Senior Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Data Scientist (AI): Developing end-to-end analytic solutions and production-ready machine learning models with an accent on deep learning, neural networks, and large language model fine-tuning. Focus on building scalable predictive and prescriptive analytics systems that transform complex point-of-sale data into actionable business insights.
Location: Hybrid role based in Kuala Lumpur, Malaysia.
Company
is a global consumer intelligence company that provides a complete understanding of consumer buying behavior through advanced analytics and AI-driven platforms.
What you will do
- Build and deploy scalable, production-ready data science solutions using point-of-sale data.
- Develop and fine-tune state-of-the-art neural networks for complex classification problems.
- Collaborate with product managers, engineers, and stakeholders to translate business needs into technical solutions.
- Deploy models into live production pipelines in coordination with MLEs and SREs.
- Mentor junior team members and foster knowledge exchange within the data science community.
- Ensure high standards for code documentation, reproducibility, and quality.
Requirements
- 5+ years of experience in a professional Data Science role.
- Expert knowledge of deep learning algorithms and PyTorch framework on GPU infrastructures.
- Proven experience in fine-tuning third-party Large Language Models (e.g., HuggingFace).
- Strong proficiency in Python and development tools like Jupyter and PyCharm.
- Demonstrated ability to ship large-scale models to production environments.
- Professional working proficiency in English.
Nice to have
- Experience with cloud computing platforms, specifically GCP.
- Familiarity with software engineering best practices including version control, testing, and Agile/Scrum.
- Experience productionizing models via REST APIs, containerization, and performance optimization.
Culture & Benefits
- Flexible working environment with hybrid work options.
- Access to ongoing professional training and development programs.
- Opportunities for personal and professional growth within a global team.
- Employee Assistance Program (EAP) and LinkedIn Learning access.
- Inclusive workplace culture committed to diversity and equity.
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