CoinMarketCap Logo

CoinMarketCap

LLM Algorithm Engineer

Reposted 13 Days Ago
Be an Early Applicant
In-Office or Remote
13 Locations
Mid level
In-Office or Remote
13 Locations
Mid level
The role involves post-training of LLMs, model alignment, server operation for checkpoint routing, and building evaluation pipelines.
The summary above was generated by AI
Job Responsibilities:
1. Advanced post-training of large language models (e.g. SFT, RLHF/RLAIF, continual pretraining).
2. Aligning models for reliable JSON-schema function calls and external tool usage.
3. Design, deploy, and operate Model Context Protocol (MCP) servers that handle checkpoint routing, manage context windows, and enforce safety gates.
4. Experience in distributed training and inference with DeepSpeed/FSDP, LoRA/QLoRA, mixed precision, and performance tuning on vLLM or Triton clusters.
5. Build offline and live eval pipelines for alignment, factuality, grounding, and hallucinations.

Qualifications
1. Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field.
2. 3+ years of experience in developing and optimizing large language models.
3. Proven track record in implementing advanced post-training techniques (SFT, RLHF, RLAIF, continual pretraining).
4. Hands-on experience with distributed training frameworks (DeepSpeed, FSDP) and optimization techniques (LoRA, QLoRA, mixed precision).
5. Familiarity with model alignment, JSON-schema function calls, and external tool integration.
6. Experience in building and maintaining evaluation pipelines for model performance assessment.
7. Proficiency in Python and relevant machine learning frameworks (e.g., PyTorch, TensorFlow).
8. Strong understanding of distributed systems and high-performance computing.
9. Experience with model deployment and inference optimization on vLLM or Triton clusters.
10. Knowledge of JSON-schema and API development.

Top Skills

Deepspeed
Fsdp
Lora
Python
PyTorch
Qlora
TensorFlow
Triton
Vllm

Similar Jobs

7 Hours Ago
Easy Apply
In-Office or Remote
4 Locations
Easy Apply
Senior level
Senior level
AdTech • Big Data • Machine Learning • Marketing Tech • Mobile • Software
As a Senior Staff Software Engineer, you will design scalable infrastructure for ML models, optimize performance, and collaborate with teams to enhance ML experimentation tools.
Top Skills: AWSGoNvidia TritonPysparkPythonPyTorch
7 Hours Ago
Easy Apply
Remote or Hybrid
Mississauga, ON, CAN
Easy Apply
Senior level
Senior level
Artificial Intelligence • eCommerce • Information Technology • Mobile • Payments • App development • Utilities
The Director of Strategic Alliances leads the development of partnerships to drive indirect sales, negotiates terms, and ensures successful implementation of agreements in the utility vertical.
Top Skills: Back-End PlatformsBilling And Payments SectorIsv (Independent Software Vendors)System Integrators
7 Hours Ago
Remote or Hybrid
8 Locations
Expert/Leader
Expert/Leader
eCommerce • Fintech • Hardware • Payments • Software • Financial Services
Lead the design vision for Square's public web experience, enhancing storytelling and product pathways to drive customer acquisition.
Top Skills: Interaction DesignPerformance MarketingSeoWeb Design

What you need to know about the Pune Tech Scene

Once a far-out concept, AI is now a tangible force reshaping industries and economies worldwide. While its adoption will automate some roles, AI has created more jobs than it has displaced, with an expected 97 million new roles to be created in the coming years. This is especially true in cities like Pune, which is emerging as a hub for companies eager to leverage this technology to develop solutions that simplify and improve lives in sectors such as education, healthcare, finance, e-commerce and more.

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account