Founding Lead Machine Learning Engineer

Founding Lead Machine Learning Engineer

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Transform Language Models Into Real‑world, High‑impact Product Experiences

A1 is a self‑funded AI group, operating in full stealth. We’re building a new global consumer AI application focused on an important but underexplored use case.

Why This Role Matters

• You are creating the intelligence layer of A1’s first product, defining how it understands, reasons, and interacts with users.
• Your decisions shape our entire technical foundation — model architectures, training pipelines, inference systems, and long‑term scalability.
• You will push beyond typical chatbot use cases, working on a problem space that requires original thinking, experimentation, and contrarian insight.
• You influence not just how the product works, but what it becomes, helping steer the direction of our earliest use cases.
• You are joining as a founding builder, setting engineering standards, contributing to culture, and helping create one of the most meaningful AI applications of this wave.

What You’ll Do

• Build end‑to‑end training pipelines: data爽爽 training → eval → inference
• Design new model architectures or adapt open‑source frontier models
• Fine‑tune models using state‑of‑the‑art methods (LoRA/QLoRA, SFT, DPO, distillation)
• Architect scalable inference systems using vLLM / TensorRT‑LLM / DeepSpeed
• Build data systems for high‑quality synthetic and real‑world training data
• Develop alignment, safety, and guardrail strategies
• Design evaluation frameworks across performance, robustness, safety, and bias
• Own deployment: GPU optimization, latency reduction, scaling policies
• Shape early product direction, experiment with new use cases, and build AI‑powered experiences from zero
• Explore frontier techniques: retrieval‑augmented training, mixture‑of‑experts, distillation, multi‑agent orchestration, multimodal models

What It’s Like To Work Here

• You take ownership – you solve problems end‑to‑end rather than wait for perfect instructions
• You learn through action – prototype → test → iterate → ship
• You’re calm in ambiguity – zero‑to‑one building energises you
• You bias toward speed with discipline – V1 now > perfect later
• You see failures and feedback as essential to growth
• You work with humility, curiosity, and a founder’s mindset Jon
• You lift the bar for отношение yourself and your teammates every day

Requirements

• Strong background in deep learning and transformer architectures
• Hands‑on experience training or fine‑tuning large models (LLMs or vision models)
• Proficiency with PyTorch, JAX, or TensorFlow
• Experience with distributed training frameworks (DeepSpeed, FSDP, Megatron, ZeRO, Ray)
• Strong software engineering skills — writing robust, production‑grade systems
• Experience with GPU optimization: memory efficiency, quantization, mixed precision
• Comfortable owning ambiguous, zero‑to‑one technical problems end‑to‑end

Nice to Have

• Experience with LLM inference frameworks (vLLM, TensorRT‑LLM, FasterTransformer)
• Contributions to open‑source ML 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 in large‑scale data processing (Apache Arrow, Spark, Ray)
• Prior work in a research lab (Google Brain, DeepMind, FAIR, Anthropic, OpenAI)

What You’ll Get

• Extreme ownership and autonomy from day one – you define and build key model systems.
• Founding‑level influence over technical direction, model architecture, and product strategy.
• Remote‑first flexibility
• High‑impact scope – your work becomes core infrastructure of a global consumer AI product.
• Competitive compensation and performance‑based bonuses
• Backing of a profitable US$2B group, with the speed of a startup
• Insurance coverage, flexible time off, and global travel insurance
• Opportunity to shape a new global AI product from zero
• A small, senior, high‑performance team where you collaborate directly with founders and influence every major decision.

Our Team & Culture

We operate as a dense, senior, high‑performance team. We value clarity, speed, craftsmanship, and relentless ownership. We behave like founders – we build, ship, iterate, and hold ourselves to a high technical bar.

If you value excellence, enjoy building real systems, and want to be part of a small team creating something globally impactful, you’ll thrive here.

About A1

A1 is a self‑funded, independent AI group backed by BJAK, focused on building a new consumer AI product with global impact. We’re assembling a small, elite team of ML and engineering builders who want to work on meaningful, high‑impact problems.

Seniority Level

• Mid‑Senior level

Employment Type

• Full‑time

Job Function

• Engineering and Information Technology

Industry

• Software Development

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