Signal processing – Who Needs Engineers https://whoneedsengineers.com/wne_live Software Engineering Recruitment Sun, 22 Sep 2024 11:20:02 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.2 https://whoneedsengineers.com/wne_live/wp-content/uploads/2023/06/cropped-wne_logo-3-32x32.png Signal processing – Who Needs Engineers https://whoneedsengineers.com/wne_live 32 32 Data Scientist https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/data-scientist-6/ Sun, 22 Sep 2024 11:20:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/data-scientist-6/ Data Scientist

Job Description:

    Join our innovative development team where we are dedicated to extracting valuable insights from data. As a Data Scientist, you will leverage cutting-edge tools in the fields of big data, high-performance computing, and artificial intelligence, particularly deep learning, to deliver solutions that enhance the safe operation of critical infrastructures. You will be part of a collaborative and agile environment that emphasizes knowledge sharing across various departments. Our team is committed to continuous learning and improvement, ensuring we are well-prepared for future challenges. You will play a vital role in developing algorithms that detect and classify objects from data gathered by our advanced pipeline inspection devices, while also engaging with the latest technological trends and methodologies in data science.

IT Languages:

  • Python
  • C++
  • Java

As part of your role, you will engage in various tasks that contribute to the development and application of data science techniques in our projects.:

    Develop algorithms for the detection and classification of objects using data from pipeline inspection devices;; Co-design and utilize technological advancements in artificial intelligence, high-performance computing, and big data;; Collect, prepare, process, and analyze large and diverse data sets;; Develop algorithmic methods in signal processing, machine learning, and computer vision, incorporating third-party components;; Deliver algorithms and intelligent services as minimum viable products focusing on customer experience;; Collaborate across disciplines to integrate algorithms into software applications

Spoken Languages:

  • English;; German

Skillset:

  • Data mining
  • Machine learning
  • Algorithm development
  • Signal processing
  • Computer vision

Soft Skills:

  • Team-oriented
  • Independent worker
  • Structured approach to tasks

Qualifications:

  • Degree or doctorate in information technology, physics, mathematics, computer science or a related field
  • Strong foundation in applied mathematics including linear algebra, optimization methods, and stochastics

Years of Experience:

    3

Location:

    Lingen, Lower Saxony, Germany, EU

Job Benefits:

  • Development and career opportunities in a global group
  • Flexible working hours and home office options
  • Informal corporate culture with social events
  • Family-friendly initiatives including bilingual daycare and elementary school
  • Employer-funded pension and capital accumulation benefits
  • Company restaurant and daily fresh fruit
  • In-house sports activities
  • Attractive leasing offers for IT products and bicycles

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • We foster an open and informal corporate culture that values teamwork and celebrates successes through social events. Our workplace is designed to support both professional growth and personal well-being.

Opportunities For Advancement:

  • Career development through training and mentorship, Participation in innovative projects, Access to global opportunities within the company

Visa Sponsorship:

    Available
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Associate Data Scientist https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/associate-data-scientist/ Mon, 16 Sep 2024 09:00:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/associate-data-scientist/ Associate Data Scientist

Job Description:

    As an Associate Data Scientist, you will be a vital member of the Applied Research team within our Research and Development department. Your primary focus will be on utilizing advanced techniques in signal and image processing, alongside machine learning and statistical analysis, to contribute to the design and development of cutting-edge medical devices integrated within the Alpha Informatix ecosystem. This role demands an innovative approach as you work to enhance the algorithms and automation processes that underpin EOS Insight, a comprehensive spine surgery platform, as well as SafeOp Neural InformatiX, an advanced system for intraoperative neuromonitoring. You will collaborate closely with various teams, including marketing and development, to promote the use of data science and automation across our ecosystem. Your analytical skills will be crucial in extracting actionable insights from large, complex clinical and medical imaging datasets to inform algorithm development and guide experimental design. Additionally, you will design and execute experiments, conduct A/B testing, and develop visual dashboards to effectively communicate your findings and continuously monitor performance metrics.

IT Languages:

  • Python
  • MATLAB
  • C++

In this role, you will be responsible for various tasks that support the development and validation of algorithms and analytical tools.:

    Collaborate with cross-functional teams to enhance the integration of algorithms and data science techniques;; Develop, document, and validate machine learning models and software analysis tools;; Analyze large datasets using signal processing and machine learning to derive insights;; Design experiments, conduct A/B testing, and evaluate algorithm performance;; Create methods for data extraction, synthesis, and visualization to facilitate algorithm prototyping;; Communicate scientific findings and project progress to both technical and non-technical stakeholders

Spoken Languages:

  • English;; German

Skillset:

  • Machine learning
  • Signal processing
  • Image analysis
  • Statistical analysis
  • Data visualization

Soft Skills:

  • Strong communication skills
  • Team collaboration
  • Problem-solving ability
  • Adaptability

Qualifications:

  • Bachelor’s degree in a relevant quantitative field such as applied mathematics, engineering, or physics
  • 1-3 years of experience in data science or applied research, preferably in a medical context

Years of Experience:

    3

Location:

    Europe

Job Benefits:

  • Health insurance
  • Retirement savings plan
  • Professional development opportunities
  • Flexible working hours

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • We foster an inclusive and collaborative environment that encourages innovation and professional growth. Our team values diversity and is committed to making a positive impact in the healthcare industry.

Opportunities For Advancement:

  • Career development programs, Mentorship opportunities, Access to advanced training and certifications

Visa Sponsorship:

    Available
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