Occupation

Computational Life Science Field (Machine Learning Engineer/Data Scientist)

In the pharmaceutical industry, where the time and cost of developing new drugs is increasing year by year, advances in AI technologies such as machine learning and deep learning, as well as improvements in data processing speed by computers, are expected to play a major role in solving these issues. In fact, decisive changes are being brought about, such as shortening the drug discovery process and significantly improving the probability of development. At our company, we are acquiring cell big data with a unique approach of ``manipulating cells with big data extracted from cells and leading to the creation of new drugs.'' We are looking for researchers who are motivated by a wide range of research and development, from basics to applications, and who can promote the development of machine learning and data analysis technologies for the creation of new drugs and the practical application of regenerative medicine. We are able to analyze and apply large-scale, high-precision cellular big data, which is only possible because we are a company that develops cutting-edge experiment and analysis technology. Specifically, through in-house research and joint research, we are developing a wide variety of machine learning algorithms, including the following. ・Use (semi-)supervised learning to analyze the types and proportions of cells contained in cell samples at the single-cell level, and identify cells and genes related to disease mechanisms and drug targets. ・Use causal inference algorithms to estimate gene regulatory networks and understand the principles of cell activity and disease development factors. ・Use Bayesian optimization to create experimental plans to optimize cell culture conditions and manufacturing processes for regenerative medicine products. ・Use segmentation to extract the shape of individual cells from microscopic images and evaluate cell culture conditions and shape responsiveness to drugs. We are looking for people who can improve and advance these tasks. In addition to these duties, we are also looking for individuals who can proactively propose new analysis methods using internal and external data, and who can create new value that will lead to the practical application of drug discovery and regenerative medicine. . Depending on suitability, etc., we may order you to transfer to work specified by the company.

Occupation

Cell control field (researcher)

Job summary You will promote the research and development of new technologies and the acquisition of cell big data that will lead to our company's goals of "data-driven cell control" and "data-driven drug discovery." We are looking for researchers who are motivated by a wide range of research and development, from basics to applications, and who can work with us to promote technology development and commercialization for the creation of new drugs and the practical application of regenerative medicine. 【in particular】 ・Research to build a cell culture system in a microscopic space, a micro-volume medium preparation system, and a multifaceted cell evaluation system to improve culture condition screening throughput by more than two orders of magnitude compared to the current level. ・Research on cell culture optimization technology that integrates single-cell/large-scale transcriptome analysis technology and the above cell culture screening technology ・Research to acquire genetic profile data and metadata of "multiple types of cell lines x various cell states" and build our own integrated database ・Research to advance elemental technologies through laboratory automation and significantly improve the data acquisition process [Other ongoing research projects] ・In-house research to improve the quantitative and qualitative throughput of single-cell/large-scale transcriptome analysis technology, improving efficiency by an order of magnitude or more ・Development of in-house technology to expand data, such as introduction of high-throughput technology to simultaneously measure omics information other than transcriptome ・In-house development of new single-cell/large-scale transcriptome analysis technology ・Joint research with other companies (including academia) that conducts phenotypic drug discovery and clinical biomarker discovery using single-cell/large-scale transcriptome data ・Joint research with other companies (including academia) to search for quality markers for cell medicines and optimize cell culture conditions Depending on suitability, etc., we may order you to transfer to work specified by the company.

Occupation

Experimental omics field (researcher)

Would you like to develop transcriptome analysis technology with the world's highest accuracy and highest throughput? We are looking for researchers who can work with us to develop platform technologies for data-driven new drug creation and practical application of regenerative medicine. Our single cell transcriptome analysis technology won first place in accuracy score at the 2020 International Benchmark Competition. Additionally, large-scale bulk transcriptome analysis technology boasts tens of times the throughput compared to conventional RNA-seq technology. However, there is still room for the development of these technologies, and we would like to further evolve them into technologies that stand out in the life science industry and accelerate the development of new drugs for patients with intractable diseases. We are looking for motivated researchers who want to develop the world's first technology and contribute to patients. 【in particular】 ・Research to improve the quantitative and qualitative throughput of single-cell/large-scale transcriptome analysis technology to improve efficiency by an order of magnitude or more ・Research to advance elemental technologies through laboratory automation and significantly improve the data acquisition process ・Technology development to expand acquired data, such as introduction of high-throughput technology to simultaneously measure omics information other than transcriptome ・Development of new single-cell/large-scale transcriptome analysis technology [Other ongoing research projects] ・In-house research on cell control that integrates single-cell/large-scale transcriptome analysis technology and cell culture optimization technology to improve culture condition screening throughput by more than two orders of magnitude compared to current levels ・In-house research to acquire genetic profile data and metadata of "multiple types of cell lines x various cell states" and build our own integrated database ・Joint research with other companies (including academia) that conducts phenotypic drug discovery and clinical biomarker discovery using single-cell/large-scale transcriptome data ・Joint research with other companies (including academia) to search for quality markers for cell medicines and optimize cell culture conditions Depending on suitability, etc., we may order you to transfer to work specified by the company.

Occupation

technical staff

We are looking for technical staff who can proactively support the research and development of new technologies that will lead to our goal of "data-driven cell control," the acquisition of cell big data, and the implementation of joint projects with other companies. If you would like to expand your work as a technical staff and advance your career, why not try our company? In particular, we are planning to ask for the following experiments and laboratory environment preparation. ・Cell biology experiments (cell culture, passage, cryopreservation, screening, cell sorting) ・Molecular biology experiments (cDNA library preparation, next generation sequencer and microplate reader operation) ・Medium preparation (reagent weighing, liquid preparation) ・Organizing experiment-related documents (SOP creation, organizing contracts/slips, etc.) ・Laboratory environment maintenance (daily equipment inspection, cleaning and cleanup, waste liquid treatment, inventory management and ordering of reagents and consumables, etc.) ・Others (document sending, receiving shipments, etc.) Additionally, depending on your past experience, you may be asked to take charge of research work related to cell culture and molecular biology (construction of experimental systems, etc.). Our research projects include [A] in-house research projects and [B] research projects conducted jointly with other companies. [A] In-house research project Research and development of cell control technology that integrates single-cell/large-scale transcriptome analysis technology and cell culture optimization technology (Example of research project) ・Research to improve the throughput of single-cell/large-scale transcriptome analysis technology by an order of magnitude or more ・Research to build a cell culture system in a microscopic space, a micro-volume medium preparation system, and a multifaceted cell evaluation system to improve culture condition screening throughput by more than two orders of magnitude compared to the current level. ・Research to acquire genetic profile data and metadata of "multiple types of cell lines x various cell states" and promote the construction of our own integrated database ・Research to advance elemental technologies through laboratory automation and significantly improve the data acquisition process [B] Research project conducted jointly with other companies Joint research with other companies and contract research in the drug discovery and regenerative medicine fields using our own technology (Example of research project) ・Phenotypic drug discovery and clinical biomarker search using single-cell/large-scale transcriptome data ・Searching for quality markers for cell medicines and optimizing culture conditions using single-cell/large-scale transcriptome technology The specific work content and scope of discretion will be discussed during the interview. Depending on suitability, etc., we may order you to transfer to work specified by the company.

Occupation

Drug discovery research field (Researcher: Biology)

Our mission is to "create unique drugs as quickly as possible," and we aim to create new drugs in disease areas with high unmet needs. We will take on the challenge of drug discovery and development using our unique approach from cell big data obtained by making full use of large-scale transcriptome analysis technology and advanced cell culture technology. We are looking for researchers who are motivated to save many patients through next-generation drug discovery and contribute to improving the quality of life. Specifically, you will be responsible for the following tasks: ・Identification of drug discovery target molecules, acquisition of biomarkers ・Construction of in vitro and in vivo systems to increase the efficiency of obtaining proof of concept (POC) ・Creation of clinically viable drugs not only for small molecules but also for new modalities, etc. There are also opportunities for joint research with other companies (including academia). Depending on suitability, etc., we may order you to transfer to work specified by the company.

Occupation

Cloud development engineer (SE)

As an engineer, you will be involved in projects such as the development of various web/smartphone services for major and famous companies as clients, and the launch of new business services for client companies. In addition to business systems that utilize the cloud, we also have a wide range of projects that involve cutting-edge technologies such as IoT and AI. Additionally, our customers come in a variety of sizes and industries, including large and small businesses. Most of the projects are prime projects, and depending on the project, you can participate from the planning and design of the service. Projects are made up of 3 to 10 people, who often propose everything from service concepts to usage technologies, allowing you to expand your technical range as an engineer. "Would you like to work with us to help create new digital services that don't exist in the world yet?"

Occupation

Data scientist, IT consultant position

The data scientist and IT consultant positions at Mamezou Co., Ltd. are positions where you will be active in the AI/data science field (digital strategy support business). We support the promotion of DX for a wide range of customers regardless of industry, including finance, trading companies, manufacturing, and various manufacturers. The type of support we provide depends on the customer's issue. Not only data analysis and data utilization, but also AI, machine learning, IoT, and all other technological elements, what is best for the customer and what is necessary? We may investigate and make proposals on what should be done to make these things stick, or we may build a system to give form to what the customer envisions. In addition to being flexible in your thinking, you also need steady work such as research, and the ability to listen and make proposals to understand what customers really need. First, you will gain experience in a team of multiple people, including senior consultants.

Occupation

Embedded/robot engineer position

The embedded/robot engineer position at Mamezou Co., Ltd. is a position where you will be active in the embedded/robot field (engineering solution business). This is a technical job related to robot development and embedded software. Mamezou develops robots, but is not a robot manufacturer. We have various elemental technologies related to mechanics, software, electronics, and robots, and are able to connect robot manufacturers and robot users, and to be involved in a wide range of robot-related tasks while collaborating with each customer. At first, you can get involved in the work based on your strengths and pursue those areas, or you can expand your areas of expertise by getting involved in areas you have no experience with.

Occupation

biotech engineer

・Planning and execution of joint development with external researchers ・Collect information on future technologies and new applications related to basic/drug discovery/medical fields (pathology/ART) ・Principle verification experiment of technology using biosamples

Occupation

In charge of research and development related to decarbonized fuel usage technology

【overview】 Towards a decarbonized society in the off-road field, the Yanmar Group aims to develop hydrogen, etc. for a variety of applications, including mobility fields such as ships, agricultural machinery, and construction machinery, and stationary facilities fields such as generators and air conditioners. You will be in charge of research and development regarding utilization technology of decarbonized fuel (CF/CN fuel). [Responsible duties] (1) Research and development on the selection of CF/CN fuels that can be used in the operating environment of each application, as well as energy storage, energy reforming, energy conversion, exhaust after-treatment, etc. according to the fuel. (2) Strategy planning [Rewarding work] ◆Since we are in charge of a wide range of fields with a small number of people, each person is given a wide range of discretion, which makes the job more rewarding. ◆In the immediate past, you can be involved in next-generation product development, and in the long term, you can be involved in technology development that looks ahead to the next 10 years, allowing you to gain a broad perspective.

Occupation

In-house SE (system engineer) in the HPC business division

Job overview You will be asked to carry out either offensive or defensive duties. Aggressive IT: Implementation of various systems based on supply chain reform strategies, chain coordination/visualization of demand/improvement of ROIC and business processes by realizing management innovation that captures signs of fluctuations in manufacturing sites and swiftly adjusts production, sales, and inventory. Reform, redesign, efficiency and labor saving of business processing, etc. Defensive IT: Stable operation and maintenance of operating systems owned by business departments, factory IT infrastructure and applications, sophistication and increased value provided through continuous improvement, user support (help desk), IT-BCP and IT control support (internal control) ), cloud lift/shift of operating systems, etc. Scope of change: All duties will be reassigned Business details Offensive IT: Participation in multiple projects related to supply chain/engineering chain reform/redesign based on the business division's digital strategy (as a PL or member) Defensive IT: Stable operation operations such as ITSM (ITIL) for various systems in operation, IT-BCP formulation, IT control support (internal control), system updates, version upgrades, legal and regulatory compliance, IT/OT security measures, etc.

Occupation

Development of new technologies related to carbon neutrality

Job overview You will be involved in the investigation, research and development, and patent applications of new technologies that contribute to carbon neutrality, focusing on CO2 separation and recovery and conversion technology to synthetic fuels. Scope of change: All duties will be reassigned Business details ・Development of elemental technologies related to carbon neutrality (principle verification, technology identification) ・Development of materials and processes for commercialization ・Obtaining rights through patents on developed technology ・Search for new technology

Occupation

Numerical AI Development Group Manager

■Job details In order to acquire, promote, and manage R&D projects that deal with numerical AI (prediction/optimization) and strengthen the organizational structure, you will be mainly responsible for the following tasks while working with the R&D manager, deputy manager, and other group managers. . - Direct, manage, and evaluate about 10 group members jointly with one other leader. - Collaborate with sales members to understand client needs and propose research and development projects to clients. - Understand and manage the status of multiple individual projects (approximately 5 projects) managed by each site leader from a bird's-eye view. (Addition and reduction of people, goods, and money / Decision-making to appropriately delegate and intervene in project promotion work) - Provide guidance and training to group members (especially on-site leader class for individual projects). (*) We do not assume that you will be in charge of practical tasks such as coding. I look forward to being able to provide technical advice from a high perspective.

Occupation

[Executive candidate] Image AI engineer

《Providing an all-in-one visual inspection AI solution from implementation consideration to operation》 Depending on your experience and desire, you will be responsible for the following tasks: ■Team management We will manage the visual inspection team to carry out the project. ■Introduction of appearance inspection system We carry out integrated projects from requirements definition, development, and implementation to meet our customers' challenges. 《Image of work after joining the company》 You will carry out work in areas where your strengths can be utilized, as well as carry out the practical implementation of visual inspections and team management while acquiring skills and knowledge about hardware, etc. related to visual inspections. In the future, we expect him to play a role in leading the business as a site manager, product leader, business manager, or other position.

Occupation

Image AI engineer

Detailed job description can be found below. https://esa-pages.io/p/sharing/15965/posts/703/1b0009195b3b506c9d81.html 《Providing an all-in-one visual inspection AI solution from implementation consideration to operation》 Depending on your experience and desire, you will be responsible for the following tasks: ■Introduction of appearance inspection system We carry out integrated projects from requirements definition, development, and implementation to meet our customers' challenges. ■Algorithm development work Aiming for high speed and high accuracy, we will improve the detection algorithm by using image processing and machine learning and incorporating the latest technological trends. ■AI training and consulting Based on our deep understanding of machine learning, we provide instructions and consulting for introducing AI. 《Image of work after joining the company》 Additionally, you will be required to carry out work in areas where your strengths can be utilized, as well as acquire technology and knowledge regarding hardware, etc. related to visual inspections, while proceeding with system implementation. 《Step-up training plan》 We will formulate an optimal training plan for our members and have them step up to become an AI engineer capable of proposing hardware and software in as little as one year.

Occupation

Business Development: Project Manager

■About EAGLYS We were established in December 2016 with the mission of "securely utilizing all data and turning it into value." We are developing a business that ``securely collects data'' and ``turns data into value.'' The secure computing platform that we provide, which can collect, analyze, and process AI data while encrypting it, contributes to the realization of secure data utilization within group companies and between companies. Since its establishment, we have won awards as shown here and have a track record of collaboration with enterprise companies including JR East, Toshiba, Mitsui & Co., and SAP Japan. ・Won the Excellence Award at the “Tokyo Venture Company Championship” sponsored by the Tokyo Metropolitan Government. ・Forbes JAPAN Rising Star Award ・ICT SPRING EUROPE 2019 Winner ・Small and Medium Enterprise Agency Commissioner Award at Japan Venture Awards 2020 ・EY Innovative Startup 2020 ・Winner of GET IN THE RING World Competition Financial/Regulated Industry Category ■Job details (immediately after employment) ・Project-based AI development, implementation, maintenance, and evaluation verification ・Lead the technical aspects of the project, including proposals to clients and model development ・Project management and direction for in-house services ・Design of datasets in line with AI prerequisites/processing requirements/environmental conditions, etc. ・Design and implementation verification of AI algorithms based on original papers ・Research on related technologies ・Selecting each technology related to the above ・Research and development of new technology and product application ・Management of team members (Scope of change) All operations within the company

Occupation

machine learning engineer

[Responsibilities of the recruitment position] To achieve our mission, you will develop machine learning algorithms to solve domain issues. In addition to developing machine learning technology for use in the next-generation mobility field, you will also work with the leadership class to identify technical issues and formulate plans to resolve them. *This position is recruiting engineers for the AI ​​Development Department, which primarily conducts contracted development projects. There are attractions such as the fun of introducing completely new products, concepts, and technologies to the world, and the experience and growth opportunities that can be gained by working in a rapidly growing organization. <Details> As a machine learning engineer, you will solve domain issues and develop technology that leads to new value creation. Phases in charge: In collaboration with external parties, we define requirements, conduct technical research, develop and verify machine learning to solve problems (operation and maintenance is not our responsibility). [Specific job details] ・Development of algorithms to process various sensor data ・Method research, implementation, and evaluation experiments for domain issues ・Research and implementation based on papers, devising and implementing original methods ・Reducing weight and optimizing machine learning models to run on edge devices ・Written record of the above process, summary with slides ・Model design, experiment management, evaluation result summary, next action arrangement, etc.

Occupation

Machine learning engineer (leader class)

【mission】 “Making it possible to use software to handle all kinds of information in the real world.” Developing and verifying cutting-edge technology that contributes to solving market issues, focusing on machine learning that processes real-world data. 【overview】 To achieve our mission, you will lead the development of machine learning algorithms to solve domain issues. This is a position where you will contribute not only to development work but also from a leadership position, such as identifying technical issues and formulating plans to resolve them in internal and contracted projects. 【detail】 Phases in charge: Requirement definition, technical research, development, and verification regarding machine learning algorithms to solve domain issues (operation and maintenance are not in charge) ・Lead development in a leading position while communicating with team members ・Carry out technical communication with external stakeholders and adjust expectations. ・Develop algorithms to process various sensor data ・Identify ambiguous domain requirements as clear issues ・Method research, implementation, and evaluation experiments for domain issues ・Research and implementation based on papers, and devising and implementing original methods ・Reducing and optimizing machine learning models to run on edge devices ・Model design, experiment management, evaluation results summary, next action arrangement etc.

Occupation

R&D AI Research Engineer

▼Role of AI research engineer In the brain health care field, we deliver technology solutions for all health phases, from pre-symptomatic to post-symptomatic. We plan and develop a wide range of products, from data platforms that encourage preventive behavior among healthy users (consumers) to medical device programs (SaMD) that deliver timely and appropriate medical services before and after the onset of dementia. I am. Although we are a young venture, we are able to deliver a variety of products to the world that solve the world's problems through technology, and this is due to the contributions of each and every member who shares a unique vision. We believe that AI research engineers will play an important role in further accelerating our business based on what we have built up since our founding. The main role of the AI ​​Research Engineer is to lead the research and development of image processing technology necessary to solve medical problems. In particular, the use of machine learning is considered to be a promising field in the field of brain image processing, and the most suitable image processing technology is selected from the latest image processing knowledge including machine learning, and image processing is carried out in both the research phase and the commercialization phase. We would like you to take the lead in the technical aspects of technology. ▼Specific work content [Immediately after hiring] ・Development of image processing technology using machine learning to solve clinical issues ・Technical leadership in joint research and commercialization projects ・Implementation of image processing engines into prototype software and programmed medical devices, development and evaluation of evaluation methods [Scope of change] General operations specified by the company

Occupation

Machine learning engineer [Medical x AI venture/in-house service]

■Business content ・Development of image analysis algorithms for medical and life science fields, etc. ┗ Some data analysis services other than images are also available. ・Research and study of related algorithms, devising and inventing new algorithms, and implementing them ・Technical presentation to internal and external stakeholders ・Conference presentations and paper presentations on research and development results *Depending on suitability, there is a possibility of changes to the duties specified by the company.