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Senior ML Engineer
Join Our Team
 / 
Senior ML Engineer
Team
 / 
Senior ML Engineer
Overview
CountryJapan
CityTokyo
CategoryML Engineering
Required BackgroundMachine Learning / Data Science / Software Engineering
Tokyo OfficeHybrid Work
Outside TokyoRemote Work
RelocationPossible
Employment TypeFull-Time
Keywords:
Machine Learning, Deep Learning, Transformer, LLM, GNN, TensorFlow, PyTorch, Data Science
logo
Senior ML Engineer
The company develops a system capable of semantic processing of programming code, e.g., code analysis, transformation, and synthesis, as well as operating a computational environment. The approach combines explicit knowledge representation in discrete structures with ML-assisted algorithms to manipulate those structures. The system we design should be able to follow the reasoning trajectory and examine the internal logic; identify a lack of information and interact with external sources; incorporate new knowledge at later stages equally inexpensive as at the initial ones.
Senior ML Engineer
The company develops a system capable of semantic processing of programming code, e.g., code analysis, transformation, and synthesis, as well as operating a computational environment. The approach combines explicit knowledge representation in discrete structures with ML-assisted algorithms to manipulate those structures. The system we design should be able to follow the reasoning trajectory and examine the internal logic; identify a lack of information and interact with external sources; incorporate new knowledge at later stages equally inexpensive as at the initial ones.
logo
Overview
CountryJapan
CityTokyo
CategoryML Engineering
Required BackgroundMachine Learning / Data Science / Software Engineering
Tokyo OfficeHybrid Work
Outside TokyoRemote Work
RelocationPossible
Employment TypeFull-Time
Keywords:
Machine Learning, Deep Learning, Transformer, LLM, GNN, TensorFlow, PyTorch, Data Science
Senior ML Engineer
The company develops a system capable of semantic processing of programming code, e.g., code analysis, transformation, and synthesis, as well as operating a computational environment. The approach combines explicit knowledge representation in discrete structures with ML-assisted algorithms to manipulate those structures. The system we design should be able to follow the reasoning trajectory and examine the internal logic; identify a lack of information and interact with external sources; incorporate new knowledge at later stages equally inexpensive as at the initial ones.
logo
Overview
CountryJapan
CityTokyo
CategoryML Engineering
Required BackgroundMachine Learning / Data Science / Software Engineering
Tokyo OfficeHybrid Work
Outside TokyoRemote Work
RelocationPossible
Employment TypeFull-Time
Keywords:
Machine Learning, Deep Learning, Transformer, LLM, GNN, TensorFlow, PyTorch, Data Science
What we need help with
1Running open-sourced models on our hardware.
2Fine-tuning models for our needs.
3Building pipeline for distributed training.
4Integrating models with the rest of our systems.
5Staying on top of architectures and frameworks.
6Analysing and suggesting improvements for datasets.
Who we are looking for
1In-depth knowledge of: Machine Learning, Deep Learning, Training customisation, ML frameworks.
2Known architectures: Transformer, LLM, GNN, Autoencoders.
3Languages: Python, Rust, C++.
4Frameworks: PyTorch, TensorFlow.
5Bachelor’s degree or higher.
6English C1 or higher.
What soft skills are essential
1Commitment. Make and fulfil commitments on time and at a high-quality level.
2All-Round. Ability to figure out how to do new tasks from adjacent specialisations.
3Startup Mindset. Focus on the objective, looking for new approaches, fast forwarding orientation.
4Constructive Discussion. Presenting own arguments, listening to others' arguments, developing the next steps to resolve the difficulty.
A strong advantage would be
1Agile Experience. We use a management approach that is close to Agile. Among others, we use guided continuous improvement, task prioritisation, sprints, value delivery, and focus on commitment.
2Abstract thinking.
3Infrastructure Tools like Notion, Slack, Zotero, Shortcut, Miro, Git.
What we need help with
1Running open-sourced models on our hardware.
2Fine-tuning models for our needs.
3Building pipeline for distributed training.
4Integrating models with the rest of our systems.
5Staying on top of architectures and frameworks.
6Analysing and suggesting improvements for datasets.
Who we are looking for
1In-depth knowledge of: Machine Learning, Deep Learning, Training customisation, ML frameworks.
2Known architectures: Transformer, LLM, GNN, Autoencoders.
3Languages: Python, Rust, C++.
4Frameworks: PyTorch, TensorFlow.
5Bachelor’s degree or higher.
6English C1 or higher.
What soft skills are essential
1Commitment. Make and fulfil commitments on time and at a high-quality level.
2All-Round. Ability to figure out how to do new tasks from adjacent specialisations.
3Startup Mindset. Focus on the objective, looking for new approaches, fast forwarding orientation.
4Constructive Discussion. Presenting own arguments, listening to others' arguments, developing the next steps to resolve the difficulty.
A strong advantage would be
1Agile Experience. We use a management approach that is close to Agile. Among others, we use guided continuous improvement, task prioritisation, sprints, value delivery, and focus on commitment.
2Abstract thinking.
3Infrastructure Tools like Notion, Slack, Zotero, Shortcut, Miro, Git.
What we need help with
1Running open-sourced models on our hardware.
2Fine-tuning models for our needs.
3Building pipeline for distributed training.
4Integrating models with the rest of our systems.
5Staying on top of architectures and frameworks.
6Analysing and suggesting improvements for datasets.
Who we are looking for
1In-depth knowledge of: Machine Learning, Deep Learning, Training customisation, ML frameworks.
2Known architectures: Transformer, LLM, GNN, Autoencoders.
3Languages: Python, Rust, C++.
4Frameworks: PyTorch, TensorFlow.
5Bachelor’s degree or higher.
6English C1 or higher.
What soft skills are essential
1Commitment. Make and fulfil commitments on time and at a high-quality level.
2All-Round. Ability to figure out how to do new tasks from adjacent specialisations.
3Startup Mindset. Focus on the objective, looking for new approaches, fast forwarding orientation.
4Constructive Discussion. Presenting own arguments, listening to others' arguments, developing the next steps to resolve the difficulty.
A strong advantage would be
1Agile Experience. We use a management approach that is close to Agile. Among others, we use guided continuous improvement, task prioritisation, sprints, value delivery, and focus on commitment.
2Abstract thinking.
3Infrastructure Tools like Notion, Slack, Zotero, Shortcut, Miro, Git.
How we are different
Not just an ML
Not just an ML
People tend to think that AI is solely Machine Learning, like ChatGPT (or DALL-E 2, or Microsoft Bing, or ChatSonic). We are building our solution on an alternative architecture which incorporates ML as a part.
Going beyond
Going beyond
We put much effort into profound research and development of new underlying technologies rather than reusing existing ones. We like to explore unfairly neglected and non-conventional approaches to AI.
Safety and Alignment
Safety and Alignment
We want to be responsible in our research and development. We don't turn our noses up at AI safety research and take the issue of alignment seriously.
How we are different
Not just an ML
Not just an ML
People tend to think that AI is solely Machine Learning, like ChatGPT (or DALL-E 2, or Microsoft Bing, or ChatSonic). We are building our solution on an alternative architecture which incorporates ML as a part.
Going beyond
Going beyond
We put much effort into profound research and development of new underlying technologies rather than reusing existing ones. We like to explore unfairly neglected and non-conventional approaches to AI.
Safety and Alignment
Safety and Alignment
We want to be responsible in our research and development. We don't turn our noses up at AI safety research and take the issue of alignment seriously.
How we are different
Not just an ML
Not just an ML
People tend to think that AI is solely Machine Learning, like ChatGPT (or DALL-E 2, or Microsoft Bing, or ChatSonic). We are building our solution on an alternative architecture which incorporates ML as a part.
Going beyond
Going beyond
We put much effort into profound research and development of new underlying technologies rather than reusing existing ones. We like to explore unfairly neglected and non-conventional approaches to AI.
Safety and Alignment
Safety and Alignment
We want to be responsible in our research and development. We don't turn our noses up at AI safety research and take the issue of alignment seriously.
What we are offering
Good Salary
That is, of course, a very basic condition. We want our colleagues to be healthy, happy and recreated.
Hybrid Remote
Our team members work from both the office and homes all around the world. We are OK with that. However, we like to gather sometimes at the office to get on the same page.
Flexible Schedule
Outside scheduled team meetings, teammates are free to work on their tasks independently. When to work is a personal choice. Just do not overwork – that is inefficient.
Autonomy
High autonomy is crucial for us – the small and agile team can achieve a breakthrough if its members are professional and independent. However, we promote helping each other. That is crucial too.
Challenging Work
Automated code synthesis is a holy grail: many want it, but nobody has it. You can read more about it on the Company tab or just write to us. We love cross-pollination.
Low Bureaucracy
What we value most are performance and results, not a strict process following. However, metrics, processes, and documentation are important too. We just keep their priorities low.
What we are offering
Good Salary
That is, of course, a very basic condition. We want our colleagues to be healthy, happy and recreated.
Hybrid Remote
Our team members work from both the office and homes all around the world. We are OK with that. However, we like to gather sometimes at the office to get on the same page.
Flexible Schedule
Outside scheduled team meetings, teammates are free to work on their tasks independently. When to work is a personal choice. Just do not overwork – that is inefficient.
Autonomy
High autonomy is crucial for us – the small and agile team can achieve a breakthrough if its members are professional and independent. However, we promote helping each other. That is crucial too.
Challenging Work
Automated code synthesis is a holy grail: many want it, but nobody has it. You can read more about it on the Company tab or just write to us. We love cross-pollination.
Low Bureaucracy
What we value most are performance and results, not a strict process following. However, metrics, processes, and documentation are important too. We just keep their priorities low.
What we are offering
Good Salary
That is, of course, a very basic condition. We want our colleagues to be healthy, happy and recreated.
Hybrid Remote
Our team members work from both the office and homes all around the world. We are OK with that. However, we like to gather sometimes at the office to get on the same page.
Flexible Schedule
Outside scheduled team meetings, teammates are free to work on their tasks independently. When to work is a personal choice. Just do not overwork – that is inefficient.
Autonomy
High autonomy is crucial for us – the small and agile team can achieve a breakthrough if its members are professional and independent. However, we promote helping each other. That is crucial too.
Challenging Work
Automated code synthesis is a holy grail: many want it, but nobody has it. You can read more about it on the Company tab or just write to us. We love cross-pollination.
Low Bureaucracy
What we value most are performance and results, not a strict process following. However, metrics, processes, and documentation are important too. We just keep their priorities low.
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Join Our Team
We are looking for specialists for full-time employment or for part-time collaboration.
Join Our Team
We are looking for specialists for full-time employment or for part-time collaboration.
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