Envision Employment Solutions is currently looking for a Senior Gen AI/Agentic AI Full Stack Lead for one of our partners, a leader in the Consulting & Technology Services!Objective:We are seeking an experienced Senior Gen AI/Agentic AI Full Stack Lead to design, develop, and deploy advanced AI solutions using Generative AI, Agentic AI frameworks, Machine Learning, and Full Stack Python development. In this role, you will lead the end-to-end delivery of AI applications, from understanding business requirements and designing scalable solutions to deploying production-ready models. You will work closely with cross-functional teams and leverage cloud platforms such as AWS, Azure, and GCP to deliver innovative, high-quality AI solutions for enterprise clients.Responsibilities:Collaborate with data engineers, data scientists, and business stakeholders to understand the data and the business problems.Proven hands-on Gen AI / Agentic AI and data science with machine learningStrong knowledge of PythonExperience of deploying the Gen AI applications with one of the Agent Frameworks like Langgraph, Autogen, Crew AI.Experience in deploying the Gen AI stack/services provided by various platforms such as AWS, GCP, AzureExperience in Generative AI and working with multiple Large Language Models and implementing Advanced RAG based solutions.Experience in processing/ingesting unstructured data from PDFs, HTML, Image files, audio to text etc.Experience with data gathering, data quality, system architecture, coding best practicesHands-on experience with Vector Databases (such as FAISS, Pinecone, Weaviate, or Azure AI Search).Experience with Lean / Agile development methodologiesRequirementsBachelor's degree in computer science, Engineering, Mathematics, Statistics, or related fieldProficient in Python and common machine learning libraries such as TensorFlow, PyTorch, Scikit-learn, etc.Hands-on experience with CI/CD pipelines and DevOps tools like Jenkins, GitHub Actions, or Terraform.Proficiency in NoSQL and SQL databases (PostgreSQL, MongoDB, CosmosDB, DynamoDB).Experience in Python AI/ML frameworks such as TensorFlow, PyTorch, or LangChain.Experience in creating Web UI applications, ML models & pipelines, Gen AI and Agentic AI solutions.Experience in Agentic AI frameworks like Autogen, Crew AI, Semantic Kernal, Langgraph etc.,Strong understanding of LLM fine-tuning, local deployment of open source modelsProficiency in building RESTful APIs using FastAPI, Flask, or Django.Knowledge in Model evaluation tools like DeepEval, FMeval, RAGAS , Bedrock model evaluation.Experience with perception (e.g. computer vision), time series data (e.g. text analysis)Data visualization tools such as Tableau, Query languages such as SQL, HiveGood applied statistics skills, such as distributions, statistical testing, regression, etc.
Envision Employment Solutions is currently looking for a Senior Gen AI/Agentic AI Full Stack Lead for one of our partners, a leader in the Consulting & Technology Services!
Objective:
We are seeking an experienced Senior Gen AI/Agentic AI Full Stack Lead to design, develop, and deploy advanced AI solutions using Generative AI, Agentic AI frameworks, Machine Learning, and Full Stack Python development. In this role, you will lead the end-to-end delivery of AI applications, from understanding business requirements and designing scalable solutions to deploying production-ready models. You will work closely with cross-functional teams and leverage cloud platforms such as AWS, Azure, and GCP to deliver innovative, high-quality AI solutions for enterprise clients.
Responsibilities:
- Collaborate with data engineers, data scientists, and business stakeholders to understand the data and the business problems.
- Proven hands-on Gen AI / Agentic AI and data science with machine learning
- Strong knowledge of Python
- Experience of deploying the Gen AI applications with one of the Agent Frameworks like Langgraph, Autogen, Crew AI.
- Experience in deploying the Gen AI stack/services provided by various platforms such as AWS, GCP, Azure
- Experience in Generative AI and working with multiple Large Language Models and implementing Advanced RAG based solutions.
- Experience in processing/ingesting unstructured data from PDFs, HTML, Image files, audio to text etc.
- Experience with data gathering, data quality, system architecture, coding best practices
- Hands-on experience with Vector Databases (such as FAISS, Pinecone, Weaviate, or Azure AI Search).
- Experience with Lean / Agile development methodologies
Requirements
- Bachelor's degree in computer science, Engineering, Mathematics, Statistics, or related field
- Proficient in Python and common machine learning libraries such as TensorFlow, PyTorch, Scikit-learn, etc.
- Hands-on experience with CI/CD pipelines and DevOps tools like Jenkins, GitHub Actions, or Terraform.
- Proficiency in NoSQL and SQL databases (PostgreSQL, MongoDB, CosmosDB, DynamoDB).
- Experience in Python AI/ML frameworks such as TensorFlow, PyTorch, or LangChain.
- Experience in creating Web UI applications, ML models & pipelines, Gen AI and Agentic AI solutions.
- Experience in Agentic AI frameworks like Autogen, Crew AI, Semantic Kernal, Langgraph etc.,
- Strong understanding of LLM fine-tuning, local deployment of open source models
- Proficiency in building RESTful APIs using FastAPI, Flask, or Django.
- Knowledge in Model evaluation tools like DeepEval, FMeval, RAGAS , Bedrock model evaluation.
- Experience with perception (e.g. computer vision), time series data (e.g. text analysis)
- Data visualization tools such as Tableau, Query languages such as SQL, Hive
- Good applied statistics skills, such as distributions, statistical testing, regression, etc.
Founded in 2013, Envision is a leading talent solutions provider in Egypt and the MENA region. We empower businesses of all sizes to achieve their goals by connecting them with top talent through a comprehensive suite of services, from recruitment and headhunting to payroll and onboarding, for all your staffing needs – temporary, permanent, or full-time.We don't just fill jobs, we build success. We've built a global network of highly skilled professionals, ready to add value to your organization's mission-critical projects.In today's dynamic business landscape, finding top IT and software talent is a critical, yet ever-growing challenge. Envision steps in to bridge that gap, connecting your organization with the skilled professionals you need to succeed.Our expertise lies in IT and Software recruitment, but we don't stop there. Our team of exceptional consultants leverages a vast network across diverse sectors, ensuring we identify the perfect match for every role, with a particular focus on filling your IT and software needs.We deliver across the board, with IT expertise at the core.
High-performing, versatile teams: Our consultants bring a wealth of experience from diverse industries, allowing us to tackle any project. With a 95% completion rate (the remaining 5% due to unforeseen circumstances), you can be confident in our ability to deliver results.
IT/Software focus: We leverage our deep understanding of the IT and software landscape to find the perfect talent for your specific needs, maximizing the value you get from each hire.
Collaborative, budget-conscious approach: We work closely with your team to understand your requirements and optimize your hiring budget, ensuring a cost-effective and successful recruitment process
Founded in 2013, Envision is a leading talent solutions provider in Egypt and the MENA region. We empower businesses of all sizes to achieve their goals by connecting them with top talent through a comprehensive suite of services, from recruitment and headhunting to payroll and onboarding, for all your staffing needs – temporary, permanent, or full-time.
We don't just fill jobs, we build success. We've built a global network of highly skilled professionals, ready to add value to your organization's mission-critical projects.
In today's dynamic business landscape, finding top IT and software talent is a critical, yet ever-growing challenge. Envision steps in to bridge that gap, connecting your organization with the skilled professionals you need to succeed.
Our expertise lies in IT and Software recruitment, but we don't stop there. Our team of exceptional consultants leverages a vast network across diverse sectors, ensuring we identify the perfect match for every role, with a particular focus on filling your IT and software needs.
We deliver across the board, with IT expertise at the core.
-
High-performing, versatile teams: Our consultants bring a wealth of experience from diverse industries, allowing us to tackle any project. With a 95% completion rate (the remaining 5% due to unforeseen circumstances), you can be confident in our ability to deliver results.
-
IT/Software focus: We leverage our deep understanding of the IT and software landscape to find the perfect talent for your specific needs, maximizing the value you get from each hire.
-
Collaborative, budget-conscious approach: We work closely with your team to understand your requirements and optimize your hiring budget, ensuring a cost-effective and successful recruitment process
