Master Data Scientist and MLOps Architect

2 days ago

Singapore CAPGEMINI SINGAPORE PTE. LTD. Full time

Overview

Capgemini is a global business and technology transformation partner that helps organizations accelerate their transition to a digital and sustainable world.

About the Role

We are seeking an experienced Master Data Scientist and MLOps Architect to join our team in Singapore. The ideal candidate will have over 10 years of experience in AI/ML model development and deployment, with expertise in designing scalable AI/ML solutions.

Key Responsibilities

The successful candidate will be responsible for architecting and deploying data-driven solutions using advanced machine learning, deep learning, and MLOps frameworks. They will also conceptualize and implement Generative AI solutions tailored to business needs.

  • Solution Design and Implementation:
  • Achieve scalability and reliability in model deployment pipelines using modern best practices.
  • Develop models for text analytics, language processing, document similarity, and classification using techniques like latent semantic analysis and neural networks.

  • Model Lifecycle Management:
  • Implement robust MLOps processes for model validation, explainability, monitoring, and management using frameworks like AI Glass Box.
  • Evaluate the performance of deployed models and make recommendations for improvement.

  • Collaboration and Leadership:
  • Partner with cross-functional teams to translate business requirements into technical solutions.
  • Mentor junior data scientists and engineers to foster a culture of continuous learning and innovation.

Requirements

To be successful in this role, you will need:

  • Over 10 years of experience in AI/ML model development and deployment.
  • 3+ years of experience as a Solution Architect, designing scalable AI/ML solutions.
  • Proficiency in supervised and unsupervised machine learning and deep learning algorithms.
  • Expertise in MLOps, including model validation, explainability, and monitoring.

Preferred Skills

We also welcome candidates with experience in:

  • Natural Language Processing (NLP) and text analytics.
  • Statistical modeling and predictive analytics.
  • Recommender systems and advanced image analytics.

Benefits

At Capgemini, we offer a competitive salary range of SGD 130,000 - 160,000 per annum, depending on experience, plus additional benefits such as health insurance, retirement plan, and opportunities for career growth and professional development.

About Us

CAPGEMINI SINGAPORE PTE. LTD. is an equal opportunity employer committed to diversity and inclusion. We encourage applications from qualified candidates regardless of race, gender, age, or disability.

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