Senior Machine Learning Engineer
2 semanas atrás
Company: Sigma Software Group
We are looking for passionate Machine Learning Specialists to help design, build, and support our high-quality, innovative video advertising platform.
Excited to innovate with us? We look forward to having you on our team
Project:
Our client helps the television industry to monetize their premium content through a robust technology platform, which enables consumers to view high-quality videos on any device including PC, smartphone, OTT device, set-top box, and traditional TV. The tech platform can handle billions of daily requests, process terabytes of raw daily data, and optimize clients’ business.
You as a Machine Learning Engineer will join the Ad Intelligence and Forecasting team. This role involves looking at the history of the requests and forecasting by leveraging Machine Learning algorithms.
Responsibilities:
- Design new software and web applications, support applications under development, and customize current applications.
- Assist with the software update process for existing applications and roll-outs of software releases.
- Provide technical leadership throughout the design process and recommend practices, procedures, and techniques.
- Research, write, and edit documentation and technical requirements, including software designs, evaluation plans, test results, technical manuals, and formal recommendations and reports.
- Produce technical specifications and determine operational feasibility.
- Develop software verification plans and quality assurance procedures.
- Integrate software components into a fully functional software system.
- Partner with global engineering, product, and operations teams to further incorporate collective innovations.
- Guide and mentor junior software engineers.
- Provide support for the product during on-call rotations to resolve technical issues.
Requirements:
- 5-8 years of hands-on work in Machine Learning and Big Data areas.
- Extensive experience in machine learning algorithms implementation with Python or Scala.
- Experience with data technologies such as Spark, distributed message queue systems (e.g. Kafka), etc.
- Strong knowledge of the AWS Cloud Platform.
- Experience with large system software design and development.
- Experience with distributed systems and mission-critical systems is preferred.
- Demonstrated expertise in problem-solving and technical innovation.
- Strong passion for learning/practicing new technology.
- Knowledge about SDLC, Agile, and Software Engineering Methodology.
- Strong ability and persistence in technical support.
- Strong sense of responsibility, commitment, and proactiveness.
- At least an Upper-Intermediate level of English.
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