Job Description
Machine Learning Engineer III – LLM Training (RL + PEFT)
On-site, Bangalore
LatentForce
About the Role
We are building specialized LLMs that understand and reason over massive enterprise codebases. This is
real model training
— RL loops, PEFT, verifiable rewards, long-context modeling — not API integration. You’ll own end-to-end experimentation and work directly with founders.
Responsibilities
Train LLMs using
RL (PPO/GRPO/RLHF/RLVR)
and
PEFT
(LoRA, QLoRA, DoRA, IA3).
Build custom training loops with
PyTorch, HuggingFace, TRL, Unsloth .
Design reward functions and verifiers for code-understanding tasks.
Run full-stack ML experiments: data → training → eval → iteration.
Develop scalable training infra (FSDP/DeepSpeed, distributed training).
Build evaluation suites for reasoning and code comprehension.
Minimum Qualifications
3+ years
of real deep le...
On-site, Bangalore
LatentForce
About the Role
We are building specialized LLMs that understand and reason over massive enterprise codebases. This is
real model training
— RL loops, PEFT, verifiable rewards, long-context modeling — not API integration. You’ll own end-to-end experimentation and work directly with founders.
Responsibilities
Train LLMs using
RL (PPO/GRPO/RLHF/RLVR)
and
PEFT
(LoRA, QLoRA, DoRA, IA3).
Build custom training loops with
PyTorch, HuggingFace, TRL, Unsloth .
Design reward functions and verifiers for code-understanding tasks.
Run full-stack ML experiments: data → training → eval → iteration.
Develop scalable training infra (FSDP/DeepSpeed, distributed training).
Build evaluation suites for reasoning and code comprehension.
Minimum Qualifications
3+ years
of real deep le...
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