Senior ML Engineer

Beam is a tech start-up leveraging Generative AI and NLP to build AI Agents for business operations.
Karachi, Karachi City, Sindh, Pakistan
Machine Learning
Senior Software Engineer
Hybrid
6+ years of experience

Description For Senior ML Engineer

Beam is a tech start-up leveraging Generative AI and NLP to build AI Agents for business operations. Beam's generative agents help organisations to boost their productivity by automating repetitive tasks in seconds. Powered by LLMs, AI agents are easy to setup, seamlessly integrate with business applications and support teams where they need them most.

We are looking for a Senior ML Engineer with a strong background in backend engineering. This role will involve prompt engineering activities utilizing advanced transformer models. The ideal candidate is passionate about building great products, has strong leadership skills, and is comfortable working in a fast-paced, startup environment.

Key responsibilities include:

  • Developing key infrastructure around ML systems such as Monitoring & Alerts
  • Constructing sustainable, efficient architectures
  • Enhancing prompt engineering techniques to augment agent OS capabilities
  • Exploring and implementing advanced ML methods in knowledge graphs, graph learning, first-order logic, and symbolic learning
  • Dedicating the initial six months to intensive ML training, including extra learning hours on Saturdays

Requirements:

  • Bachelor's degree in Computer Sciences, Software Engineering, Data Sciences, or related field
  • Minimum 6 years of experience in Software Engineering, primarily Backend or Machine Learning
  • Proficiency in Python and expertise in additional languages like Typescript and Javascript (NodeJS)
  • Familiarity with RAG, LangChain, and Vector databases
  • Experience with SQL (PostgreSQL or MySQL) and NoSQL databases (MongoDB, DynamoDB)
  • Commitment to transitioning into advanced ML domains

Preferred qualifications:

  • Experience with Large Language Model (LLM) finetuning
  • Familiarity with Prompt Engineering techniques

Join Beam in shaping the future of AI-powered solutions and transforming business practices through artificial intelligence!

Last updated 6 months ago

Responsibilities For Senior ML Engineer

  • Develop key infrastructure around ML systems such as Monitoring & Alerts
  • Construct sustainable, efficient architectures
  • Enhance prompt engineering techniques to augment agent OS capabilities
  • Explore and implement advanced ML 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

Requirements For Senior ML Engineer

Python
JavaScript
TypeScript
Node.js
PostgreSQL
MySQL
MongoDB
  • Bachelor's degree in Computer Sciences, Software Engineering, Data Sciences, or related field
  • Minimum 6 years of experience in Software Engineering, primarily Backend or Machine Learning
  • Proficiency in Python and expertise in additional languages like Typescript and Javascript (NodeJS)
  • Familiarity with RAG, LangChain, and Vector databases
  • Experience with SQL (PostgreSQL or MySQL) and NoSQL databases (MongoDB, DynamoDB)
  • Commitment to transitioning into advanced ML domains

Interested in this job?

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