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Urgent! Data Scientist/ Analyst (ML | Tensorflow | PyTorch | Public Sector) Job Opening In Singapore, Singapore – Now Hiring BGC GROUP PTE. LTD.
Job Title: Data Scientist (Public Sector)
Duration: 12 months
Location: Punggol
Salary:
Work Timing: 8.30am – 6.00pm (Monday to Thursday), 8.30am - 5.30pm (Friday)
Eligibility: Only Singaporeans
Main Responsibilities:
Design and conduct experiments to evaluate emerging SDG models (e.g., DDPM, ARF, Gaussian Copula).
Investigate failure cases (e.g., when models fail with certain data types, size, or cardinality).
Tune hyperparameters, refine architectures, and propose new modeling strategies.
Feature & Product Development:
Collaborate with software engineers to build product features that require ML/DS input (e.g., imputation methods, handling of constraints, preprocessing pipelines).
Recommend and develop suitable approaches for features like single-/multi-column constraints, imputation strategies, and privacy metrics.
Diagnostics & Debugging:
Work directly with users and the engineering team to diagnose user issues with training failures, poor outputs, or integration challenges.
Provide actionable fixes and communicate technical insights in a user-friendly way.
Documentation & Knowledge Sharing:
Write user-facing documentation pages.
This could include explaining model choice, hyperparameters, and utility/privacy metrics in a user-friendly manner.
Translate complex technical Data Science concepts into clear, approachable explanations.
Collaboration:
Work closely with the SWE team (Next.js, FastAPI, AWS) to integrate the generation engine into production-ready systems.
Participate in Agile rituals, code reviews, and design discussions.
Requirements:
Bachelor’s degree or higher in Computer Science, Data Science, Business Analytics or a related field, with at least 2-3 years of relevant professional experience.
Strong foundation in machine learning, with hands-on experience in model development and experimentation.
Strong programming proficiency in Python and experience with ML frameworks (e.g., PyTorch, TensorFlow, scikit-learn).
Ability to analyze model behavior, diagnose training issues, and design experiments to improve performance.
Familiarity with reading, synthesizing, and ability to translate emerging research into practical prototypes.
Software Engineering:
Working knowledge of backend development (REST APIs, FastAPI, Flask, or similar).
Comfortable working with cloud environments (AWS preferred).
Ability to debug and fix software-level issues when they affect ML workflows.
Familiarity with Git, CI/CD, and collaborative coding best practices.
Nice-to-Haves:
Experience with privacy-enhancing technologies, anonymisation, synthetic data generation or differential privacy.
Familiarity with frontend integration workflows (Next.js/React).
Prior experience working in multi-disciplinary product teams.
Mindset & Collaboration:
Curiosity and willingness to learn new domains (esp.
data privacy).
Strong communication skills to explain technical concepts to both engineers and non-technical stakeholders.
Inclination to work in a collaborative, fast-moving Agile environment.
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Unlock Your Data Scientist Potential: Insight & Career Growth Guide
Real-time Data Scientist Jobs Trends in Singapore, Singapore (Graphical Representation)
Explore profound insights with Expertini's real-time, in-depth analysis, showcased through the graph below. This graph displays the job market trends for Data Scientist in Singapore, Singapore using a bar chart to represent the number of jobs available and a trend line to illustrate the trend over time. Specifically, the graph shows 5899 jobs in Singapore and 5407 jobs in Singapore. This comprehensive analysis highlights market share and opportunities for professionals in Data Scientist roles. These dynamic trends provide a better understanding of the job market landscape in these regions.
Great news! BGC GROUP PTE. LTD. is currently hiring and seeking a Data Scientist/ Analyst (ML | Tensorflow | PyTorch | Public Sector) to join their team. Feel free to download the job details.
Wait no longer! Are you also interested in exploring similar jobs? Search now: Data Scientist/ Analyst (ML | Tensorflow | PyTorch | Public Sector) Jobs Singapore.
An organization's rules and standards set how people should be treated in the office and how different situations should be handled. The work culture at BGC GROUP PTE. LTD. adheres to the cultural norms as outlined by Expertini.
The fundamental ethical values are:The average salary range for a Data Scientist/ Analyst (ML | Tensorflow | PyTorch | Public Sector) Jobs Singapore varies, but the pay scale is rated "Standard" in Singapore. Salary levels may vary depending on your industry, experience, and skills. It's essential to research and negotiate effectively. We advise reading the full job specification before proceeding with the application to understand the salary package.
Key qualifications for Data Scientist/ Analyst (ML | Tensorflow | PyTorch | Public Sector) typically include Other General and a list of qualifications and expertise as mentioned in the job specification. Be sure to check the specific job listing for detailed requirements and qualifications.
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