... frontier: scaling post-training, sharpening reasoning, and unlocking compute-intensive agentic ... You work tightly with Research Scientists to develop and productionize novel algorithms to run at ...
Frontier Science
60 jobs near Columbus, OH
... frontier: scaling post-training, sharpening reasoning, and unlocking compute-intensive agentic ... You work tightly with Research Scientists to develop and productionize novel algorithms to run at ...
Research Engineer, Frontier Capabilities
Cambridge, MA · On-site
$189K - $289K/yr
This is a rare chance to join an early team with the autonomy, flexibility, and compute to tackle frontier science problems. We operate with high agency, and a bias toward execution. Below are ...
Research Engineer, Frontier Capabilities
Cambridge, MA · On-site
$189K - $289K/yr
This is a rare chance to join an early team with the autonomy, flexibility, and compute to tackle frontier science problems. We operate with high agency, and a bias toward execution. Below are ...
Act as the strategic bridge between machine learning research scientists, simulation developers ... About the team At Frontier AI & Robotics, we're not just advancing robotics - we're reimagining it ...
Act as the strategic bridge between machine learning research scientists, simulation developers ... About the team At Frontier AI & Robotics, we're not just advancing robotics - we're reimagining it ...
Mental Health Therapist
Long Beach, CA · On-site
$75K - $115K/yr
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Mental Health Therapist
Long Beach, CA · On-site
$75K - $115K/yr
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Mental Health Therapist
$75K - $115K/yr
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Quick apply
Mental Health Therapist
$75K - $115K/yr
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Mental Health Therapist
Los Angeles, CA · On-site
$75K - $115K/yr
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Mental Health Therapist
Los Angeles, CA · On-site
$75K - $115K/yr
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Quick apply
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Quick apply
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Quick apply
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Quick apply
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Psychiatrist
Los Altos, CA · On-site
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Psychiatrist
Los Altos, CA · On-site
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Psychiatrist
Orange, CA · On-site
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Psychiatrist
Orange, CA · On-site
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Mental Health Therapist
Orange, CA · On-site
$75K/yr
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Mental Health Therapist
Orange, CA · On-site
$75K/yr
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Licensed Psychologist
Boston, MA · On-site
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Licensed Psychologist
Boston, MA · On-site
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Quick apply
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Primary Care Clinician
Orange, CA · On-site
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Primary Care Clinician
Orange, CA · On-site
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Psychiatrist (part-time or full-time)
San Mateo, CA · On-site
$320K - $350K/yr
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Psychiatrist (part-time or full-time)
San Mateo, CA · On-site
$320K - $350K/yr
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Psychiatrist
Los Angeles, CA · On-site
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Psychiatrist
Los Angeles, CA · On-site
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Quick apply
This is a frontier problem, and it requires frontier science and care delivery to solve. We are developing all of it. The care, the science, the technology. Who We Are Amae Health is a Series B ...
Full-time
Re-posted 15 days ago
Job description
Your Impact at LILA
The AI Research team is tackling one of the most exciting, open problems in AI: training LLMs to run long-horizon scientific discovery tasks. Our approach spans the full post-training stack - from SFT to asynchronous RL on agentic harnesses - teaching models to plan, use tools, and learn from experience in domains where the ground truth isn't a preference label, but a scientific result.
We're rapidly growing our Research Engineering org and seeking talented engineers and ML practitioners across levels to design, build, and optimize systems to push this frontier: scaling post-training, sharpening reasoning, and unlocking compute-intensive agentic-harness training. This is a rare chance to join an early team with the autonomy, flexibility, and compute to tackle frontier science problems.
We operate with high agency, and a bias toward execution. Below are several focus areas within the team. We ask that candidates select the stream that best matches their experience and excitement.
Work Streams
Stream A: GPU Optimization & Training Performance
Maximize hardware utilization across 100B+ parameter asynchronous RL training runs. Responsibilities include profiling, performance optimization, custom kernel development, communication-computation overlap, and long-context throughput improvements. You set and maintain the performance baseline.
Stream B: Stack & Infrastructure
Own the post-training infrastructure end-to-end - supervised fine-tuning, asynchronous RL with tool integration, and data pipelines. Build modular, reproducible workflows with single-command execution. Manage upstream framework upgrades and deliver composable pipelines spanning Data, SFT, and RL stages. You work tightly with Research Scientists to develop and productionize novel algorithms to run at scale.
Stream C: Model Experimentation
Bring deep, hands-on experience training large language models. Lead experimentation on reasoning model development, including mixture-of-experts stabilization, curriculum design, and synthetic reasoning trace generation. You have a bias toward experimental design and tracking, and know how to prioritize runs that yield promising outcomes.
Stream D: Evaluations & Benchmarks
Design and build best-in-class scientific agentic benchmarks and harnesses, along with the dashboards and leaderboards that inform every training decision. You have experience working with well known public benchmarks and have spent time building bespoke agentic benchmarks and harnesses.
Stream E: Agentic Capabilities & Frontier Research
Train models capable of planning, exploration, and tool use over extended horizons. Advance the state of the art in RL at scale with tool-calling, subgoal decomposition, and shared memory/skills across trials to expand the frontier of scientific agent capabilities.
What You'll Need to Succeed
- Strong software engineering skills in Python; C++/CUDA a plus
- Experience with distributed ML training frameworks (Megatron-LM, TorchTitan, DeepSpeed, Ray)
- Understanding of large-scale model training techniques for 100B+ models
- Experience with cloud or HPC environment
- Ability to communicate technical results to internal and external stakeholders
Bonus Points For
- Prior work with large scale scientific datasets or domain-specific modeling
- Contributions to open-source ML frameworks
- Experience with RL post-training (RLHF, GRPO, tool-augmented RL)
- Experience training MoE architectures
Location
San Francisco, CA or Cambridge, MA (Remote, Hybrid, and On-Site available depending on team needs).