Artificial Intelligence Architect

Job description

Direct message the job poster from Capgemini

(A)ccessible , (V)ersatile , (I)nsightful , (S)trategic , (H)uman-centered

About Capgemini

Capgemini is a global business and technology transformation partner, helping organizations to accelerate their dual transition to a digital and sustainable world, while creating tangible impact for enterprises and society.

It is a responsible and diverse group of 340,000 team members in more than 50 countries.

With its strong over 55-year heritage, Capgemini is trusted by its clients to unlock the value of technology to address the entire breadth of their business needs.

It delivers end-to-end services and solutions leveraging strengths from strategy and design to engineering, all fueled by its market leading capabilities in AI, cloud and data, combined with its deep industry expertise and partner ecosystem.

The Group reported 2023 global revenues of €22.5 billion.

Position Overview: We are seeking an experienced AI Architect with a strong background in Machine Learning to join our team.

The ideal candidate will have over 10 years of experience in AI/ML model development and deployment, along with deep dive analysis skills.

This role also requires at least 3 years of experience as a Solution Architect.

Key Responsibilities: -

• Develop and deploy AI/ML models with a focus on deep dive analysis.
  
  
• Implement end-to-end data-driven solutions using statistical techniques, machine learning, deep learning, and MLOps frameworks.
  
  
• Demonstrate expertise in supervised and unsupervised machine learning, deep learning algorithms, and MLOps.
  
  
• Conduct model validation, explainability, monitoring, and management (AI Glass Box).
  
  
• Utilize latent semantic analysis, document similarity models, document classification, text analytics, and language models.
  
  
• Develop recommender systems using content-based and collaborative filtering techniques.
  
  
• Apply computer vision and image analytics, including neural networks, convolutional neural networks, and recurrent neural networks.
  
  
• Perform statistical modeling and predictive analytics.
  
  
• Conceptualize and implement Generative AI solutions.
  
  

Required Skills and Experience: -

• Over 10 years of experience in AI/ML model development and deployment.
  
  
• At least 3 years of experience as a Solution Architect.
  
  
• Proficiency in implementing data-driven solutions using statistical techniques, machine learning, deep learning, and MLOps frameworks.
  
  
• Strong competencies in supervised and unsupervised machine learning, deep learning algorithms, and MLOps.
  
  
• Experience with model validation, explainability, monitoring, and management (AI Glass Box).
  
  
• Knowledge of latent semantic analysis, document similarity models, document classification, text analytics, and language models.
  
  
• Expertise in recommender systems, computer vision, and image analytics.
  
  
• Familiarity with neural networks, convolutional neural networks, and recurrent neural networks.
  
  
• Experience in statistical modeling and predictive analytics.
  
  
• Proven ability to conceptualize and implement Generative AI solutions.
  
  

Tools & Technologies: -

• Python
• NLTK
• SQL
• PySpark
• Hive
• ADO skills are a plus

Why Capgemini is unique

At Capgemini we don’t just believe in Diversity & Inclusion, we actively go out to making it a working reality.

Driven by our core values and Active Inclusion Campaign, we build environments where you can bring you whole self to work.

We aim to build an environment where employees can enjoy a positive work-life balance.

Through our New Normal campaign, we are looking to embed hybrid working in all that we do and make flexible working arrangements the day-to-day reality for our people.

Get the future you want

Growing clients’ businesses while building a more sustainable, more inclusive future is a tough ask.

But when you join Capgemini, you join a thriving company and become part of a diverse collective of free-thinkers, entrepreneurs, and industry experts.

A powerful source of energy that drives us all to find new ways technology can help us reimagine what’s possible.

It’s why, together, we seek out opportunities that will transform the world’s leading businesses.

And it’s how you’ll gain the experiences and connections you need to shape your future.

By learning from each other every day, sharing knowledge, and always pushing yourself to do better, you’ll build the skills you want.

And you’ll use them to help our clients leverage technology to grow their business and give innovation that human touch the world needs.

So, it might not always be easy, but making the world a better place rarely is.

Capgemini.

Get The Future You Want

We look forward to welcoming a highly skilled and motivated Architect to our team.

If you have a passion for machine learning and a track record of delivering innovative solutions, we encourage you to apply.

Seniority level

• Seniority level

  Director

Employment type

• Employment type

  Full-time

Job function

• Job function

  Consulting, Information Technology, and Engineering

• Industries

  Information Services, Software Development, and IT Services and IT Consulting

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Required Skill Profession

Software Architecture & Engineering