SciPy – Who Needs Engineers https://whoneedsengineers.com/wne_live Software Engineering Recruitment Tue, 08 Oct 2024 18:00:01 +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 SciPy – Who Needs Engineers https://whoneedsengineers.com/wne_live 32 32 Junior Machine Learning Engineer https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/junior-machine-learning-engineer-4/ Tue, 08 Oct 2024 18:00:01 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/junior-machine-learning-engineer-4/ Junior Machine Learning Engineer

Job Description:

    Are you ready to embark on an exciting journey in the world of machine learning? We are seeking a passionate Junior Machine Learning Engineer to join our dynamic team in Leipzig. In this role, you will be instrumental in developing innovative end-to-end solutions that enhance the customer experience across various digital products. Our client is a large company with a strong presence in Germany, known for its commitment to e-commerce and cutting-edge technology. You will work in a collaborative environment characterized by agile processes and flat hierarchies, allowing for rapid professional growth and development. If you have a keen interest in applying machine learning algorithms to solve real-world problems and optimize products, this position is for you.

IT Languages:

  • Python

As a Junior Machine Learning Engineer, you will collaborate with a talented team to deliver high-performing data applications and machine learning models.:

    Develop and optimize machine learning operations (ML Ops) to enhance workflow efficiency;; Create and refine models utilizing machine learning and self-correcting algorithms in various domains, including natural language processing and recommender systems;; Structure, program, and implement performance-oriented logics for data applications;; Integrate updated models and optimizations into production systems;; Transform business use cases into technical concepts and system architectures;; Prepare and cleanse data from multiple sources such as AWS, databases, and Google Analytics

Spoken Languages:

  • German;; English

Skillset:

  • Pandas
  • SKLearn
  • SciPy
  • Pytorch
  • Tensorflow

Soft Skills:

  • Creativity
  • Curiosity
  • Team collaboration
  • Communication

Qualifications:

  • Bachelor’s degree in Data Science, Computer Science, Mathematics, Physics, or Statistics
  • Hands-on experience in data science projects, with a focus on ranking and recommendation systems
  • Proficient in the Python data science stack including Pandas, SKLearn, and SciPy
  • Familiarity with deep learning frameworks such as Pytorch and Tensorflow

Years of Experience:

    1

Location:

    Germany

Job Benefits:

  • Flexible working hours with a hybrid model of three days in-office and two days remote
  • Support for personal and professional growth through ongoing training and feedback sessions
  • Attractive and performance-oriented salary package with annual bonuses
  • Fitness cooperations and subsidized company bicycle leasing
  • Agile work environment in small teams fostering a strong team spirit
  • Ergonomic workplace with modern equipment from day one

Working Conditions:

    Hybrid

Employment Type:

    Permanent Contract

Company Culture:

  • The company promotes a culture of innovation and collaboration, encouraging employees to share knowledge and work together in a supportive environment. Team members are empowered to take initiative and contribute to exciting projects that impact the overall business.

Opportunities For Advancement:

  • Access to continuous learning and professional development opportunities, Potential for career progression within the data science community, Engagement in interdisciplinary projects that broaden skill sets

Visa Sponsorship:

    Available
]]> Working Student Data Science https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/working-student-data-science-2/ Thu, 26 Sep 2024 08:40:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/working-student-data-science-2/ Working Student Data Science

Job Description:

    Are you eager to apply your skills as a working student in the field of Data Science within a startup that offers an innovative product? If you are ready to take on responsibility and contribute meaningfully, this is the perfect opportunity for you. We are looking for someone who is enthusiastic about exploring data, conducting initial analyses on new machine data, and experimenting with various machine learning methods. You will play a key role in developing and enhancing automated data processing pipelines and contributing to the development of AI techniques in areas such as explainable AI, unsupervised learning, or domain adaptation. This is a great chance to immerse yourself in a dynamic work environment where your ideas and contributions can directly impact the success of our projects.

IT Languages:

  • Python

As a working student, your responsibilities will encompass a range of tasks that are crucial for data exploration and machine learning.:

    Conduct data exploration and preparation;; Perform initial analysis of new machine data;; Test and compare various machine learning approaches;; Build and further develop automated data processing pipelines;; Contribute to the development of AI methods in areas such as explainable AI, unsupervised learning, or domain adaptation

Spoken Languages:

  • English;; German

Skillset:

  • Python
  • Pandas
  • NumPy
  • SciPy
  • TensorFlow
  • PyTorch
  • scikit-learn

Soft Skills:

  • Team player
  • Innovative thinking
  • Strong communication skills
  • Adaptability

Qualifications:

  • Strong experience with Python and relevant libraries including Pandas, NumPy, SciPy, TensorFlow, PyTorch, and scikit-learn
  • Proficiency in either German or English
  • Solid foundation in statistics and stochastic processes
  • Basic understanding of sensors and sensor data (not mandatory)
  • Advanced studies in Computer Science, Mathematics, Statistics, Physics, or related fields (applications from other fields are welcome)

Years of Experience:

    0

Location:

    Hamburg, Germany

Job Benefits:

  • Flexibility to work from home or at the office
  • Insight into one of the most exciting industries with a cutting-edge product
  • Collaborative and friendly colleagues
  • Opportunity to actively shape the success of a startup and realize your own ideas
  • Dynamic environment with short decision-making paths
  • Chance to take on responsibility quickly and enhance your practical experience

Working Conditions:

    Part Time

Employment Type:

    Internship

Company Culture:

  • The company promotes a culture of innovation, collaboration, and openness, where every team member's contributions are valued and encouraged. The atmosphere is energetic, allowing for rapid idea implementation and personal growth.

Opportunities For Advancement:

  • Mentorship opportunities, Potential for full-time employment after graduation, Skill development workshops

Visa Sponsorship:

    Available
]]> Junior Data Scientist https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/junior-data-scientist-3/ Mon, 16 Sep 2024 19:00:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/junior-data-scientist-3/ Junior Data Scientist

Job Description:

    We are seeking a passionate and skilled Junior Data Scientist to join our innovative team. In this role, you will collaborate with engineers, product managers, and business partners to tackle algorithmic challenges by brainstorming solutions and recommending effective strategies. You will develop algorithms in an iterative manner, carefully balancing complexity to address current business needs while allowing for future enhancements. Your role includes defining success metrics for your models to measure their impact over time, as well as communicating your findings effectively to drive continuous improvements across teams. You will work alongside Software Engineers to implement scalable algorithms in production and engage with stakeholders to prioritize projects and establish clear requirements. Additionally, you will analyze data generated by our hardware systems and create insightful visualizations to communicate your discoveries. As part of our team, you will contribute to our internal libraries, assisting other teams with their data science needs, including visualization, prediction, optimization, and inference.

IT Languages:

  • Python
  • SQL

As a Junior Data Scientist, you will take on various responsibilities that include both collaborative and independent tasks aimed at developing and implementing data-driven solutions.:

    Collaborate with cross-functional teams to identify and solve algorithmic challenges;; Iteratively develop algorithms to meet business requirements;; Define and measure success criteria for data models;; Communicate findings and promote data-driven improvements;; Work with Software Engineers to implement scalable solutions;; Analyze data and create compelling visualizations;; Contribute to internal libraries for data science applications

Spoken Languages:

  • English;; Spanish

Skillset:

  • Python
  • Pandas
  • NumPy
  • SciPy
  • Matplotlib
  • Data modeling
  • Statistical analysis
  • Optimization techniques

Soft Skills:

  • Problem-solving
  • Team collaboration
  • Effective communication
  • Adaptability
  • Time management

Qualifications:

  • Advanced proficiency in Python
  • Experience with data analysis libraries such as Pandas, NumPy, SciPy, and Matplotlib
  • Strong understanding of data modeling and statistical analysis
  • Knowledge of optimization and predictive modeling techniques
  • Ability to translate complex problems into algorithmic solutions
  • Excellent communication skills for both technical and non-technical audiences
  • Self-motivated with the ability to manage multiple projects

Years of Experience:

    1

Location:

    Europe

Job Benefits:

  • Flexible working hours
  • Health insurance
  • Professional development opportunities
  • Collaborative work environment
  • Access to the latest tools and technologies

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • Our company values innovation, collaboration, and continuous improvement. We foster a culture where team members are encouraged to share their ideas, challenge the status quo, and work together to develop cutting-edge solutions.

Opportunities For Advancement:

  • Career progression to Senior Data Scientist, Opportunities to lead projects, Mentorship programs

Visa Sponsorship:

    Available
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