
Required qualifications to be successful in this role:
Bachelors or Masters degree in Computer Science, Artificial Intelligence, or a related field
3 - 5 years experience of developing AI/ML solutions using Azure AI.
Good programming skills in languages such as Python, Java, machine learning frameworks such as TensorFlow, Keras, or PyTorch.
Experienced to use Langchain to build AI applications based on LLMs from various providers including Azure OpenAI
Knowledge of deep learning, NLP, NLG, NLU and Computer Vision
Ability to write tailorable prompts to meet specific requirements with prompt engineering.
Knowledge of constructing chain link components for advanced usage. Experience with chaining LLMs, agents, and tool functions.
Ability to fine-tune different types of models,
Should have good knowledge on packaging the application in source control tools like GIT/Gitlab/SVN.
Should have a good knowledge of SQL and able to medium to complex SQL queries with inner and outer joins.
Strong understanding of OOPs concepts with ability to analyze requirement and transform into scalable software designs.
Strong knowledge on application security and vulnerabilities.
Good communication and collaborative skills - ability to effectively communicate with team members and stakeholders.
Preferred skills
Experience on Python 3.10+, Core Java, Vector Database.
Certifications in Agile.
Experience in integrating with CI/CD (Jenkins/Git/Openshift)
Experienced in Agile / Scrum methodology and familiar with tools like JIRA
Excellent technical leadership and communication skills with proven ability in collaborating with clients, onsite counterparts, third party vendors team members.
Experience in developing applications that supports in Mobile and desktops.
Experience in Java 8+ and spring boot.
Good to have knowledge on Docker, DevOps, Angular, NodeJS and ReactJS
3 - 5 years experience of developing AI/ML solutions using Azure AI.
Good programming skills in languages such as Python, Java, machine learning frameworks such as TensorFlow, Keras, or PyTorch.
Experienced to use Langchain to build AI applications based on LLMs from various providers including Azure OpenAI
Knowledge of deep learning, NLP, NLG, NLU and Computer Vision
Ability to write tailorable prompts to meet specific requirements with prompt engineering.
Knowledge of constructing chain link components for advanced usage. Experience with chaining LLMs, agents, and tool functions.
Ability to fine-tune different types of models,
Should have good knowledge on packaging the application in source control tools like GIT/Gitlab/SVN.
Should have a good knowledge of SQL and able to medium to complex SQL queries with inner and outer joins.
Strong understanding of OOPs concepts with ability to analyze requirement and transform into scalable software designs.
Strong knowledge on application security and vulnerabilities.
Good communication and collaborative skills - ability to effectively communicate with team members and stakeholders.
Preferred skills
Experience on Python 3.10+, Core Java, Vector Database.
Certifications in Agile.
Experience in integrating with CI/CD (Jenkins/Git/Openshift)
Experienced in Agile / Scrum methodology and familiar with tools like JIRA
Excellent technical leadership and communication skills with proven ability in collaborating with clients, onsite counterparts, third party vendors team members.
Experience in developing applications that supports in Mobile and desktops.
Experience in Java 8+ and spring boot.
Good to have knowledge on Docker, DevOps, Angular, NodeJS and ReactJS
Skills:
- Artificial Intelligence
- Azure Cognitive Services
Employment Type: Full Time, Permanent
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Flexible timing
Monday to Friday
No travel
Day Shift
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