Data Scientist

4 weeks ago


Singapore TEKsystems (Allegis Group Singapore Pte Ltd) Full time
Job Summary
We're seeking a proactive Data Scientist to drive data-driven insights. Your role includes defining project goals, performing exploratory data analysis, selecting appropriate machine learning models, and communicating findings effectively. Collaboration with Data/ML engineers, infrastructure development, and staying updated with industry trends are key.
Responsibilities
  • Work closely with stakeholders to define project objectives, gather requirements, and pinpoint data sources.
  • Perform exploratory data analysis, delivering iterative analyses to refine the problem at hand and explore potential solutions.
  • Choose and develop the most suitable machine learning algorithms or statistical models to address specific business inquiries.
  • Interpret and convey analytical findings and insights to both technical and non-technical team members.
  • Collaborate with Data/ML engineers to seamlessly integrate models and algorithms into production systems.
  • Play a part in enhancing data science infrastructure, as well as creating tools and frameworks to facilitate efficient data analysis, experimentation, and model deployment.
  • Stay current with industry trends and identify best practices, incorporating them to foster excellence within the Data & Analytics team.
  • Ensure that the delivery of solutions aligns with Agile methodologies.

Requirements
  • Minimally 3 years of experience as a Data Scientist with a proven track record of delivering impactful data-driven solutions.
  • Proficiency in Python and SQL, with demonstrated expertise in data manipulation and analysis using libraries such as Pandas, Polars, NumPy, and SciPy.
  • Strong command of machine learning frameworks and libraries, including PyTorch and scikit-learn, along with proficiency in data visualization tools like matplotlib and seaborn.
  • In-depth knowledge of machine learning algorithms, encompassing regression, SVM, gradient boosting, LSTNs, Transformers, and other techniques, with a specific focus on working with time series datasets.
  • Familiarity with cloud platforms, particularly AWS and Azure.
  • Exceptional problem-solving abilities, underpinned by the capacity to think critically and analytically.
  • Effective communication skills, enabling the presentation of complex concepts and findings to both technical and non-technical stakeholders.
  • Self-motivated and a good team player.
  • Demonstrated domain expertise in commodities, spanning Sales, Trading, Risk, Supply Chain, Customer Interaction, and related areas, is highly preferred.
  • Strong background and experience in Natural Language Processing and Large Language Models are highly advantageous.
  • Proficiency in implementing optimization methods, including linear programming, is a valuable asset.
  • Familiarity with geospatial analysis is a beneficial addition to your skillset.

We regret to inform that only shortlisted candidates will be notified / contacted.

For more information you can email Malcolm in our Singapore office on malcolm.lee@teksystems.com quoting Job Reference Malcolm 542024 or alternatively, apply here to register your interest.
http://jobs.en-sg.teksystems.com/ZDlUmr/data-scientist-itcommunications-singapore-singapore-16619361
EA Registration No.: LEE YAO HONG MALCOLM , R22109832
Allegis Group Singapore Pte Ltd, Company Reg No. 200909448N, EA License No. 10C4544

Allegis Group Singapore Pte Ltd, Company Reg No. 200909448N, EA License No. 10C4544

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