Search by job, company or skills

Data Scientist, Digital Transformation Project

Data Scientist, Digital Transformation Project

zenith infotech (s) pte ltd.
1-4 Years
SGD 5,000 - 6,000 per month
  • Posted 5 days ago
  • Be among the first 10 applicants

Job Description

About the Project:

Digital transformation initiative leveraging cloud, data analytics, and AI to build next-gen data products.

Role:

. Work in an agile product team under Product Manager to design, develop, and deploy data science products - dashboards, reports, and machine learning models.

. Engage stakeholders to gather requirements and translate business questions into analytical hypotheses and data science problem statements.

. Perform data audits, exploratory data analysis (EDA), and feasibility assessments for AI/ML use cases.

. Design and develop data pipelines, feature engineering workflows, and database models to support analytics and ML.

. Build, train, validate, and deploy ML / statistical models on large-scale structured and unstructured datasets.

. Develop interactive dashboards and visual storytelling using Qlik Sense / Power BI / Tableau.

. Optimize model performance, data pipeline performance, and troubleshoot issues.

. Perform code reviews, vulnerability checks, model validation, and UAT with end users.

. Support tech refresh - model retraining, platform migration, regression testing, and code retrofitting.

. Conduct user training, product demonstrations, and knowledge transfer.

Requirements:

. Minimum 1 end-to-end project delivered in Scrum / Agile environment.

. Proven track record translating business problems into analytical solutions with measurable business impact.

. Strong hands-on experience in machine learning, statistical modelling, and data mining on large datasets.

. Strong knowledge of data warehousing, data modelling, and ETL concepts.

. Hands-on experience with:

- SQL for data querying and analysis

- Python or R for AI/ML development (e.g. pandas, scikit-learn, TensorFlow, PyTorch)

- Data visualization: Qlik Sense, Power BI, or Tableau

- ETL / Data Prep tool: Informatica, Talend, or equivalent.

. Experience with model evaluation, performance tuning, and troubleshooting.

. Familiarity with cloud platforms, code quality practices, and UAT

. Must be able to obtain security clearance due to project sensitivity.

. Good communication, able to explain complex models to non-technical stakeholders.

To apply:

Please send your latest CV in MS Word format to [Confidential Information]

Appreciate the interest of all applicants however only shortlisted candidates will be notified.

EA Licence No: 20S0237

More Info

Job Type:
Industry:
Employment Type:

Key Skills

Similar Jobs

Singapore
Skills:
unreal engine , Rust, Apis, C++, Rabbitmq, Unity, Python, REST-based microservices, reinforcement learning, agent-based modeling, GRPC, OpenAI Gym
2-5 yrs
SGD 5,000 - 7,000 per month
Singapore
Skills:
Data Visualisation, Machine Learning, Power Bi, Predictive Modelling, Tableau, Python, Sql, Statistical Analysis, Customer Segmentation, Generative AI Tools
Singapore
Skills:
Python Programming, explainability methods, LLMs, fairness assessments, vendor-developed AI systems, prompt engineering, NeMo Guardrails, cloud-based ML or LLM deployments, LLM Guard, algorithmic fairness concepts, cloud deployments for ML models, RAI evaluation tools
3-6 yrs
SGD 8,000 - 10,000 per month
Singapore, Cecil Street
Skills:
Large Language Models (LLMs), Hadoop, Tensorflow, Pytorch, Spark, Azure, Python, Machine Learning Algorithms, AWS, Signal Processing, Generative AI, cloud environments, R, feature extraction techniques, time-series analysis, data preprocessing techniques
2-4 yrs
Singapore
Skills:
Machine Learning, Nlp, Pytorch, Spark, Python, Sql, Deep Learning, Etl, Llm