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Machine Learning Engineer

2 months ago

Singapore UPSKILLS PTE. LTD. Full time
Machine Learning Engineer

We are seeking a highly skilled Machine Learning Engineer to join our team at UPSKILLS PTE. LTD. and contribute to our cutting-edge projects in the fintech sector.

Key Responsibilities:
  • Develop and implement machine learning models to address complex financial and insurance challenges.
  • Apply large language models (LLMs) for document analysis and information extraction.
  • Utilize machine learning techniques for predictive analytics and data-driven decision-making.
  • Collaborate with team members to integrate components into a cohesive AI pipeline.
  • Clean, preprocess, and analyze large datasets using statistical and machine learning techniques.
  • Design and build scalable machine learning pipelines with data scientists and engineers.
  • Conduct exploratory data analysis to generate actionable insights.
  • Stay up-to-date with advancements in machine learning and AI to propose innovative solutions.
  • Participate in team meetings, brainstorming sessions, and code reviews.
  • Document and present your work, findings, and results to both technical and non-technical stakeholders.
Requirements:
  • Minimum 1-2 years of experience with a master's or bachelor's degree in Computer Science, Data Science, Statistics, Mathematics, or a related field.
  • Proficient in Python programming with hands-on experience in data manipulation and machine learning libraries, including Pandas, NumPy, Scikit-Learn, TensorFlow, and PyTorch.
  • Expertise in exploratory data analysis of large data sets.
  • Experience in deploying large language models (LLMs) and familiarity with various AI platforms and tools.
  • Familiarity with data preprocessing techniques and tools.
  • Knowledge of statistical analysis and data visualization techniques.
  • Strong problem-solving skills and ability to work independently as well as in a team.
  • Excellent communication skills, both written and verbal.
  • Prior experience with financial data or in the fintech industry is a plus.
What We Offer:
  • Hands-on experience with real-world machine learning projects in the fintech sector.
  • Mentorship and guidance from experienced data scientists and engineers.
  • Opportunity to work in a fast-paced, innovative, and collaborative environment.
  • Networking opportunities with industry professionals.
  • Potential for future career opportunities within the company.

We are an equal opportunity employer and celebrate diversity. If you are passionate about machine learning and eager to make an impact in the fintech industry, we would love to hear from you. Please submit your resume, a cover letter explaining your interest in the position, and any relevant project or research work to us.