机器学习开发工程师
Machine Learning Developer
作为机器学习开发者,你将设计和开发支持自动化数据驱动决策的平台和框架,收集数据,并确定系统可以用来从经验中学习、预测结果并做出决策的统计算法和模型。
职位描述
- 与数据科学家合作,开发用于训练和运行模拟的算法和工具
- 构建通过模拟与机器学习模型交互的服务
- 参与代码审查以确保代码质量并分享最佳实践
- 开发托管训练模型的服务,并与其他应用团队合作将其集成到业务流程中
- 收集和分析大型数据集并开发数据模型管道
- 开发驱动自动化数据驱动决策的算法
- 构建监控机器学习应用程序性能的工具
职位要求
最低要求
· 软件开发、计算机科学、算法设计、人工智能或机器学习相关专业的硕士学位,或同等经验
优先考虑
· 1年机器学习经验,使用过Scikit-learn、TensorFlow、Caffe、Keras等库
- 1年处理大型数据集(结构化和非结构化)的经验
- 1年编程经验,包括Java、Scala、C/C++或Python
- 1年使用Hadoop生态系统(Apache Hive、Pig、HBase和Kafka)的经验
- 1年使用分布式计算平台(如Spark)和用户界面框架(如Angular或React)的经验
- 1年使用云服务提供商(如AWS或Azure)的经验
- 软件开发、计算机科学、算法设计、人工智能或机器学习相关专业的博士学位,或同等经验
- 熟练使用Microsoft Office套件
- 强大的面向对象编程技能,包括对Java、Scala、C/C++或Python的熟练掌握
- 了解大数据
查看英文原文
As the Machine Learning Developer, you'll design and develop the platform and frameworks that facilitate automated data-driven decision-making, gathers data, and determines statistical algorithms and models that a system can use to learn from experience, predict outcomes and make decisions.
About the role
- Collaborate with data scientists to develop algorithms and tools for training and running simulations
- Build services to interact with machine learning models through simulations
- Participate in code reviews to ensure code quality and share best practices
- Develop services that host the trained models and work with other application teams to integrate them into business processes
- Gather and analyze large datasets and develop data model pipelines
- Develop algorithms that drive automated data-driven decision-making
- Build the tools for monitoring the performance of machine learning applications
Aboutyou
Minimum Qualifications
· Master’s degree in software development, computer science, algorithm design, artificial intelligence, or machine learning or equivalent experience
Preferred Qualifications
- 1 year of experience in machine learning and using libraries such as Scikit-learn, TensorFlow, Caffe, Keras, etc.
- 1 year of experience working with large datasets, structured and unstructured
- 1 year of programming experience, including Java, Scala, C/C++, or Python
- 1 year of experience with the Hadoop ecosystem (Apache Hive, Pig, HBase and Kafka)
- 1 year of experience with distributed computing platforms, such as Spark, and user interface frameworks, such as Angular or React
- 1 year of experience with cloud computing providers such as AWS or Azure
- Ph.D. in software development, computer science, algorithm design, artificial intelligence, or machine learning or equivalent experience
- Proficiency in the Microsoft Office suite
- Strong object-oriented programming skills, including proficiency in Java, Scala, C/C++ or Python
- Knowledge of big data
What you’ll get
Our team members fuel our strategy, innovation and growth, so we ensure the health and well-being of not just you, but your family, too! We go above and beyond to give you the support you need on an individual level and offer all sorts of ways to help you live your best life. We are proud to offer eligible team members perks and health benefits that will help you have peace of mind. Simply put: We’ve got your back. Check out our full list of Benefits and Perks.
About us
Rocket Innovation Studio (RIS) launched in 2019 and has gone on to make its mark in the Canadian fintech industry. Headquartered at 156 Chatham Street in Windsor, Ontario, the company renovated the historic building which began as an auto showroom and garage before becoming a furniture store, the Old Fish Market, the Coach and Horses Pub, and the Loop.
With the backing of Rocket Companies®, RIS is able to capitalize on the creativity and growth of a startup environment with the stability and enterprise experience of a mature company. At RIS, Canadian talent is able to collaborate, design, build, test and return a full range of custom IT solutions. RIS is leading the charge to make Windsor Canada's tech hub. Apply today to join a team that offers career growth, amazing benefits and the chance to work with leading industry professionals.
This job description is an outline of the primary responsibilities of this position and may be modified at the discretion of the company at any time. Decisions related to employment are not based on race, color, religion, national origin, sex, physical or mental disability, sexual orientation, gender identity or expression, age, military or veteran status or any other characteristic protected by state or federal law. The company provides reasonable accommodations to qualified individuals with disabilities in accordance with applicable state and federal laws. Applicants requiring reasonable accommodations in completing the application and/or participating in the application process should contact a member of the Human Resources team, at .
This posting is for an existing vacancy for a Machine Learning Developer at Rocket Innovation Studio. The compensation for this position is $103,250.00-$153,250.00. The position may also be eligible for an annual bonus, incentives, and other employment-related benefits including, but not limited to, medical, dental, and vision benefits, retirement plan, and paid time off. More information regarding these benefits and others can be found here. The information regarding compensation and other benefits included in this paragraph is only an estimate and is subject to revision from time to time as the Company, in its sole and exclusive discretion, deems appropriate. The Company may determine during its review of the proposed compensation and benefits provided for this position, that the compensation and benefits for such position should be reduced. In no event will the Company reduce the compensation for the position to a level below the applicable jurisdictional minimum wage rate for the position.
Our Talent Acquisition team uses artificial intelligence to assist in screening, assessing, or selecting applicants. Our hiring process is never completely automated and uses AI in conjunction with our recruiting and talent acquisition professionals.
Originally posted on Himalayas