SciKit Learn – Who Needs Engineers https://whoneedsengineers.com/wne_live Software Engineering Recruitment Fri, 25 Oct 2024 17:30:02 +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 SciKit Learn – Who Needs Engineers https://whoneedsengineers.com/wne_live 32 32 Data Scientist-AI https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/data-scientist-ai/ Fri, 25 Oct 2024 17:30:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/data-scientist-ai/ Data Scientist-AI

Job Description:

    Join our innovative team as a Data Scientist specializing in Artificial Intelligence, where your expertise will be critical in creating and implementing advanced AI solutions. This role involves conducting extensive data analyses to identify trends and insights that drive business success. You will be responsible for developing and deploying machine learning models, including complex deep learning structures, to solve intricate business challenges. Your creativity will be essential in designing AI-driven solutions that deliver tangible results in operational efficiency. Collaboration with data engineers will ensure data integrity and accessibility, which are crucial for the success of AI initiatives. You will also engage in continuous evaluation and refinement of AI models to enhance their accuracy and effectiveness. Staying abreast of cutting-edge advancements in the fields of AI and machine learning will empower you to foster innovation within our organization.

IT Languages:

  • Python
  • R
  • Julia

As a Data Scientist AI, you will be tasked with various responsibilities to ensure the success of AI projects.:

    Conduct thorough data analysis to extract valuable insights;; Develop and implement machine learning models for complex challenges;; Design and deploy AI-powered solutions with measurable outcomes;; Collaborate with data engineers to maintain data quality and accessibility;; Continuously evaluate and optimize AI algorithms for performance;; Stay updated on the latest advancements in AI and machine learning

Spoken Languages:

  • English

Skillset:

  • Machine learning
  • Data mining
  • Statistical modeling
  • TensorFlow
  • PyTorch
  • Scikit-learn
  • Cloud platforms

Soft Skills:

  • Strong analytical skills
  • Excellent problem-solving abilities
  • Effective communication skills
  • Ability to work independently and collaboratively

Qualifications:

  • Bachelor’s degree in Computer Science, Data Science, Statistics, or a related field
  • Master’s degree preferred
  • Strong foundation in machine learning algorithms and statistical modeling

Years of Experience:

    3

Location:

    United States

Job Benefits:

  • Competitive salary and benefits package
  • Quarterly Bonus Plan
  • Professional growth and development opportunities
  • Collaborative work environment
  • Access to cutting-edge technology
  • Remote work flexibility

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • We foster a collaborative and supportive atmosphere that thrives on innovation and continuous improvement. Our team values diversity and inclusivity, promoting a workplace where every voice is heard and every idea is valued.

Opportunities For Advancement:

  • Professional development training, Career progression opportunities, Mentorship programs

Visa Sponsorship:

    Available
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Machine Learning Engineer (The AI Innovator) https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/machine-learning-engineer-the-ai-innovator-2/ Thu, 24 Oct 2024 05:30:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/machine-learning-engineer-the-ai-innovator-2/ Machine Learning Engineer (The AI Innovator)

Job Description:

    Are you driven by a deep passion for artificial intelligence and the transformative power of machine learning? Our client seeks a talented Machine Learning Engineer, also known as The AI Innovator, to harness the latest machine learning techniques to tackle significant real-world challenges. In this role, you will have the opportunity to build intelligent models that inform data-driven decision-making and enhance innovative product offerings. Your primary focus will be on designing, implementing, and optimizing machine learning models that effectively leverage data to unlock new possibilities.

IT Languages:

  • Python
  • R
  • Java

As a Machine Learning Engineer, your responsibilities will encompass a wide range of tasks aimed at developing and maintaining robust machine learning models that support business objectives.:

    Design and develop machine learning models using TensorFlow, PyTorch, or Scikit-learn for various applications including recommendation systems and predictive analytics.;; Collaborate with data engineers to collect, clean, and preprocess large datasets, ensuring they are ready for model training.;; Train machine learning models and conduct hyperparameter tuning to enhance performance and accuracy, experimenting with different algorithms.;; Deploy machine learning models into production environments, building APIs, and ensuring seamless integration with existing systems.;; Continuously monitor and maintain deployed models, retraining or fine-tuning them to adapt to new data and maintain relevance.;; Work closely with cross-functional teams to identify opportunities for machine learning solutions that align with business goals.;; Stay updated with the latest advancements in AI and machine learning technologies to bring innovative ideas to the team.

Spoken Languages:

  • English

Skillset:

  • Machine Learning Algorithms
  • TensorFlow
  • PyTorch
  • Scikit-learn
  • Data Manipulation
  • Feature Engineering
  • Model Deployment
  • Cloud Platforms
  • Docker
  • Kubernetes

Soft Skills:

  • Problem-solving
  • Team collaboration
  • Adaptability
  • Effective communication
  • Critical thinking

Qualifications:

  • Bachelor’s or Master’s degree in Computer Science, Machine Learning, Data Science, or a related field
  • Certifications or advanced coursework in AI, machine learning, or data science

Years of Experience:

    3

Location:

    San Francisco, CA, United States

Job Benefits:

  • Comprehensive medical, dental, and vision insurance plans
  • Competitive vacation and sick leave policies
  • Flexible work schedules and telecommuting options
  • Professional development opportunities and certification reimbursement
  • Access to wellness programs including gym memberships
  • Life insurance and short/long-term disability coverage
  • Confidential counseling and support services
  • Tuition reimbursement for continuing education
  • Opportunities for community engagement and volunteering
  • Employee recognition programs

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • The company fosters an innovative and collaborative environment where creativity and problem-solving are valued. Team members are encouraged to pursue continuous learning and share ideas that drive advancements in technology.

Opportunities For Advancement:

  • Career advancement programs, Mentorship opportunities, Training and development workshops

Visa Sponsorship:

    Available
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Machine Learning Engineer (The AI Innovator) https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/machine-learning-engineer-the-ai-innovator/ Wed, 23 Oct 2024 21:30:01 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/machine-learning-engineer-the-ai-innovator/ Machine Learning Engineer (The AI Innovator)

Job Description:

    Are you passionate about artificial intelligence and eager to leverage machine learning techniques to tackle real-world challenges? If you possess a fervor for developing intelligent models that facilitate data-driven decisions and fuel innovative products, we have an exciting opportunity for you. We are in search of a Machine Learning Engineer, fondly referred to as The AI Innovator, who will play a pivotal role in designing, implementing, and optimizing machine learning models that unlock the true potential of data. In this role, you will collaborate closely with cross-functional teams to create sophisticated algorithms, manage extensive datasets, and deploy machine learning models that significantly enhance product capabilities. Your contributions will range from building recommendation engines and predictive models to optimizing current systems, placing you at the forefront of AI innovation.

IT Languages:

  • Python
  • R
  • Java

As a Machine Learning Engineer, you will be entrusted with various responsibilities that are crucial for the successful deployment of machine learning solutions.:

    Design and develop machine learning models using frameworks like TensorFlow, PyTorch, or Scikit-learn for applications such as recommendation systems and predictive analytics.;; Collaborate with data engineers and analysts to collect, clean, and prepare large datasets for model training and evaluation, designing efficient data pipelines.;; Train machine learning models, perform hyperparameter tuning, and optimize performance based on business requirements.;; Work with software engineers to deploy models into production, ensuring they are scalable, maintainable, and easily accessible via APIs.;; Monitor the performance of deployed models, retrain and fine-tune them as necessary to maintain their accuracy and relevance.;; Collaborate with data scientists, software engineers, and product managers to identify opportunities for machine learning solutions that align with business objectives.

Spoken Languages:

  • English

Skillset:

  • Machine learning algorithms
  • TensorFlow
  • PyTorch
  • Scikit-learn
  • Data manipulation
  • Cloud platforms
  • Model deployment

Soft Skills:

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

Qualifications:

  • Bachelor’s or Master’s degree in Computer Science, Machine Learning, Data Science, or a related field
  • Certifications or advanced coursework in AI, machine learning, or data science are advantageous

Years of Experience:

    5

Location:

    Austin, TX, United States

Job Benefits:

  • Comprehensive medical, dental, and vision insurance
  • Competitive vacation and sick leave
  • Flexible work schedules and telecommuting options
  • Opportunities for training and certification reimbursement
  • Access to wellness programs and mental health resources
  • Life and disability insurance coverage
  • Tuition reimbursement for continuing education
  • Employee recognition programs

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • We foster a culture of innovation, collaboration, and continuous improvement, where employees are encouraged to share ideas and work together to achieve common goals. Our team values diversity and embraces a flexible work environment that balances work and life commitments.

Opportunities For Advancement:

  • Career advancement programs, Professional development opportunities

Visa Sponsorship:

    Available
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AI/ML Research Engineer https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/ai-ml-research-engineer/ Tue, 22 Oct 2024 05:30:03 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/ai-ml-research-engineer/ AI/ML Research Engineer

Job Description:

    Join a dynamic team dedicated to advancing technology in the field of Artificial Intelligence and Machine Learning. As an AI/ML Research Engineer, you will collaborate with a diverse group of experts including research engineers, data scientists, software developers, physicists, and mathematicians. Your primary responsibility will be to leverage cutting-edge AI/ML tools and methodologies to address some of the most challenging problems in the realm of space exploration and national security. You will engage in rigorous research and development activities, applying your knowledge in deep learning and computer vision to innovate and enhance existing systems. This role offers an opportunity to contribute to significant projects that impact global security and advance technological frontiers.

IT Languages:

  • Python
  • Java
  • C++
  • C#
  • MATLAB

As an AI/ML Research Engineer, you will be responsible for developing innovative solutions that leverage AI and machine learning technologies. Your role will involve extensive collaboration and communication with cross-functional teams to ensure successful project outcomes.:

    Develop and implement machine learning algorithms and models.;; Conduct research and analysis to identify technological advancements in AI/ML.;; Collaborate with team members to design and execute experiments.;; Engage in software development practices to enhance project efficiency.;; Utilize programming skills to create and optimize code for AI applications.

Spoken Languages:

  • English

Skillset:

  • Artificial Intelligence
  • Machine Learning
  • Deep Learning
  • Computer Vision
  • TensorFlow
  • PyTorch
  • Keras
  • Scikit-learn

Soft Skills:

  • Strong problem-solving abilities
  • Excellent communication skills
  • Collaborative mindset
  • Adaptability in a fast-paced environment

Qualifications:

  • Bachelor’s degree in a STEM discipline such as Electrical Engineering, Computer Science, Computer Engineering, Mathematics, or Physics.
  • Advanced research experience in Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, or Image Processing.

Years of Experience:

    5

Location:

    United States

Job Benefits:

  • Medical Insurance
  • Dental Insurance
  • Vision Insurance
  • Life Insurance
  • Short-Term Disability
  • Long-Term Disability
  • 401(k) match
  • Flexible Spending Accounts
  • Education Assistance
  • Parental Leave
  • Paid Time Off
  • Holidays

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • The company fosters a culture of innovation, integrity, and responsibility, encouraging employees to pursue their passions and contribute meaningfully to projects that have a significant impact on national security and technological advancement.

Opportunities For Advancement:

  • Professional development programs, Mentorship opportunities, Promotion pathways within the organization

Visa Sponsorship:

    Not Available
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AI Engineer (Computer Vision) https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/ai-engineer-computer-vision-2/ Mon, 14 Oct 2024 09:20:01 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/ai-engineer-computer-vision-2/ AI Engineer (Computer Vision)

Job Description:

    We are seeking a highly skilled AI Engineer specializing in Computer Vision to join our innovative team. In this role, you will design and implement robust AI algorithms that leverage advanced computer vision techniques. You will engage in groundbreaking research that pushes the boundaries of artificial intelligence, focusing on both convolutional neural networks and transformer models. Your work will involve close collaboration with cross-functional teams to seamlessly integrate AI solutions into our products, ensuring they meet user needs while optimizing for technical performance and cost-effectiveness. It is essential that you stay abreast of the latest developments in AI and machine learning technologies, evaluating new tools and frameworks as they emerge. Furthermore, you will advocate for the ethical application of AI in projects, emphasizing transparency, diversity, and privacy.

IT Languages:

  • Python
  • TensorFlow
  • PyTorch
  • Keras
  • scikit-learn

As an AI Engineer, you will be responsible for the following tasks::

    Design and develop scalable algorithms and AI models focused on computer vision.;; Conduct cutting-edge research to enhance AI capabilities.;; Work collaboratively with teams to implement AI features in products.;; Apply advanced technical knowledge to tackle complex AI challenges.;; Monitor developments in AI technologies and integrate new methodologies.;; Promote ethical practices in AI project implementations.

Spoken Languages:

  • English;; Spanish

Skillset:

  • Python
  • TensorFlow
  • PyTorch
  • Keras
  • scikit-learn
  • Computer vision

Soft Skills:

  • Strong communication skills
  • Leadership qualities
  • Adaptability to different time zones
  • Team collaboration

Qualifications:

  • Strong expertise in Python programming.
  • Proficiency in deep learning frameworks such as TensorFlow, PyTorch, Keras, and scikit-learn.
  • A solid understanding of large language models and diffusion models.
  • Experience with GPU and CPU optimization techniques.
  • Deep knowledge of machine learning concepts, algorithms, and techniques, particularly in computer vision.

Years of Experience:

    5

Location:

    United States

Job Benefits:

  • Competitive salary
  • Health and wellness benefits
  • Flexible working hours
  • Professional development opportunities
  • Remote work options

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • Our company fosters an inclusive environment that values innovation, collaboration, and ethical practices in technology. We encourage team members to contribute their unique perspectives and ideas, supporting a culture of continuous learning and growth.

Opportunities For Advancement:

  • Career progression to senior engineering roles, Leadership opportunities in project management, Possibility of transitioning to research and development positions

Visa Sponsorship:

    Available
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Machine Learning Automation Engineer https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/machine-learning-automation-engineer/ Sun, 13 Oct 2024 16:00:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/machine-learning-automation-engineer/ Machine Learning Automation Engineer

Job Description:

    Are you passionate about automation and streamlining processes? Do you find repetitive tasks tedious and enjoy creating innovative solutions that drive efficiency? If you have a knack for quantifying and measuring results, we want you to join our team. In this role, you will be a key player in automating machine learning operations and enhancing our MLOps framework. Our innovative technology company is transforming the real estate sector with cutting-edge digital solutions aimed at efficiency and sustainability. As a Machine Learning Automation Engineer, you will work closely with cross-functional teams, enabling the seamless deployment of scalable machine learning models that make meaningful contributions to our projects. Your work will focus on designing and implementing automated ML pipelines, ensuring that our clients receive the highest quality service while optimizing refurbishment projects. This position offers a unique opportunity to be part of a dynamic startup that is making waves in the industry.

IT Languages:

  • Python
  • SQL

As a Machine Learning Automation Engineer, your primary responsibilities will include the design and implementation of automated ML workflows and pipelines to enhance our machine learning capabilities.:

    Design and implement automated ML pipelines for data preprocessing, model training, evaluation, and deployment.;; Collaborate with data scientists and engineers to integrate ML models into production environments, ensuring optimal performance and scalability.;; Develop and maintain CI/CD pipelines for machine learning projects to automate model testing, deployment, and monitoring.;; Implement best practices in MLOps, including version control and performance tracking.;; Work with the data engineering team to ensure high-quality data availability for model training and inference.;; Stay updated on advancements in AI/ML technologies and automation tools to enhance our ML infrastructure.

Spoken Languages:

  • English;; German

Skillset:

  • CI/CD
  • Docker
  • Kubernetes
  • AWS
  • GCP
  • Azure
  • Scikit-learn
  • TensorFlow
  • PyTorch
  • Kubeflow
  • Airflow
  • MLflow
  • Postgres
  • BigQuery
  • Oracle

Soft Skills:

  • Excellent problem-solving abilities
  • Strong communication skills
  • Ability to work independently and as part of a team

Qualifications:

  • Strong understanding of CI/CD principles
  • Experience with containerization technologies
  • Proficiency in Python and familiarity with ML libraries
  • Expertise in automation/orchestration tools
  • Experience with database management systems

Years of Experience:

    3

Location:

    Germany

Job Benefits:

  • Competitive salary
  • Comprehensive benefits package
  • Flexible working arrangements including remote options
  • Opportunities for continuous learning and personal growth
  • Collaborative and innovative work environment

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • At our company, we foster a culture of creativity and innovation, with an emphasis on teamwork and collaboration. Our flat hierarchies allow for rapid decision-making and a dynamic work environment where employees are valued and encouraged to contribute ideas.

Opportunities For Advancement:

  • Professional development programs, Mentorship opportunities, Room for career progression within the company

Visa Sponsorship:

    Available
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Senior AI/ML Analyst – Analytics https://whoneedsengineers.com/jobs/data-sciene-and-analytics/senior-ai-ml-analyst-analytics/ Fri, 04 Oct 2024 04:45:03 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/senior-ai-ml-analyst-analytics/ Senior AI/ML Analyst – Analytics

Job Description:

    Join our dynamic analytics team as a Senior AI/ML Analyst, where you will have the opportunity to significantly influence the future of mobility through innovative AI and machine learning solutions. In this pivotal role, you will be at the forefront of addressing complex challenges in supply chain management by designing, developing, and deploying sophisticated AI/ML models. Your work will include leading initiatives such as the implementation of Generative AI Chatbots and enhancing analytics through strategic planning and comprehensive reporting. You will play a critical role in communicating valuable insights across various divisions, ensuring that our strategies are backed by robust data analysis. If you are driven by a passion for artificial intelligence and its potential to transform industries, we invite you to apply and be part of our mission to create safer, greener, and more connected mobility solutions.

IT Languages:

  • Python
  • R

As a Senior AI/ML Analyst, you will be responsible for a range of critical tasks that contribute to our analytics capabilities and business intelligence.:

    Design, develop, and deploy advanced AI/ML models to address complex business problems;; Conduct data extraction, cleaning, and preprocessing to prepare datasets for model training and evaluation;; Analyze large datasets to identify statistical patterns, distributions, and anomalies for effective reporting;; Maintain and optimize machine learning models to ensure peak performance;; Lead the implementation of AI initiatives, including Generative AI Chatbots, within the supply chain management framework;; Engage in planning, forecasting, and reporting to modernize the overall analytics approach within the organization;; Effectively communicate findings and insights across various divisions and levels of seniority;; Act independently while serving as a trusted business partner focused on delivering results

Spoken Languages:

  • English

Skillset:

  • Machine Learning
  • Statistical Modeling
  • Data Mining
  • TensorFlow
  • PyTorch
  • scikit-learn
  • Keras
  • XGBoost
  • Cloud Platforms
  • ML Ops

Soft Skills:

  • Problem-solving
  • Critical thinking
  • Strong communication skills
  • Team collaboration
  • Adaptability

Qualifications:

  • Bachelor’s or Master’s degree in Analytics, Information Technology, Computer Science, Data Science, or a related STEM field
  • 3+ years of hands-on experience in AI/ML, predictive/prescriptive analytics, or data science
  • Demonstrated excellence in statistical modeling and programming using Python or R

Years of Experience:

    3

Location:

    Ireland

Job Benefits:

  • Personal holidays
  • Healthcare coverage
  • Pension plan
  • Tax saver scheme
  • Free onsite breakfast
  • Discounted corporate gym membership
  • Access to internal and external training, coaching, and certifications

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • We promote an inclusive work environment that values diversity and fosters professional growth for all employees. Our commitment to safety is paramount as we strive to create a work culture where everyone can thrive and contribute to innovative solutions.

Opportunities For Advancement:

  • Career development programs, Access to mentorship opportunities, Participation in international projects

Visa Sponsorship:

    Available
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Applied Data Scientist https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/applied-data-scientist/ Thu, 26 Sep 2024 11:20:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/applied-data-scientist/ Applied Data Scientist

Job Description:

    We are looking for an Applied Data Scientist specializing in Machine Learning to join our innovative team. In this role, you will analyze complex datasets to extract meaningful insights that can drive energy efficiency in buildings. You will develop, implement, and optimize machine learning models focused on predicting and enhancing the energy performance of buildings. Utilizing advanced statistical techniques, you will validate model accuracy and improve predictive capabilities. Your responsibilities will include conducting rigorous statistical analyses to support model development and research findings, as well as interpreting and communicating these results to non-technical stakeholders. You will stay current with statistical methods and tools to ensure the highest standards of analysis. Additionally, you will use building energy simulation software to create and test energy models, integrating simulation results with machine learning models to enhance prediction outcomes. Collaboration with cross-functional teams to apply simulation insights to real-world building projects will be a key aspect of your role. You will also contribute to research projects focused on energy efficiency, sustainability, and smart building technologies, preparing detailed proposals, technical reports, and presentations for partners and funding agencies.

IT Languages:

  • Python
  • R
  • MATLAB

As an Applied Data Scientist, you will be responsible for a range of tasks that require expertise in data analysis and machine learning.:

    Analyze complex datasets to derive actionable insights;; Develop and optimize machine learning models to predict building energy performance;; Conduct statistical analyses to support research outcomes;; Communicate findings to non-technical stakeholders;; Utilize building energy simulation software for model testing;; Collaborate with interdisciplinary teams on real building projects;; Contribute to research projects targeting energy efficiency and sustainability

Spoken Languages:

  • English;; German

Skillset:

  • Machine Learning
  • Statistical Analysis
  • Data Visualization
  • Building Energy Simulation
  • TensorFlow
  • Scikit-learn

Soft Skills:

  • Strong project management abilities
  • Excellent communication skills
  • Ability to work independently and as part of a team
  • Critical thinking and problem-solving skills
  • Adaptability and willingness to learn

Qualifications:

  • Master’s degree in Data Science, Computer Science, Statistics, Engineering, or a related field
  • Ph.D. is a plus
  • Experience in EU research projects is highly desirable

Years of Experience:

    5

Location:

    Europe

Job Benefits:

  • Flexible and family-friendly work arrangements
  • Remote work options or office work in Munich
  • Investment in continuous education and development
  • Collaboration with a dynamic and international team
  • Frequent team events and activities
  • Opportunities for impactful work in sustainability

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • We foster a culture of openness, innovation, and collaboration. Our team is diverse, approachable, and passionate about making a difference in the PropTech industry.

Opportunities For Advancement:

  • Potential for career progression within the company, Opportunities to lead projects, Participation in cutting-edge research initiatives

Visa Sponsorship:

    Available
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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
]]>
Working Student Data Science 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
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