https://whoneedsengineers.com/wne_live Software Engineering Recruitment Fri, 25 Oct 2024 05:30:02 +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 https://whoneedsengineers.com/wne_live 32 32 https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/ai-ml-data-scientist/ Fri, 25 Oct 2024 05:30:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/ai-ml-data-scientist/ AI/ML Data Scientist

Job Description:

We are looking for an exceptional AI/ML Data Scientist to join our innovative team. In this role, you will engage in the development, deployment, and enhancement of machine learning models that address complex business challenges across a variety of sectors. Your work will involve processing and analyzing large datasets to extract meaningful insights that drive business decisions. You will work closely with product managers, engineers, and clients to solve intricate problems related to supply chain optimization, physical system design, and network analysis. This position offers the opportunity to be at the forefront of AI and machine learning advancements, giving you the chance to explore cutting-edge techniques such as physics-informed neural networks, large language models, and generative models to boost our AI capabilities.

IT Languages:

• Python
• SQL

The role encompasses various responsibilities that leverage your analytical and technical skills to drive impactful results in the organization.:

Perform extensive data analysis and model development to derive insights from large datasets;; Design and implement machine learning models for practical applications such as recommendation systems and network dynamics analysis;; Collaborate with data engineers to enhance workflows and automate MLOps processes for efficient model deployment;; Construct models to analyze complex network behaviors and supply chain dynamics, including the formulation of metrics for network performance;; Optimize machine learning models for performance and scalability using advanced optimization techniques;; Facilitate cross-functional collaboration ensuring the smooth integration of models into business applications;; Effectively communicate technical results to both technical and non-technical stakeholders;; Keep abreast of AI/ML developments and research new methodologies to enhance the organization’s AI capabilities

Spoken Languages:

• English

Skillset:

• TensorFlow
• PyTorch
• Python
• NumPy
• SQL
• Tableau
• AWS
• Azure
• Docker
• Kubernetes

Soft Skills:

• Effective communication
• Team collaboration
• Analytical thinking
• Problem-solving

Qualifications:

• BS, MS, or PhD in Computer Science, Data Science, Physics, Applied Mathematics, or related fields
• Strong experience with machine learning frameworks like TensorFlow and PyTorch
• Proven track record in developing and deploying machine learning models at scale

Years of Experience:

5

Location:

United States

Job Benefits:

• Health insurance
• Flexible working hours
• Remote work opportunities
• Professional development
• Retirement plan

Working Conditions:

Remote

Employment Type:

Contract

Company Culture:

• Our company fosters a culture of innovation and collaboration, where every team member is encouraged to contribute their unique ideas and perspectives. We prioritize continuous learning and provide ample opportunities for professional growth. Our team thrives in a supportive environment that values diversity and creativity.

Opportunities For Advancement:

• Leadership training programs, Mentorship opportunities, Access to cutting-edge technology and resources

Visa Sponsorship:

Not Available

]]> https://whoneedsengineers.com/jobs/software-development-and-engineering/software-developer-python/ Thu, 10 Oct 2024 01:00:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/software-developer-python/ Software Developer Python

Job Description:

We are seeking a talented Software Developer with expertise in Python to join a leading company in the plant engineering sector. In this role, you will be responsible for developing a standalone software application that evaluates and analyzes various laboratory experiments according to the specifications provided by laboratory personnel and applicable regulations. You will compile the results generated by the software into a comprehensive experimental report using an internal data platform. Additionally, you will document the developed software and coordinate with engineers to validate the calculations. You will also prepare training materials and manuals for the software and conduct training sessions for laboratory staff, ensuring they are proficient in its use.

IT Languages:

• Python
• C
• C++
• SQL

As a Software Developer, you will engage in various tasks that contribute to the development and implementation of software for laboratory management.:

Develop software in Python for analyzing laboratory experiments.;; Create comprehensive reports based on software outcomes.;; Document software functionality and coordinate validation with engineers.;; Prepare and deliver training materials for laboratory staff.

Spoken Languages:

• English;; German

Skillset:

• Python
• Pandas
• Numpy
• GUI
• matplotlib
• PyInstaller
• cx_freeze
• WinPython

Soft Skills:

• Creativity
• Reliability
• Teamwork
• Independence

Qualifications:

• Completed vocational training in IT or a technical field, preferably with a laboratory background or experience.
• Further training as a technician is an advantage.

Years of Experience:

3

Location:

Germany

Job Benefits:

• Diverse position with good prospects in an international company.
• Flexible working hours within a 35-hour week to promote a healthy work-life balance.
• Excellent transportation connections in Erlangen.
• Comprehensive onboarding process with support from experienced colleagues.
• Collaborative and motivated team atmosphere characterized by collegiality and appreciation.

Working Conditions:

Full Time

Employment Type:

Permanent Contract

Company Culture:

• The company fosters a supportive and collaborative work environment where team members are valued and encouraged to share their ideas. The culture emphasizes fairness, transparency, and a commitment to professional development.

Opportunities For Advancement:

• Potential for career growth within the organization., Opportunities to take on more complex projects., Access to professional development resources.

Visa Sponsorship:

Available

]]> 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

]]> https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/working-student-data-science/ Wed, 25 Sep 2024 23:20:03 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/working-student-data-science/ Working Student Data Science

Job Description:

We are seeking a motivated Working Student to join our Data Science team, where you will have the opportunity to play a pivotal role in various data-driven projects. In this position, you will assist with essential tasks such as data collection, cleaning, and preprocessing, ensuring that our datasets are accurate and ready for analysis. Your analytical skills will come into play as you support statistical analysis and hypothesis testing, contributing to our understanding of complex data sets. You will collaborate with experienced team members on the development and evaluation of machine learning models, gaining hands-on experience in applying advanced techniques to real-world problems. Furthermore, you will help create insightful data visualizations using tools like Power BI, transforming raw data into actionable insights. Documentation will also be a key part of your role, as you contribute to the thorough documentation of our data science projects. Staying current with the latest advancements in data science and contributing to our research efforts will be essential for your personal and professional development. Additionally, you will provide general support to the Data Science team, which includes tasks such as organizing files and scheduling meetings.

IT Languages:

• Python
• SQL

As a Working Student in Data Science, you will engage in various tasks that support the team’s objectives and enhance your learning experience.:

Assist with data collection, cleaning, and preprocessing activities;; Support statistical analysis and hypothesis testing efforts;; Collaborate on the development and evaluation of machine learning models;; Create informative data visualizations using Power BI;; Contribute to the documentation of ongoing data science projects;; Stay updated with advancements in the field of data science;; Provide general support to the data science team, including organizing files and scheduling meetings

Spoken Languages:

• English;; German

Skillset:

• Python
• SQL
• pandas
• NumPy
• scikit-learn
• TensorFlow
• Pytorch
• Microsoft Azure
• Power BI
• matplotlib
• XGBoost
• LightGBM
• PySpark

Soft Skills:

• Teamwork
• Adaptability
• Effective Communication
• Time Management

Qualifications:

• Currently enrolled in a relevant degree program such as Computer Science, Statistics, or Data Science from an accredited university
• Strong analytical and problem-solving capabilities with a keen interest in data-driven insights
• Proficiency in Python and SQL for effective data manipulation and analysis
• Familiarity with data science libraries and frameworks including pandas, NumPy, scikit-learn, TensorFlow, and Pytorch
• Experience with Microsoft Azure for cloud computing and data storage
• Understanding of distributed computing frameworks like PySpark is a plus
• Knowledge of data visualization tools such as Power BI and matplotlib is beneficial
• Solid grasp of statistical analysis and machine learning algorithms like XGBoost and LightGBM
• Excellent organizational and time management skills to balance academic and work commitments
• Strong written and verbal communication skills with the ability to collaborate effectively within a team environment

Years of Experience:

0

Location:

Hamburg, Hamburg, Germany, EU

Job Benefits:

• Competitive hourly wage of 17 EUR
• Proportionate vacation entitlement
• Diverse and engaging tasks in an international work environment
• Excellent mentoring structure with regular feedback
• Option for up to 60% remote work

Working Conditions:

Part Time

Employment Type:

Internship

Company Culture:

• Our company fosters a collaborative and innovative environment where employees are encouraged to share ideas and contribute to impactful projects. We believe in the continuous development of our team members through mentorship and constructive feedback, creating a supportive atmosphere for learning and growth.

Opportunities For Advancement:

• Potential for future internships or job offers upon graduation, Networking opportunities within the industry, Access to training and development programs

Visa Sponsorship:

Not Available

]]> https://whoneedsengineers.com/jobs/data-sciene-and-analytics/internship-machine-learning-with-artificial-intelligence/ Sat, 21 Sep 2024 04:30:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/internship-machine-learning-with-artificial-intelligence/ Internship – Machine Learning with Artificial Intelligence

Job Description:

The automotive industry is undergoing a significant transformation due to increasing digitalization, with Artificial Intelligence (AI) playing a crucial role. AI is pivotal in enhancing existing technologies and developing innovative disruptive solutions throughout the entire vehicle lifecycle. Within this context, the Machine Learning/Data Analytics department serves a vital cross-sectional function. Our Machine Learning team focuses on developing AI-based products that specialize in Computer Vision and Large Language Models for various business areas. As part of this team, you will be involved in the entire process, from data processing to the development of cutting-edge AI architectures and their deployment. If you share a passion for AI, we invite you to assist our project team with exciting applications.

IT Languages:

• Python

As an intern in this role, you will contribute to various aspects of machine learning model development and deployment, working collaboratively with your team members.:

Assist in the development of pipelines for training, validating, and deploying deep learning models and LLMs;; Support data preprocessing, quality assurance, and analysis;; Engage in general tasks and activities across the entire team

Spoken Languages:

• English;; German

Skillset:

• Python
• Computer Vision
• Large Language Models
• PyTorch
• Numpy
• Docker
• AWS
• Azure
• FastAPI
• Streamlit

Soft Skills:

• Quick learner
• Ability to work independently
• Strong communication skills
• Enjoyment in collaborating with interdisciplinary project teams

Qualifications:

• Currently pursuing a degree in a STEM field or related area
• Strong programming skills in Python
• Excellent understanding of modern solutions in Computer Vision and Large Language Models
• Familiarity with machine learning tools such as PyTorch, Numpy, Docker, etc.
• Experience in deploying machine learning models on platforms like AWS, Azure, FastAPI, Streamlit, etc.

Years of Experience:

0

Location:

Ingolstadt, Bavaria, Germany, EU

Job Benefits:

• Flexible working hours
• Diverse and inclusive workplace
• Opportunities for professional development
• Hands-on experience with cutting-edge technology

Working Conditions:

Full Time

Employment Type:

Internship

Company Culture:

• We value diversity and actively promote inclusion, fostering an environment that encourages individuality and creativity among all employees.

Opportunities For Advancement:

• Potential for full-time employment after internship, Access to advanced training programs, Opportunity to work on innovative projects

Visa Sponsorship:

Available

]]> 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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