CoinMarketCap Logo

CoinMarketCap

LLM Algorithm Engineer

Reposted 24 Days Ago
Be an Early Applicant
In-Office or Remote
10 Locations
Mid level
In-Office or Remote
10 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

An Hour Ago
Remote or Hybrid
Vancouver, BC, CAN
Expert/Leader
Expert/Leader
Artificial Intelligence • Cloud • HR Tech • Information Technology • Productivity • Software • Automation
As a Sr Enterprise Account Executive, you will drive new business sales in the Public Sector by building relationships, strategizing account approaches, and leveraging AI technology to meet clients' needs.
Top Skills: Ai SystemsSaaS
An Hour Ago
Remote or Hybrid
Toronto, ON, CAN
Senior level
Senior level
Artificial Intelligence • Cloud • HR Tech • Information Technology • Productivity • Software • Automation
The Senior Business Process Consultant leads process improvements, coaches teams, and implements ITAM solutions in ServiceNow, leveraging AI insights and collaborating with stakeholders.
Top Skills: AIHardware Asset Management (Ham)It Asset Management (Itam)ServicenowSoftware Asset Management (Sam)
5 Hours Ago
Remote or Hybrid
Ontario, ON, CAN
Mid level
Mid level
Automotive • Big Data • Information Technology • Robotics • Software • Transportation • Manufacturing
The District Service Manager oversees dealership liaising, business plan execution, and compliance with service policies to enhance customer experiences. Responsibilities include training, audits, and collaboration with dealership staff.

What you need to know about the Dublin Tech Scene

From Bono and Oscar Wilde to today's tech leaders, Dublin has always attracted trailblazers, with more than 70,000 people working in the city's expanding digital sector. Continuing its legacy of drawing pioneers, the city is advancing rapidly. Ireland is now ranked as one of the top tech clusters in the region and the number one destination for digital companies, with the highest hiring intention of any region across all sectors.

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account