Overview
Transform language models into real-world, high-impact product experiences. A1 is a self-funded AI division backed by BJAK, operating in full stealth. We're building a new global consumer AI application focused on an important but underexplored use case - something practical, meaningful, and far beyond the typical chatbot or productivity agent. As a Machine Learning Engineer, you will work at the core of our product: fine-tuning frontier-level models, shaping data pipelines, evaluating behavior, and bringing intelligent features into real production environments. You'll operate with high autonomy within a small, deeply technical team.
What You'll Do
- Fine-tune and adapt models as needed while also designing new model architectures and training pipelines from scratch.
- Design and curate datasets, craft prompts, and experiment with alignment and safety strategies for high-quality outputs.
- Build evaluation pipelines for model performance, safety, and alignment, and innovate on new metrics for real-world impact.
- Ship models to production, optimise for latency and scale, and monitor drift or degradation.
- Collaborate with product, engineering, and design to launch polished, user-facing AI features.
- Explore new modeling approaches, optimisation methods, and product use cases.
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 and then perfect later.
- You see failures and feedback as essential to growth.
- You work with humility, curiosity, and a founder's mindset.
- You lift the bar for yourself and your teammates every day.
Requirements
- Strong experience with transformers, deep learning, and fine-tuning methods (LoRA/QLoRA, SFT, distillation).
- Proficiency in PyTorch (preferred) or TensorFlow.
- Experience in prompt engineering and dataset creation for alignment, tone, trust, and safety.
- Familiarity with evaluation methods: perplexity, toxicity, relevance, robustness.
- Solid software engineering fundamentals - algorithms, data structures, clean code.
- Ability to operate in a fast, lean, and high-ownership environment.
- Nice to Have: Experience with text generation, moderation, ranking, or personalisation.
- Exposure to RLHF or reinforcement learning for LLMs.
- Contributions to open-source ML projects.
- Background in consumer-facing AI products or high-growth startups.
What You'll Get
- High ownership and autonomy from day one.
- Direct involvement in technical direction and product decisions.
- Remote-first flexibility.
- A high-impact role with visibility across ML, engineering, and 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.
About A1
A1 is a self-funded, independent AI division under BJAK, focused on building a new consumer AI product with global relevance. We're in full stealth and assembling a small, elite team of ML and engineering builders who want to work on meaningful, high-impact problems.