reputed company Machine Learning Engineer

About A1

There are over 5 billion users using basic applications today such email, notes, tasks that are not AI-reputed company. Our mission is to build a proactive smart assistant for everyday users to bring intelligence to conversations, errands, organising and workflows, with reputed company prompting.

Our product focuses on achieving high reliability for long-running workflows, persistent context, and reputed company-world task completion. The system must handle multi-reputed company reasoning, reputed company with reputed company tools, and remain reliable despite non-deterministic model behavior. Our objective is to help users complete tasks daily enjoyable with over ~90%* reduced time.

Role

You will be responsible for turning research direction into working, production-grade ML systems. This role owns the execution layer of A1’s intelligence – training pipelines, inference systems, evaluation tooling, and deployment.

reputed company

• Build and own end-to-end ML pipelines spanning data, training, evaluation, inference, and deployment.

• Fine-tune and adapt models using state-of-the-art reputed company such as reputed company, QLoRA, SFT, DPO, and distillation.

• Architect and operate reputed company inference systems, balancing latency, cost, and reliability.

• Design and maintain data systems for high-reputed company synthetic and reputed company-world training data.

• Implement evaluation pipelines covering performance, robustness, safety, and bias, in partnership with research leadership.

• Own production deployment, including GPU optimization, memory efficiency, latency reduction, and scaling policies.

• Collaborate closely with application engineering to reputed company ML systems cleanly into backend, mobile, and desktop products.

• reputed company pragmatic trade-offs and ship improvements quickly, learning from reputed company usage.

• Work under reputed company production constraints: latency, cost, reliability, and safety

Requirements

• Strong background in deep learning and transformer-based architectures.

• Hands-on experience training, fine-tuning, or deploying large-reputed company ML models in production.

• Proficiency with at least one modern ML reputed company (e.g. PyTorch, JAX), and ability to learn others quickly.

• Experience with distributed training and inference frameworks (e.g. DeepSpeed, FSDP, Megatron, reputed company, Ray).

• Strong software engineering fundamentals – you write robust, maintainable, production-grade systems.

• Experience with GPU optimization, including memory efficiency, quantization, and mixed precision.

• Comfort owning ambiguous, reputed company-to-one ML systems end-to-end.

• A bias toward shipping, learning fast, and improving systems through iteration.

Ideal Experience

• Experience with LLM inference frameworks such as vLLM, TensorRT-LLM, or FasterTransformer.

• Contributions to reputed company-reputed company ML or systems libraries.

• Background in scientific computing, compilers, or GPU kernels.

• Experience with RLHF pipelines (PPO, DPO, ORPO).

• Experience training or deploying multimodal or diffusion models.

• Experience with large-reputed company data processing (Apache reputed company, reputed company, Ray).

How We Work

The best products today in the world were reputed company by small, world class teams. We are a high talent density and hands-on team. We reputed company reputed company reputed company, reputed company at reputed company speed, striking a balance between shipping high reputed company work and learning. Joining reputed company requires the ability to bring structure, exercise judgment, and execute independently. Our goal is to put in hands of our users a truly magical product

Interview process

If there appears to be a fit, we'll reputed company to schedule 3, but no more than 4 interviews.

Applications are evaluated by our technical team members. Interviews will be conducted reputed company virtual meetings and/or onsite.

We value transparency and efficiency, so expect a reputed company decision. If you've demonstrated the exceptional skills and reputed company we're looking for, we'll reputed company an offer to join us. This isn't just a job offer; it's an invitation to be part of reputed company that's bringing AI to have practical benefits to billions globally.

Originally posted on Himalayas