The GCP Data Scientist role typically requires experience with Python, SQL, statistics, machine learning, data visualization, and Google Cloud Platform services such as BigQuery, Vertex AI, and Dataflow. Candidates are expected to build and deploy predictive models, prepare and analyze large datasets, communicate insights to clients, and support cloud-based data and AI projects. Experience with MLOps, scalable data pipelines, consulting, and industry-specific problem solving is advantageous. Strong communication, teamwork, analytical thinking, and the ability to work in a client-focused environment are important. Relevant qualifications in data science, computer science, mathematics, engineering, or a related discipline are normally expected.
Capgemini is a global business and technology services company that helps organizations transform through consulting, digital services, engineering, cloud, data, artificial intelligence, and software solutions. Headquartered in France, the company operates across many countries and serves clients in industries including financial services, manufacturing, telecommunications, retail, healthcare, and the public sector. Capgemini combines strategy and consulting with technology implementation and managed services. Its teams work with major cloud platforms, enterprise applications, cybersecurity, analytics, and digital engineering. In Malaysia, the company provides opportunities across technology delivery, application services, infrastructure, business consulting, and data-driven transformation. Employees commonly work in multinational project teams and may support regional or global clients. The company generally values continuous learning, professional certifications, collaboration, inclusion, and practical innovation.
Malaysia offers technology opportunities mainly in Kuala Lumpur, Cyberjaya, Penang, and Johor, while island destinations such as Penang, Langkawi, and parts of Sabah and Sarawak provide a slower lifestyle and growing digital or services sectors. Penang combines a strong technology industry with heritage districts, beaches, and diverse food. Langkawi is more relaxed and tourism-focused, with lower employment density. Malaysian culture is multicultural, with Malay, Chinese, Indian, and indigenous influences, and English is widely used in professional settings. Living costs are moderate compared with Singapore or many Western cities, although central Kuala Lumpur and popular islands can be expensive. Foreign professionals generally need an employer-sponsored Employment Pass before starting work; requirements depend on salary, qualifications, and role. Relocating employees should confirm sponsorship, healthcare, taxation, accommodation, and dependent-pass arrangements with the employer.
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