Production LLM Engineer Career Transition

Bridge the gap between your MFTI research background and high-stakes production engineering to secure senior LLM roles in Moscow's top tech companies through rigorous technical hardening and strategic positioning. * **Production-ready LLM engineering** and distributed training proficiency * **Advanced Python internals** and high-performance inference optimization * **Strategic job positioning** for high-compensation Moscow tech roles * **Technical interview mastery** for Senior-level engineering rounds

6 sections ยท 18 lessons

Course outline

Career Positioning

  1. Resume Reframing
  2. Direct Outreach
  3. Structured Communication

Python Runtime

  1. Memory Management
  2. Concurrency Models
  3. Tensor Storage

LLM Systems

  1. Attention Implementations
  2. KV Caching
  3. Decoding Strategies

Alignment Engineering

  1. Distillation Workflows
  2. Preference Optimization
  3. Automated Evaluation

Distributed Scaling

  1. Parallelism Paradigms
  2. Memory Estimation
  3. Training Bottlenecks

Portfolio Project

  1. Service Architecture
  2. Performance Benchmarking
  3. Technical Documentation

Start learning with Wondering