Data Scientist

2 weeks ago

Singapore Edhec Business School Full time

**Job Title**:Data Scientist

**Location**: Based in Singapore

**Organisation**: EDHECinfra and Private Assets(“EIPA”)

**Responsibilities**:

- The successful applicant will be responsible for the development of model pipeline tools to convert unstructured financial and textual data into structured data formats.
- Support the development and refinement of tools for company identification, transaction and source matching, as well as company data and ownership mapping using knowledge graphs.
- Assist in improving algorithmic models for private equity transaction matching and support the retrieval of financial accounts by integrating with available APIs or automating the acquisition of company reports.
- Maintain and enhance existing machine learning tools, collaborating closely with analysts to ensure smooth integration into the operational workflow.
- Liaise with the production team to implement and maintain the developed models.
- Work closely with the Head of Data to develop other data products as necessary.

**Skills and Qualifications**:

- 3-4 years of professional experience in data science, AI systems, or related fields
- Strong proficiency in Python; familiarity with R and other programming or statistical languages is a plus
- Experience with prompting LLMs and building agentic AI systems (e.g. Langchain, Langgraph)
- Knowledge of NLP techniques such as entity extraction and similarity search; experience with knowledge graphs is a big plus.
- Experience integrating human feedback into AI workflows (e.g. using LabelStudio)
- Hands-on experience with NoSQL databases, particularly MongoDB
- Experience ingesting unstructured data from websites using scraping tools (e.g. BeautifulSoup, Selenium)
- Working knowledge of AWS Cloud services (EC2, S3)
- Comfortable working in Unix environments and managing Python packages.
- Degree in Computer Science, Data Science, Engineering, or a related field; Master’s degree is a plus

This is a full-time, on-going position.

Remuneration is competitive and includes a bonus for meeting performance objectives.

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