LI
Data and Machine Learning Intern
Loka, Inc
Contract type
One-time
Work mode
100% remote
Experience
Junior / entry level · Not stated
Level inferred from job title
Job description
Key details
- Assist in designing, developing and maintaining data pipelines to ensure clean, reliable and timely data
- Collaborate with the team to implement and optimize ETL processes
- Integrate data from various sources into warehouses, data lakes and lakehouses
- Support data management tasks, including data cleaning, validation and transformation
- Understand business objectives and develop models that help achieve them, plus metrics to track their progress
- Implement ML systems using classical ML, DL and Foundation Models following best practices
- Participate in client communications by helping gather requirements and communicate deliverables
- Explore and visualize data with a careful eye for issues that require data cleaning as well as differences in data distribution that may affect performance after deployment
- Identify and analyze model errors
- Company mission
- Information not specified
Primary stack
Core technologies
Python (Programming Language)AWS
Benefits
- Every other Friday off
- Health Bonus
- Remote and flexible
- Paid sick days and local holidays
Requirements & details
- Last year of a bachelor's degree in Computer Science or related
- Proficient in English
- Basic knowledge of Python, ML, and Data libraries
- Basic knowledge of Databases
- Understanding of statistical, ML and deep learning algorithms
- Experience visualizing and manipulating big datasets
- Problem solving
- Bonus: AWS knowledge, (Py)Spark, Airflow, Data Lakes and Data Warehouses
- Curiosity: You're ambitious to learn and grow in different industries utilizing a modern tech stack
- Autonomy and positivity: We're a fully remote, globally distributed team
- Teamwork: Enjoy a collaborative approach
- Adaptability: Operate with a startup mindset and move at a startup pace
- Dependable: You can be trusted to deliver high-quality work
- Python, AWS, Spark, Airflow
- Python (Programming Language)
- AWS
