Data preparation – Who Needs Engineers https://whoneedsengineers.com/wne_live Software Engineering Recruitment Sun, 20 Oct 2024 13:05:03 +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 Data preparation – Who Needs Engineers https://whoneedsengineers.com/wne_live 32 32 (Junior) Data Scientist https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/junior-data-scientist-45/ Sun, 20 Oct 2024 13:05:03 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/junior-data-scientist-45/ (Junior) Data Scientist

Job Description:

    We are seeking a (Junior) Data Scientist to drive the data and AI initiatives successfully at our company. In this role, you will collaborate with various departments to implement analytical methods that enhance operational processes and facilitate more informed strategic decisions. Your business acumen combined with data science expertise will be pivotal in advancing our data and AI strategies. You will identify key questions in partnership with subject matter experts, ensuring that data science delivers tangible financial value. As part of the global data and AI community, you will employ a diverse range of statistical and machine learning techniques to evaluate actions, generate forecasts, and optimize business processes. You will also manage data preparation, linking relevant data sources to ensure robust analyses. Working in interdisciplinary and agile teams, you will tackle projects and present findings to stakeholders and management on a regular basis.

IT Languages:

  • Python
  • R
  • Spark

As a Junior Data Scientist, you will be responsible for identifying and analyzing complex problems and scenarios, deriving insights, and communicating these findings to non-technical audiences.:

    Collaborate with experts to pinpoint data-driven questions that provide financial benefits;; Utilize a wide array of statistical and machine learning methods for analysis and forecasting;; Optimize business processes through data insights;; Prepare and connect relevant data sources for thorough analysis;; Present findings and recommendations to various stakeholders

Spoken Languages:

  • English;; German

Skillset:

  • Machine Learning
  • Statistical Analysis
  • Data Preparation
  • Data Visualization

Soft Skills:

  • Analytical Thinking
  • Effective Communication
  • Team Collaboration
  • Problem Solving

Qualifications:

  • Degree in (Business) Computer Science, Business Administration, Statistics, Mathematics, or a related field with a focus on Econometrics or Data Science
  • Strong analytical skills with the ability to conduct regression analysis and apply machine learning and optimization techniques
  • Experience with statistical and econometric concepts such as effectiveness testing, impact analysis, forecasting, and selection bias
  • Proficient in German (minimum C1) and English (minimum B2)

Years of Experience:

    1

Location:

    Germany

Job Benefits:

  • Attractive above-average salary
  • Permanent employment contract with six weeks of vacation per year
  • Intensive onboarding with a personal mentor
  • Individual development opportunities and career paths
  • Modern work environment with flexible working options, including remote work
  • In-house fitness center and top-notch services
  • Supportive team atmosphere with open communication

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • We foster a culture of trust, diversity, and transparency, ensuring that every team member feels valued and empowered to contribute meaningfully.

Opportunities For Advancement:

  • Career development programs, Mentorship opportunities, Access to a global community of data professionals

Visa Sponsorship:

    Available
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(Junior) Data Scientist https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/junior-data-scientist-32/ Sun, 13 Oct 2024 13:20:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/junior-data-scientist-32/ (Junior) Data Scientist

Job Description:

    We are seeking a (Junior) Data Scientist to drive the data and AI initiatives successfully at our company. In this role, you will collaborate with various departments to implement analytical methods that enhance operational processes and facilitate more informed strategic decisions. Your business acumen combined with data science expertise will be pivotal in advancing our data and AI strategies. You will identify key questions in partnership with subject matter experts, ensuring that data science delivers tangible financial value. As part of the global data and AI community, you will employ a diverse range of statistical and machine learning techniques to evaluate actions, generate forecasts, and optimize business processes. You will also manage data preparation, linking relevant data sources to ensure robust analyses. Working in interdisciplinary and agile teams, you will tackle projects and present findings to stakeholders and management on a regular basis.

IT Languages:

  • Python
  • R
  • Spark

As a Junior Data Scientist, you will be responsible for identifying and analyzing complex problems and scenarios, deriving insights, and communicating these findings to non-technical audiences.:

    Collaborate with experts to pinpoint data-driven questions that provide financial benefits;; Utilize a wide array of statistical and machine learning methods for analysis and forecasting;; Optimize business processes through data insights;; Prepare and connect relevant data sources for thorough analysis;; Present findings and recommendations to various stakeholders

Spoken Languages:

  • English;; German

Skillset:

  • Machine Learning
  • Statistical Analysis
  • Data Preparation
  • Data Visualization

Soft Skills:

  • Analytical Thinking
  • Effective Communication
  • Team Collaboration
  • Problem Solving

Qualifications:

  • Degree in (Business) Computer Science, Business Administration, Statistics, Mathematics, or a related field with a focus on Econometrics or Data Science
  • Strong analytical skills with the ability to conduct regression analysis and apply machine learning and optimization techniques
  • Experience with statistical and econometric concepts such as effectiveness testing, impact analysis, forecasting, and selection bias
  • Proficient in German (minimum C1) and English (minimum B2)

Years of Experience:

    1

Location:

    Germany

Job Benefits:

  • Attractive above-average salary
  • Permanent employment contract with six weeks of vacation per year
  • Intensive onboarding with a personal mentor
  • Individual development opportunities and career paths
  • Modern work environment with flexible working options, including remote work
  • In-house fitness center and top-notch services
  • Supportive team atmosphere with open communication

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • We foster a culture of trust, diversity, and transparency, ensuring that every team member feels valued and empowered to contribute meaningfully.

Opportunities For Advancement:

  • Career development programs, Mentorship opportunities, Access to a global community of data professionals

Visa Sponsorship:

    Available
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JR AI/ML Engineer https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/jr-ai-ml-engineer-2/ Tue, 01 Oct 2024 13:15:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/jr-ai-ml-engineer-2/ JR AI/ML Engineer

Job Description:

    We are in search of a talented and driven AI/ML Engineer who will play a crucial role in our team, specifically working on a contract with the Department of Defense's Defense Information Systems Agency. The successful candidate will be responsible for designing and implementing cutting-edge AI and machine learning solutions that drive data-informed decision-making. The position requires a strong foundation in data analytics, cloud technologies, and data governance, alongside a comprehensive understanding of AI/ML algorithms and the processes involved in data preparation and model deployment within a secure federal context. You will have the opportunity to collaborate with various stakeholders, ensuring the integrity and security of data throughout all AI/ML initiatives while keeping abreast of the latest advancements in the field.

IT Languages:

  • Python
  • C/C++
  • PySpark
  • TensorFlow
  • Keras
  • PyTorch

Key responsibilities include developing AI/ML models, collaborating with team members across various disciplines, and ensuring compliance with federal regulations.:

    Design and implement AI/ML models to support data-driven decision-making processes.;; Work collaboratively with data scientists, data engineers, and other stakeholders to create and deploy scalable AI/ML solutions.;; Maintain a high standard of data quality, integrity, and security across all AI/ML projects.;; Engage in ongoing research to stay informed about emerging trends and technologies in AI/ML.;; Provide mentorship and technical guidance to junior engineers and team members.;; Align AI/ML initiatives with organizational goals in close partnership with the Chief Data Officer.;; Document processes and maintain comprehensive records of AI/ML models and methodologies.

Spoken Languages:

  • English

Skillset:

  • AI/ML algorithms
  • Data preparation
  • Model deployment
  • Machine learning workflows
  • Feature selection
  • Dataset curation
  • Fine-tuning large language models
  • Machine learning lifecycle knowledge

Soft Skills:

  • Problem-solving
  • Adaptability
  • Collaboration
  • Creativity

Qualifications:

  • Bachelor’s degree or higher in Data Science, Computer Science, or a related field
  • Master’s or PhD is a plus but not mandatory

Years of Experience:

    2

Location:

    Herndon, VA, United States

Job Benefits:

  • Competitive salary
  • Health and wellness programs
  • Professional development opportunities
  • Flexible working hours
  • Paid time off
  • Retirement savings plan

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • We foster a collaborative and innovative environment that encourages creativity and problem-solving. Our team values continuous learning and adaptation to new technologies, emphasizing the importance of teamwork and interdisciplinary collaboration to achieve our goals.

Opportunities For Advancement:

  • Career development programs, Mentorship opportunities, Leadership training

Visa Sponsorship:

    Available
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Graduate Intern, Data Analyst – 2025 Summer Internship Program – Data, Analytics, Insights & Business Operations https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/graduate-intern-data-analyst-2025-summer-internship-program-data-analytics-insights-business-operations/ Sun, 29 Sep 2024 03:15:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/graduate-intern-data-analyst-2025-summer-internship-program-data-analytics-insights-business-operations/ Graduate Intern, Data Analyst – 2025 Summer Internship Program – Data, Analytics, Insights & Business Operations

Job Description:

    Join our dynamic team as a Data Analyst Intern for the 2025 Summer Internship Program, where you will have the opportunity to work on impactful projects that influence business performance and enhance your analytical skills. This internship is designed to provide you with hands-on experience in data preparation, statistical analysis, and machine learning. You will collaborate closely with experienced data professionals, including data analysts, decision scientists, and data scientists, to tackle enterprise business questions. Your contributions will directly inform critical business decisions and help shape the future of our operations. This is a unique opportunity to grow both personally and professionally while fostering valuable connections within a renowned organization. Interns will also participate in workshops and business overviews to further their understanding of our operations and culture.

IT Languages:

  • SQL
  • R
  • Python

As a Data Analyst Intern, you will be tasked with various responsibilities aimed at enhancing our data-driven decision-making processes.:

    Prepare and automate data pipelines to streamline data management processes;; Conduct statistical analyses to derive insights from complex data sets;; Develop predictive models to support marketing and product initiatives;; Collaborate with cross-functional teams to understand their data needs and provide analytical support;; Create data visualizations to effectively communicate findings to stakeholders

Spoken Languages:

  • English

Skillset:

  • Data preparation
  • Statistical analysis
  • Machine learning
  • Data visualization
  • Coding in SQL, R, Python

Soft Skills:

  • Excellent communication skills
  • Strong collaboration abilities
  • Analytical thinking
  • Problem-solving mindset

Qualifications:

  • Experience with data preparation and summarization
  • Familiarity with SQL, R, or Python programming languages
  • Knowledge of statistical techniques and machine learning concepts

Years of Experience:

    0

Location:

    United States

Job Benefits:

  • Paid internship
  • Starbucks Rewards Gold Status
  • Spotify Premium subscription
  • 30% discount at company-operated stores
  • Headspace Plus Membership
  • Paid sick leave
  • Paid holidays
  • Free bag of coffee

Working Conditions:

    Full Time

Employment Type:

    Internship

Company Culture:

  • We are committed to fostering a diverse and inclusive workplace that values different backgrounds and experiences. Our culture emphasizes connection, professional development, and collaboration among partners. We believe that a diverse workforce enhances our ability to serve our customers and meet our mission.

Opportunities For Advancement:

  • Potential for full-time career openings after internship, Networking opportunities with senior leaders, Skill development workshops

Visa Sponsorship:

    Available
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