Upskills – Machine Learning Intern

Company
Upskills
upskills.com
Designation
Machine Learning Intern
Date Listed
12 Aug 2024
Job Type
Entry Level / Junior Executive
Intern/TS
Job Period
Immediate Start, For At Least 3 Months
Profession
IT / Information Technology
Industry
Consultancy
Location Name
Singapore
Allowance / Remuneration
$1,000 - 2,000 monthly
Company Profile

Upskills provides expert financial software consulting for investment banks and leading financial institutions in Asia Pacific, Middle East and Europe region. With a strong, Front to Back expertise of the cash and derivatives markets, coupled to an in-deep knowledge of financial markets technologies, we provide smart, business-wise and efficient solutions. 

Job Description

We are looking for a motivated and talented Machine Learning Intern to join our dynamic team and contribute to our cutting-edge projects. We are seeking individuals who are passionate about harnessing the power of Machine Learning (ML) and Artificial Intelligence (AI) to tackle financial challenges. Ideal candidates should possess an open mind and a creative approach to developing innovative solutions for complex financial problems and join our dynamic team and contribute to our cutting-edge projects.

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

  • Currently pursuing a master’s or bachelor’s degree in computer science, Data Science, Statistics, Mathematics, or a related field.
  • Proficient in Python 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, including Mistral AI, Whisper AI, and Claude AI etc.
  • 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.

Benefits

  • 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.
  • Hands-on experience with real-world machine learning projects in the fintech sector 
Application Instructions
Please submit your resume, a cover letter explaining your interest in the position, and any relevant project or research work to
Kindly note that only shortlisted candidates will be notified.

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