Staff Machine Learning Algorithm Engineer

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Job updated about 3 years ago

Job Description

**Job Functions**

- Algorithm Engineer and Distributed System Architectures
- AI / Data Science / Machine Learning Algorithm Optimization
- Build the scalable ML platform to automate ML services.
- R&D Team Lead (3~10 members)

**Your Impact**

- Participate in cutting edge research in machine intelligence and machine learning platform.
- Build the next generation of AutoML and time series forecasting technologies, including automated data cleaning, pre-processing, feature engineering, feature selection, hyperparameter tuning, model training and scoring, stacking, ensembling and deep learning. (We're 110x faster than Google AutoML)
- Partner with product and research teams to identify opportunities for improvement in our current product line (Decanter AI) and for enabling upcoming product lines.
- Develop prototypes, then design and carry out experiments to validate and improve the prototypes.
- Develop solutions for real world, large scale problems.
- Bring the ideas to production.

Requirements

**MoBagel R&D Qualifications**

- Experience building new products that leverage challenging high-performance algorithms.
- Expertise in coding efficient, object-oriented, modularized and quality software.
- Exceptional debugging, testing, and problem-solving skills.
- Knowledge of unit testing, profiling, and code tuning.
- Passion for software development and problem solving.
- High energy, self-starter with aptitude for learning new technologies.
- Be able, and willing, to multi-task and learn, share, and improve technologies quickly.
- Experience with the Decanter AI or other AutoML software products.
- Ability to drive cross team collaborations and ship production features in a fast-paced startup environment.
- Superior communication skills, both verbal and written.
- Customer/end result driven in design and development

**Staff-level Key Qualifications**

- Master’s degree or PhD in Engineering, Computer Science, Statistics and Data Science, Mathematics or a related technical, quantitative field.
(Candidates with a bachelor’s and significant appropriate experience will also be considered.)
- 5 years(PhD)/ 8 years(Master) of relevant work experience in software development or data science related field.
- Expertise with Java/Scala, OOP, Design Patterns, time and space-efficient algorithms
- Experience architecting and developing distributed systems design.

**Preferred Qualifications**

- Experience architecting in Data Science and Machine Learning with a strong proven track record and significant impact.
- Knowledgeable in area pertaining to prediction such as statistics, machine learning for classification and regression, time series forecasting and reinforcement learning
- Proficiency in the mathematics underlying ML including linear algebra, multivariate statistics, information theory and optimization.
- Significant experience optimizing code to be both compute and memory efficient
- Demonstrated expertise working with one or more of the following: Big Data Infrastructure, Distribute System and Job Queue management, Machine Learning System, Time Series Forecasting, Algorithmic Foundations of Optimization, Data Mining or Machine Intelligence (Artificial Intelligence).
- Contributions to research communities/efforts, including publishing papers in machine learning (ICML, AAAI).
- Hands on technical leadership experience leading project teams and setting technical direction. Demonstrated experience providing technical leadership to development teams. (5~20 members)
- Experience motivating others to act by creating a shared sense of vision or purpose, ability to create a compelling vision for the future, communicate clearly, with a collaborative leadership approach.

若有興趣應徵此職位,麻煩填寫此表單,讓我們能夠更了解您:
https://mobagel.com/tw/jobs/#typeform

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About us

Company Overview

MoBagel is a key vendor of a no-code AI/ML platform, as recognized by Gartner in 2020, 2021, and 2022. Decanter AI, the no-code AI/ML platform, empowers data scientists and domain experts to design and build AI solutions together. Through partnerships with key partners such as Dentsu Group, Deloitte and JETRO to build no-code AI solutions together, Decanter AI has quickly accumulated over 100,000 users and is well-positioned to continue driving innovation and growth for sustainability.

MoBagel is a Series A company that has raised over $21 million in funding to fulfill our vision of “Solve with AI, Build Sustainability Together”. Following our mission, we have served over 3,000 brands in various industries, including Fortune 500 companies in manufacturing, healthcare, telecommunications, finance, e-commerce, retail, supply chain and logistics, and digital marketing.

Here are some of the credits that MoBagel has received:

  • Gartner Report - Top 10 Strategic Tech Trends for 2020 : Key Vendor of AI/ML platform
  • UC Berkeley SkyDeck (UC Berkeley’s premier startup accelerator)
  • SoftBank Innovation Program (1st Round Winner)
  • Nokia Innovation Challenge (Top Prize of 400 startups)
  • Microsoft x Coca-Cola Smart Retail Hackathon (1st Prize in Greater China Region)
  • Microsoft Accelerator Beijing (1.89% of 1,000 startups)
  • Plug and Play IoT Expo (1st Prize of 300 startups)
  • Orange Fab Asia - Tokyo
  • Intel AI Builder Program


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