Machine Learning Engineer

4 hours ago


Singapore UPSKILLS PTE. LTD. Full time

Roles & Responsibilities

We are a fintech company dedicated to transforming the financial sector with data-driven strategies. Our mission is to harness the power of machine learning and artificial intelligence to create innovative solutions for complex financial challenges.

Key Responsibilities:

  • Develop and implement machine learning models to address financial and insurance challenges.
  • Apply large language models for document analysis and information extraction.
  • Utilize machine learning techniques for predictive analytics and data-driven decision-making.
  • Collaborate with team members to integrate machine learning components into an AI pipeline.
  • Clean and preprocess large datasets using statistical and machine learning techniques.
  • Design 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 and code reviews.
  • Document and present work, findings, and results to stakeholders.

Requirements:

  • Currently pursuing a 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.
  • Expertise in exploratory data analysis of large datasets.
  • Experience in deploying large language models and familiarity with 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 and 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.

How to Get Started:

  • Submit your resume, a cover letter explaining your interest in the position, and any relevant project or research work.
  • We celebrate diversity and are committed to creating an inclusive environment for all employees.
  • Tell us about your relevant skills:
    • TensorFlow
    • Machine Learning
    • Pandas
    • Ability To Work Independently
    • Pipelines
    • Mathematics
    • Artificial Intelligence
    • Predictive Analytics
    • Information Extraction
    • Mentorship
    • PyTorch
    • Capital Markets
    • Data Science
    • Python Programming
    • Data Visualization


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