Join us at Orange Business! We are a network and digital integrator that understands the entire value chain of the digital world freeing our customers to focus on the strategic initiatives that shape their business. Every day you will collaborate with a team dedicated to providing consistent sustainable global solutions no matter where our customers operate. With over 30000 employees across Asia the Americas Africa and Europe we offer a dynamic environment to develop and perfect your skills in a field filled with exciting challenges and opportunities.
About the role
Manage and deliver all assigned projects as per agreed time frame allocated budget resource and quality criteria.
Managing project risks including the development of contingency plans
Responsible for Identification & all the communication with the stakeholders. Work with product Technical and Customer Support on identifying problems in different areas where machine learning/statistics can help.
Present your findings to both technical and non-technical audiences.
Participate in the entire LLM development lifecycle from problem definition and data preparation to model training evaluation and deployment.
Design and implement novel LLM architectures and training techniques leveraging deep learning frameworks like TensorFlow and PyTorch.
Develop and maintain efficient pipelines for data preprocessing training and inference.
Collaborate with data scientists to curate clean and prepare high-quality training data for LLMs.
Evaluate LLM performance using appropriate metrics and identify opportunities for improvement.
Apply advanced machine learning algorithms statistical methods and predictive modeling techniques on large and varied data sets that include application logfiles other online application telemetry structured and unstructured data sources
Deploy LLMs to production environments and monitor their performance for accuracy fairness and efficiency
Design and develop front-end interfaces for AI-powered applications using modern web technologies such as HTML CSS JavaScript and frameworks like React or Angular.
Stay up-to-date on the latest advancements in LLM research and identify opportunities to incorporate them into your work
Build scalable back-end systems and APIs to support AI model integration and data processing using languages such as Python Java or .
Collaborate with researchers to explore new applications for LLMs in various domains.
Manage the infrastructure needed for data scientists to run their experiments and deploy models. This includes setting up compute clusters with GPUs or TPUs for computationally intensive tasks configuring cloud storage for datasets and managing containerized environments for model deployment
Document your work clearly and concisely including research papers technical reports and code documentation.
About you
Have extensive experience of the design and delivery of AI or Big Data solutions
Hands-on applied research experience developing and implementing machine learning models on large scale data sets
Expertise in machine learning and statistical analysis approaches such as classification clustering regression statistical inference collaborative filtering natural
Hands-on experience in conducting analyses on unstructured structured / semi-structured data
Ability to drive initiatives from within the team and realize them for organization and/or teams benefit.
Excellent interpersonal and communication skills.
You bring rigor passion for challenges and determination. You seek the opportunity to expand your expertise achieve your goals and thrive.
What we offer
Global Opportunities: Work in multi-national teams with opportunity to collaborate with colleagues and customers from all over the world. Flexible Work Environment: Flexible working hours and possibility to combine work from office and home (hybrid ways of working). Professional Development: training programs and upskilling/re-skilling opportunities. Career Growth: Internal growth and mobility opportunities within Orange. Caring and Daring Culture: Health and well-being programs and benefits diversity & inclusion initiatives CSR and employee connect events. Reward Programs: Employee Referral Program Change Maker Awards.
Only your skills matter
Regardless of your age gender identity race ethnic origin religion/belief sexual orientation marital status neurotype disability veteran status or appearance we encourage diversity within our teams because it is a strength for the collective and a vector of innovation. Orange Group is a disabled-friendly company and equal opportunity employer: dont hesitate to tell us about your specific needs.
Required Experience:
IC
Orange Business is here!About usJoin us at Orange Business!We are a network and digital integrator that understands the entire value chain of the digital world freeing our customers to focus on the strategic initiatives that shape their business.Every day you will collaborate with a team dedicated t...
Orange Business is here!
About us
Join us at Orange Business! We are a network and digital integrator that understands the entire value chain of the digital world freeing our customers to focus on the strategic initiatives that shape their business. Every day you will collaborate with a team dedicated to providing consistent sustainable global solutions no matter where our customers operate. With over 30000 employees across Asia the Americas Africa and Europe we offer a dynamic environment to develop and perfect your skills in a field filled with exciting challenges and opportunities.
About the role
Manage and deliver all assigned projects as per agreed time frame allocated budget resource and quality criteria.
Managing project risks including the development of contingency plans
Responsible for Identification & all the communication with the stakeholders. Work with product Technical and Customer Support on identifying problems in different areas where machine learning/statistics can help.
Present your findings to both technical and non-technical audiences.
Participate in the entire LLM development lifecycle from problem definition and data preparation to model training evaluation and deployment.
Design and implement novel LLM architectures and training techniques leveraging deep learning frameworks like TensorFlow and PyTorch.
Develop and maintain efficient pipelines for data preprocessing training and inference.
Collaborate with data scientists to curate clean and prepare high-quality training data for LLMs.
Evaluate LLM performance using appropriate metrics and identify opportunities for improvement.
Apply advanced machine learning algorithms statistical methods and predictive modeling techniques on large and varied data sets that include application logfiles other online application telemetry structured and unstructured data sources
Deploy LLMs to production environments and monitor their performance for accuracy fairness and efficiency
Design and develop front-end interfaces for AI-powered applications using modern web technologies such as HTML CSS JavaScript and frameworks like React or Angular.
Stay up-to-date on the latest advancements in LLM research and identify opportunities to incorporate them into your work
Build scalable back-end systems and APIs to support AI model integration and data processing using languages such as Python Java or .
Collaborate with researchers to explore new applications for LLMs in various domains.
Manage the infrastructure needed for data scientists to run their experiments and deploy models. This includes setting up compute clusters with GPUs or TPUs for computationally intensive tasks configuring cloud storage for datasets and managing containerized environments for model deployment
Document your work clearly and concisely including research papers technical reports and code documentation.
About you
Have extensive experience of the design and delivery of AI or Big Data solutions
Hands-on applied research experience developing and implementing machine learning models on large scale data sets
Expertise in machine learning and statistical analysis approaches such as classification clustering regression statistical inference collaborative filtering natural
Hands-on experience in conducting analyses on unstructured structured / semi-structured data
Ability to drive initiatives from within the team and realize them for organization and/or teams benefit.
Excellent interpersonal and communication skills.
You bring rigor passion for challenges and determination. You seek the opportunity to expand your expertise achieve your goals and thrive.
What we offer
Global Opportunities: Work in multi-national teams with opportunity to collaborate with colleagues and customers from all over the world. Flexible Work Environment: Flexible working hours and possibility to combine work from office and home (hybrid ways of working). Professional Development: training programs and upskilling/re-skilling opportunities. Career Growth: Internal growth and mobility opportunities within Orange. Caring and Daring Culture: Health and well-being programs and benefits diversity & inclusion initiatives CSR and employee connect events. Reward Programs: Employee Referral Program Change Maker Awards.
Only your skills matter
Regardless of your age gender identity race ethnic origin religion/belief sexual orientation marital status neurotype disability veteran status or appearance we encourage diversity within our teams because it is a strength for the collective and a vector of innovation. Orange Group is a disabled-friendly company and equal opportunity employer: dont hesitate to tell us about your specific needs.
At Orange we have one priority: provide an incomparable experience!
With its strategic project, Essentials2020, Orange has set itself the task of ensuring it is ever-present to connect every individual to what is essential to them, and to provide a unique daily customer experience by
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