Work Detail
What you will be entrusted with
As a specialist in the AI business, we are promoting the AI revolution by introducing AI solutions to various industries and creating new value. We use machine learning such as deep learning to develop predictive and optimization analysis algorithms, big data analysis, and algorithms, and apply them to various industries such as construction and finance.
While identifying the issues in the world, we will design and plan from a technical perspective how to approach AI in each industry and lead the project.
Details of work
(Immediately after hiring)
・Solving business problems
・Designing appropriate issues that contribute to value creation
・Discovering and providing facts and insights based on data
・Data analysis work based on general data analysis skills such as machine learning
・Project management of data analysis work and PoC
HEROZ's strength is bringing the latest technology, AI, to Japan's leading industries such as finance, construction, energy, manufacturing, and entertainment, and supporting the creation of value in new businesses.
We have top-class engineers in the industry, and you can work freely as one team.
In addition to BtoB, you will also be in charge of projects that will drive BtoC business using Shogi Wars' own data.
(Scope of change)
General duties as determined by the company outside of our corporate positions
Ideal Profile
Required skills and experience
(Motivation is important, but it is not necessary to be familiar with everything)
- Have a strong curiosity and passion for solving business problems and creating value based on data
- Familiar with the basic theoretical systems of mathematics and statistics in general
- Basic knowledge of data analysis using Python
- Experience in implementing and leading data analysis projects and PoC projects
- Data analysis, designing issues and KPIs for business use
- Designing and implementing dashboards and charts
- Experience in explaining analysis results to stakeholders in cooperation with the business side
- Experience in analytical work related to mathematical statistical modeling
- Able to help improve operations sequentially and provide new insights
- Experience in managing data analysis projects and PoC projects for corporate customers
Welcome skills and experience
- Knowledge of cloud environments and data infrastructure organization and construction, such as building and managing data lakes and data warehouses
- Ability to design advanced analyses and perform analytical tasks using knowledge of Bayesian statistics and statistical causal inference.
- Ability to have a broad business background and be adept at using statistical methods to improve decision-making and quantify and measure business impact.
- Experience designing workflows related to MLOps and DevOps and able to implement machine learning models into work.
- Experience in team development (version control using Git, etc., CI operation, code review).
- Practical experience in AI development projects.
- High scores or top rankings in data analysis and AI development competitions such as Kaggle.
- PhD and experience working in a research institute.
- Experience in international papers related to AI and data science (IJCAI, AAAI, NeurIPS, ICML, KDD, etc.).
- Experience in team code development (coding with awareness that others will see).
- Experience using and understanding CDP/DMP.
- Experience using and understanding BI tools.
・Experience or knowledge of designing data lakes and data warehouses
Desired profile
★If you agree with our company's management philosophy, vision, mission and values, please apply!
Someone who sees potential in artificial intelligence
Someone who can independently find and complete problems
Someone who can pursue expertise with a user-oriented mindset
Someone with strong communication skills
Someone who enjoys numerical analysis
Someone who is persistent and can see things through to the end
Someone who is curious and constantly collects and studies technical information
