Machine Learning Engineer
Beam
- Karachi, Sindh
- Permanent
- Full-time
- Use your understanding of high-performance backend systems to develop key infra around our ML systems such as Monitoring & Alerts.
- Apply your system design prowess to construct sustainable, efficient architectures.
- Utilise and enhance prompt engineering techniques, leveraging your understanding of transformer architectures to augment our agent OS capabilities.
- Transition to advanced ML domains, exploring and implementing methods in knowledge graphs, graph learning, first-order logic, and symbolic learning.
- Dedicate the initial six months to intensive ML training, including extra learning hours on Saturdays.
- Bachelor’s degree in Computer Sciences, Software Engineering, Data Sciences, or a related field.
- 2 to 4 years of experience in a Backend Engineer or similar role with a proven track record in system design and implementation. Prior experience or exposure in ML will be preferred.
- Proficiency and strong command on Python, with demonstrated expertise in one or more additional programming languages such as Typescript and Javascript (NodeJS).
- In-depth familiarity and experience with SQL databases, specifically in PostgreSQL or MySQL, as well as experience with NoSQL databases such as MongoDB and DynamoDB.
- Commitment to transitioning into advanced ML domains, with experience in exploring and implementing methods related to knowledge graphs, graph learning, first-order logic, and symbolic learning.
- Willingness to dedicate the initial six months to intensive Machine Learning training.
- Prior experience with Large Language Model (LLM) finetuning.
- Familiarity with Prompt Engineering techniques.