Associate Data Scientist

i2c Inc; Lahore; On-site; PKR 670,000 - 1,339,000; Full time

Job summary

i2c Inc in Lahore, Pakistan invites a junior data analyst to join our team. You will clean, explore and analyze transaction and application data using Python and SQL, and build simple supervised models and baseline experiments.

You will create features, run feature importance checks, and write clear pipelines and reports for product and engineering teams. Collaboration with senior data scientists and engineers to deploy and monitor models is expected, with emphasis on reproducible notebooks and

Qualifications

• BS/MS in CS/IT/CE/EE/SE or equivalent.
• 0-1 year of experience in data analysis or a related role.
• Proficient in Python and SQL for data manipulation and reporting.
• Clear communicator with strong teamwork and attention to detail.

Responsibilities

• Clean, explore, and analyze transaction and application data using Python and SQL.
• Build and evaluate simple supervised models and baseline experiments.
• Create features and run feature importance/interpretability checks.
• Write clear SQL queries and Python scripts for data pipelines and ad-hoc analysis.
• Produce concise reports and visualizations to communicate findings to product and engineering teams.
• Collaborate with senior data scientists and engineers to deploy and monitor models.
• Learn and follow best practices: version control, reproducible notebooks, and unit testing for data code.

Skills

Python

SQL

Communication

Analytical thinking

Problem solving

Team player

Attention to detail

Self-organization

Education

BS/MS - CS/IT/CE/EE/SE

Tools

Jupyter notebooks

Git

Matplotlib/Plotly

Spark

Docker/Kubernetes

Job description

• Clean, explore, and analyze transaction and application data using Python and SQL.
• Build and evaluate simple supervised models and baseline experiments.
• Create features and run feature importance/interpretability checks.
• Write clear SQL queries and Python scripts for data pipelines and ad-hoc analysis.
• Produce concise reports and visualizations to communicate findings to product and engineering teams.
• Collaborate with senior data scientists and engineers to deploy and monitor models.
• Learn and follow best practices: version control, reproducible notebooks, and unit testing for data code.

We are looking for

• Education: BS/MS - CS/IT/CE/EE/SE
• Experience: 0-1 year of experience

Skills

• Proficient in Python (pandas, numpy, basic ML libraries).
• Strong SQL skills for data extraction and aggregation.
• Clear communicator, curious, and willing to learn.
• Strong verbal and written communication skills
• Good analytical and problem-solving skills
• Process oriented and ability to pay close attention to detail
• Team player and good interpersonal skills
• Self-organized with the ability to plan ahead

Nice-to-have

• Familiarity with scikit-learn, XGBoost, or basic ML workflows.
• Exposure to Spark, Docker, or Kubernetes.
• Experience with Jupyter notebooks, Git, and simple data visualization (matplotlib/plotly).