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Machine Learning Engineer

Job Description

We are Siemens

Siemens DISW is a world-leading provider of product lifecycle management and manufacturing operations management software. We help thousands of companies realise innovation by optimising their processes, from planning and development through manufacturing, production and support. Siemens DISW is a business unit of the Siemens Digital Industries Division. Driven by a deep understanding of what it takes to deliver successful products.

Help our customers transform their business with our world-leading technology!

Tessent Embedded Analytics is a pioneering developer of analytics and monitoring technology at the heart of the systems-on-chip (SoCs) that power today’s electronic products. Our embedded analytics technology allows product designers to add advanced cybersecurity, functional safety and performance tuning features; and it helps resolve critical issues such as increasing system complexity and ever- decreasing time-to-market.

Requirements:
  • Career background and/or education in technology (electronics, telecoms, manufacturing) with enough time in a practical data science role, but not forgetting the technology world: what we need and why
  • Comfortable with deep learning and statistical learning methods and algorithms and familiarity with feature engineering
  • Experience with using Python and relevant libraries (TensorFlow, Pandas, NumPy, scikit-learn, diagramming packages to name a few)
  • Experience with C/C++[11/14], for implementing machine learning algorithms “on the edge”
  • Understanding of data handling (databases, data storage, serialisation languages like XML, YAML)
  • Experience with creating data visualisations
  • Ability to understand complex products, solutions, and problems
  • A real demonstrable desire to get things done and to advance both ours and our clients’ businesses forward
  • An understanding and interest in the world of silicon would be an advantage
  • Ability to work independently including evaluating different solutions to a problem
  • High level of proficiency and technical expertise; a curious and analytical approach
  • Industrial experience: mid-level
Responsibilities:
  • Investigate and develop machine learning models working on data provided by Embedded Analytics hardware and other low-level sources close to the SoC; models will be applied in the areas of performance monitoring, cybersecurity, functional safety, anomaly detection (to name a few)
  • Design models for deployment on the edge (embedded) or in the cloud or a combination of these
  • Conceptualize, design, develop, modify, and implement machine learning applications and frameworks (both internal and external)
  • Document the work being done (concepts, requirements, design)
  • Work with software designs which may involve complicated workflows or multiple product areas
  • Make sure the created source code conforms to coding standards (both internal and external)
  • Ensure the functional quality of these applications on all required platforms
  • Work with general supervision on complex projects with latitude for independent judgment

At Siemens we are always challenging ourselves to build a better future. We need the most innovative and diverse Digital Minds to develop tomorrow’s reality. Find out more about the Digital world of Siemens here: www.siemens.com/careers/digitalminds

Join our Digital World

We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, colour, national origin, sex, gender, gender expression, sexual orientation, age, marital status, veteran status, or disability status.

We offer a comprehensive reward package which includes a competitive basic salary, bonus scheme, generous holiday allowance, pension, private healthcare and actively support working from home.

We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform crucial job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.

At Siemens, we are always challenging ourselves to build a better future. We have some of the most inquisitive minds working across the world, re-imagining the future and doing outstanding things. Join our Talent Community today and let's stay connected in areas that interest you: https://new.siemens.com/global/en/company/jobs/digital-minds.html

Siemens Software. Where today meets tomorrow #DISW


Organization: Digital Industries

Company: Siemens Electronic Design Automation Ltd

Experience Level: Experienced Professional

Job Type: Full-time

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