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Capgemini

Data Scientist - Machine Learning / AI Architect

Capgemini
Singapore · Full-time · Mid-Senior

Choosing Capgemini means choosing a company where you will be empowered to shape your career in the way you’d like, where you’ll be supported and inspired by a collaborative community of colleagues around the world, and where you’ll be able to reimagine what’s possible. Join us and help the world’s leading organizations unlock the value of technology and build a more sustainable, more inclusive world.

YOUR ROLE

As an AI Architect, you will design and plan the frameworks that allow businesses to use AI technologies effectively and ensure that AI implementations support business goals, enhance operational efficiency, and drive technological innovation.

In this role, you will play a key role in:

  • Developing and deploying AI/ML models with a focus on deep dive analysis.
  • Implementing end-to-end data-driven solutions using Analytical modeling techniques, machine learning, deep learning, and MLOps frameworks.
  • Demonstrating expertise in supervised and unsupervised machine learning, deep learning algorithms, and MLOps.

YOUR PROFILE

  • Over 10 years of experience in AI/ML model development and deployment.
  • At least 3 years of experience as a Solution Architect.
  • Expertise 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.
  • Experience in Conceptualizing and implementing Gen AI Solutions is must.

Tools & Technologies

Python Keras/TensorFlow NLTK SQL PySpark HiveADO

What You’ll Love About Working Here

  • We promote Diversity & Inclusion as we believe diversity of thought fuels excellence and innovation.
  • In Capgemini, you are the architect of your career growth. We equip people in maximizing their full potential by providing wide array of career growth programs that empower them to get the future they want.
  • Capgemini fosters impactful experiences for its people that would aid in bringing out the best in them for them, for the company, and for their clients.

Disclaimer

Capgemini is an Equal Opportunity Employer encouraging diversity in the workplace. All qualified applicants will receive consideration for employment without regard to race, national origin gender identity/expression, age, religion, disability, sexual orientation, genetics, veteran status, marital status or any other characteristic protected by law.

This is a general description of the Duties, Responsibilities, Qualifications required for this position. Physical, mental, sensory, or environmental demands may be referenced in an attempt to communicate the manner in which this position traditionally is performed. Whenever necessary to provide individuals with disabilities an equal employment opportunity. Capgemini will consider reasonable accommodations that might involve varying job requirements and/or changing the way this job is performed, provided that such accommodations do not pose an undue hardship. Capgemini is committed to providing reasonable accommodations during our recruitment process. If you need assistance or accommodation, please reach out to your recruiting contact.

Click the following link for more information on your rights as an Applicant http://www.capgemini.com/resources/equal-employment-opportunity-is-the-law

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 fuelled 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.

Key Skills

Ranked by relevance

ai machine learning deep learning neural networks mlops computer vision cloud sql
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Posted
Jan 07, 2025
Type
Full-time
Level
Mid-Senior
Location
Singapore
Company
Capgemini

Industries

IT Services IT Consulting

Categories

Engineering Information Technology

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