Predictive analytics – Who Needs Engineers

Predictive analytics – Who Needs Engineers https://whoneedsengineers.com/wne_live Software Engineering Recruitment Thu, 24 Oct 2024 01:30:02 +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 Predictive analytics – Who Needs Engineers https://whoneedsengineers.com/wne_live 32 32 Artificial Intelligence Engineer https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/artificial-intelligence-engineer-5/ Thu, 24 Oct 2024 01:30:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/artificial-intelligence-engineer-5/ Artificial Intelligence Engineer

Job Description:

Join our dynamic team as an Artificial Intelligence Engineer, where you will play a pivotal role in developing advanced AI and machine learning models to support a critical government client at MacDill Air Force Base in Florida. You will be responsible for creating algorithms that enhance decision-making through predictive and prescriptive analytics, as well as enabling free text queries in a sophisticated AI/ML Decision Support Tool. Your expertise will be vital in integrating AI models with existing architectures to facilitate real-time logistics decision-making, thereby impacting operations significantly. This position offers the opportunity to work closely with Command Staff, ensuring that AI and ML workflows encompass Cyber, Knowledge, and Information Management disciplines, thus enhancing the overall decision-making process. You will also build a robust infrastructure for data ingestion and transformation to seamlessly interface with our data repository APIs, adhering to enterprise standards for data sharing across joint systems.

IT Languages:

Python
R
SQL
Java

As an AI Engineer, your primary tasks will involve the development and implementation of sophisticated AI models and algorithms.:

Build machine learning algorithms and deep learning neural networks to support decision-making processes in logistics;; Collaborate with Command Staff to integrate AI workflows with Cyber, Knowledge, and Information Management disciplines;; Develop predictive models utilizing extensive datasets to inform real-time decision-making;; Create data ingestion and transformation infrastructures to connect with data repository APIs

Spoken Languages:

English

Skillset:

Machine Learning
Deep Learning
Predictive Analytics
Data Transformation
AI Model Development

Soft Skills:

Analytical thinking
Problem-solving
Collaboration
Attention to detail
Adaptability

Qualifications:

Master’s degree in Computer Science, Machine Learning, Operational Research, Statistics, Mathematics, or a related field
Professional or military experience may be considered in lieu of a degree

Years of Experience:

Location:

United States

Job Benefits:

Comprehensive health insurance
401(k) retirement plan with company match
Paid time off and holidays
Professional development opportunities
Flexible work hours

Working Conditions:

Full Time

Employment Type:

Permanent Contract

Company Culture:

We foster an inclusive and collaborative work environment, encouraging continuous learning and innovation. Our team values creativity and embraces diverse perspectives to drive excellence in AI solutions.

Opportunities For Advancement:

Leadership roles in AI and data science, Specialized training programs, Mentorship opportunities

Visa Sponsorship:

Available ]]> Data Analyst https://whoneedsengineers.com/jobs/data-sciene-and-analytics/data-analyst-90/ Sun, 20 Oct 2024 06:55:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/data-analyst-90/ Data Analyst

Job Description:

We are seeking a dedicated Data Analyst to join our dynamic team at a leading medical hair company based in Berlin. In this role, you will leverage data-driven insights to support decision-making across various departments, including sales, marketing, and quality management. Your primary responsibility will be to analyze data from multiple marketing funnels and customer interactions to identify trends, patterns, and areas for optimization. This position involves creating comprehensive dashboards and reports that provide clarity on key performance indicators for various teams. You will also conduct predictive analytics to enhance sales and marketing strategies, working closely with both teams to develop actionable, data-informed recommendations. Additionally, you will assist in budget optimization and evaluate the effectiveness of marketing campaigns. Your insights will be crucial in guiding management's decision-making processes. You will utilize data visualization and presentation tools, such as Power BI or Tableau, and play a pivotal role in improving existing data processes while identifying new data sources for enhanced analysis.

IT Languages:

Python
SQL
R

As a Data Analyst, you will perform various tasks that are essential to the success of our data-driven initiatives.:

Analyze data from marketing funnels and customer interactions;; Create and maintain dashboards and reports for key performance indicators;; Conduct predictive analytics to inform sales and marketing strategies;; Collaborate with sales and marketing teams to develop data-based recommendations;; Support budget optimization and analyze marketing campaign efficiency;; Provide data-driven insights for management decision-making;; Enhance existing data processes and discover new data sources

Spoken Languages:

English;; German

Skillset:

Data analysis
Predictive analytics
Data visualization
Dashboard creation
Google Analytics
Zoho Analytics

Soft Skills:

Excellent communication skills
Ability to explain complex data clearly
Collaboration and teamwork
Attention to detail

Qualifications:

Bachelor’s degree in a relevant field
Practical experience in data analysis, especially in marketing funnels
Strong analytical skills with a problem-solving mindset
Experience with analytical tools such as Google Analytics or Zoho Analytics

Years of Experience:

Location:

Germany

Job Benefits:

Exciting and varied tasks in an innovative company
Significant autonomy and responsibility
Diverse opportunities for professional development
Attractive salary and flexible working hours
Supportive and dynamic team environment

Working Conditions:

Full Time

Employment Type:

Permanent Contract

Company Culture:

Our company fosters a culture of innovation and collaboration, encouraging employees to take ownership of their work and contribute creatively to our goals. We value diversity and teamwork, ensuring that all voices are heard and respected.

Opportunities For Advancement:

Professional development programs, Potential for leadership roles, Opportunities to work on diverse projects

Visa Sponsorship:

Available ]]> Quantitative Analysts / Data Scientists https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/quantitative-analysts-data-scientists/ Sun, 13 Oct 2024 22:00:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/quantitative-analysts-data-scientists/ Quantitative Analysts / Data Scientists

Job Description:

We are seeking skilled Quantitative Analysts and Data Scientists to join our dynamic team for a remote engagement. In this role, you will be responsible for conducting advanced analytics on large datasets, utilizing statistical methods to derive actionable insights. Your expertise will guide multifaceted studies, enabling the organization to solve complex data challenges and discover hidden patterns. You will collaborate closely with various teams to develop and implement data-driven solutions, ensuring that our analytics capabilities are robust and effective. This position requires a strong foundation in data science principles, along with experience in programming and cloud data platforms. If you are passionate about leveraging data to drive business strategies and improve decision-making processes, we want to hear from you.

IT Languages:

Python
R
Java
C++

As a Quantitative Analyst / Data Scientist, your primary tasks will include the following::

Formulate and conduct complex analytic studies using large data volumes.;; Analyze and interpret data utilizing mathematical and statistical techniques.;; Coordinate research activities, employing various data points and programming skills to organize data effectively.;; Conduct experiments on data points to reveal insights and solutions to data-related challenges.;; Lead data experiments initiated by the Data Science Team.;; Collaborate with Data Engineers to assemble data environments tailored to analytical needs.;; Develop methodologies for project prioritization and scheduling.;; Investigate problems and identify root causes.;; Define and document company data assets and models.;; Work in tandem with business units and engineering teams to strategize long-term data platform architecture.

Spoken Languages:

English;; Spanish

Skillset:

Data analysis
Predictive analytics
Data conditioning
Algorithm development
Software development

Soft Skills:

Analytical thinking
Problem-solving
Team collaboration
Effective communication
Adaptability

Qualifications:

Master’s degree in Operations Research, Industrial Engineering, Applied Mathematics, Statistics, Physics, Computer Science, or related fields
4+ years of professional experience in data analytics or related domains
Proficient in programming languages such as Python, R, Java, and C++
Demonstrated experience applying data science methods to real-world problems
Experience with data visualization tools

Years of Experience:

Location:

United States

Job Benefits:

Remote work flexibility
Professional development opportunities
Health and wellness programs
Collaborative work environment
Access to industry-standard tools and resources

Working Conditions:

Full Time

Employment Type:

Temporary Contract

Company Culture:

Our company fosters a culture of innovation and collaboration, where diverse perspectives are valued and teamwork is encouraged. We believe in empowering our employees to take ownership of their projects and contribute to the company's success. Continuous learning and professional growth are supported through various training programs and mentorship opportunities.

Opportunities For Advancement:

Potential for permanent placement after the contract period, Opportunities to lead projects and initiatives, Access to advanced training and certifications

Visa Sponsorship:

Available ]]> Data Analyst https://whoneedsengineers.com/jobs/data-sciene-and-analytics/data-analyst-71/ Sun, 13 Oct 2024 07:10:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/data-analyst-71/ Data Analyst

Job Description:

IT Languages:

Python
SQL
R

As a Data Analyst, you will perform various tasks that are essential to the success of our data-driven initiatives.:

Spoken Languages:

English;; German

Skillset:

Data analysis
Predictive analytics
Data visualization
Dashboard creation
Google Analytics
Zoho Analytics

Soft Skills:

Excellent communication skills
Ability to explain complex data clearly
Collaboration and teamwork
Attention to detail

Qualifications:

Bachelor’s degree in a relevant field
Practical experience in data analysis, especially in marketing funnels
Strong analytical skills with a problem-solving mindset
Experience with analytical tools such as Google Analytics or Zoho Analytics

Years of Experience:

Location:

Germany

Job Benefits:

Exciting and varied tasks in an innovative company
Significant autonomy and responsibility
Diverse opportunities for professional development
Attractive salary and flexible working hours
Supportive and dynamic team environment

Working Conditions:

Full Time

Employment Type:

Permanent Contract

Company Culture:

Our company fosters a culture of innovation and collaboration, encouraging employees to take ownership of their work and contribute creatively to our goals. We value diversity and teamwork, ensuring that all voices are heard and respected.

Opportunities For Advancement:

Professional development programs, Potential for leadership roles, Opportunities to work on diverse projects

Visa Sponsorship:

Available ]]> Data Analyst https://whoneedsengineers.com/jobs/data-sciene-and-analytics/data-analyst-68/ Wed, 09 Oct 2024 10:30:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/data-analyst-68/ Data Analyst

Job Description:

We are seeking a detail-oriented Data Analyst to join our dynamic team. In this role, you will be responsible for analyzing complex data sets to inform business decisions, enhancing operational efficiencies, and driving strategic initiatives. You will work closely with various stakeholders to gather requirements, develop insights, and create comprehensive reports that present actionable information. The ideal candidate will possess strong analytical skills and a passion for transforming data into meaningful narratives that influence company objectives. You will also use advanced analytical tools and techniques to identify trends and patterns in data, providing valuable recommendations to enhance our business processes.

IT Languages:

SQL
Python
R

As a Data Analyst, your responsibilities will include but are not limited to the following tasks::

Collecting, processing, and analyzing large datasets;; Developing and maintaining dashboards and reports;; Collaborating with cross-functional teams to identify data needs;; Presenting findings and recommendations to stakeholders;; Conducting statistical analysis to support business objectives

Spoken Languages:

English;; Spanish;; French

Skillset:

Data Visualization
Statistical Analysis
Data Mining
Predictive Analytics

Soft Skills:

Critical Thinking
Communication
Problem Solving
Attention to Detail

Qualifications:

Bachelor’s degree in Data Science, Statistics, Mathematics, or a related field
Proven experience in data analysis and visualization
Strong proficiency in SQL and Excel

Years of Experience:

Location:

Irvine, CA, United States

Job Benefits:

Health and dental insurance
401(k) retirement plan
Paid time off and holidays
Professional development opportunities
Flexible working hours

Working Conditions:

Full Time

Employment Type:

Permanent Contract

Company Culture:

We foster a collaborative and inclusive environment where innovation is encouraged. Our team values creativity, open communication, and a commitment to excellence. We believe in investing in our employees' growth and well-being.

Opportunities For Advancement:

Lead Analyst positions, Management roles, Specialized data science training programs

Visa Sponsorship:

Not Available ]]> Data Scientist https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/data-scientist-14/ Sun, 29 Sep 2024 23:15:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/data-scientist-14/ Data Scientist

Job Description:

We are seeking a talented and motivated Data Scientist to join our dynamic team. In this hybrid role, you will play a pivotal role in advancing Natera's mission as a leader in the field of cell-free DNA testing, which encompasses oncology, women's health, and organ health. Your primary responsibility will be to leverage data analytics to support R&D operations – helping to streamline workflows and enhance processes. You will collaborate closely with R&D scientists to gain insights into the scientific and technical facets of various research projects, ensuring that timelines for product development are adhered to. Your analytical skills will be critical in collecting, structuring, and interpreting data to generate valuable insights that address key business questions that matter to our stakeholders. Beyond just reporting, you will take ownership of the entire development process for reports and tools, from gathering requirements with stakeholders to maintaining and communicating insights effectively. Your ability to present complex data findings in an accessible narrative format will be essential, as you will engage with diverse stakeholders who may not have a technical background. Additionally, you will team up with data engineers to implement data-driven process improvements and contribute to the establishment of data governance standards within R&D workflows.

IT Languages:

Python
SQL

As a Data Scientist, you will be responsible for a variety of tasks that are essential for enhancing R&D operations through data-driven insights.:

Collaborate with R&D scientists to understand project needs and provide analytical support;; Collect and analyze data to extract insights relevant to business objectives;; Manage the entire lifecycle of report and tool development from concept to deployment;; Communicate data findings in a clear and concise manner to diverse audiences;; Work with data engineers to enhance data quality and implement process improvements;; Participate in the establishment of data governance standards

Spoken Languages:

English

Skillset:

Data analysis
Data visualization
Predictive analytics
Project management
Version control

Soft Skills:

Excellent communication skills
Strong presentation skills
Teamwork and collaboration
Problem-solving mindset
Organizational skills

Qualifications:

2+ years of experience in data science, analytics, or a related field
Strong programming skills in Python
Domain knowledge in life sciences or a quantitative field such as operations research, applied math, and engineering
Working knowledge of SQL
Demonstrated project management skills

Years of Experience:

Location:

San Carlos, CA, United States

Job Benefits:

Comprehensive medical, dental, and vision insurance
Life and disability insurance
Free genetic testing for employees and their families
Fertility care benefits
Pregnancy and baby bonding leave
401k retirement plan
Commuter benefits
Generous employee referral program

Working Conditions:

Hybrid

Employment Type:

Full-time

Company Culture:

Natera fosters a collaborative environment where innovation and dedication are highly valued. Employees are encouraged to grow professionally while contributing to meaningful work that has a positive impact on healthcare. The organization promotes a culture of inclusivity and support, ensuring that every team member feels valued and empowered.

Opportunities For Advancement:

Professional development and training programs, Mentorship opportunities, Career progression within R&D and analytical roles

Visa Sponsorship:

Available ]]> Senior Data Scientist https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/senior-data-scientist-10/ Wed, 25 Sep 2024 20:40:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/senior-data-scientist-10/ Senior Data Scientist

Job Description:

We are on the lookout for a highly talented and seasoned Senior Data Scientist to become a valued member of our dynamic team. In this pivotal role, you will leverage your extensive knowledge in Machine Learning, Statistical Analysis, and Deep Learning to drive our data initiatives. You will be instrumental in developing and fine-tuning User Acquisition models, predicting Lifetime Value (LTV), and crafting Ad Monetization strategies, alongside conducting comprehensive Product Analytics. Your expertise will be essential in executing A/B testing, and effective project management will be crucial as you navigate the complexities of data science projects within our organization. A solid foundation in Python is a must, and prior experience in the mobile gaming sector is highly desirable.

IT Languages:

Python
SQL

As a Senior Data Scientist, you will undertake a variety of responsibilities that include building and optimizing machine learning models, conducting product analytics, leading A/B testing initiatives, and managing data science projects from conception to execution.:

Develop and optimize machine learning models for user acquisition and campaign performance;; Conduct product analysis to identify key metrics for product improvement;; Design and analyze A/B and multivariate tests for product features and marketing strategies;; Collaborate with cross-functional teams to ensure project success;; Utilize deep learning techniques for advanced data analysis tasks

Spoken Languages:

English;; German

Skillset:

Machine Learning
Statistical Analysis
Deep Learning
A/B Testing
Data Visualization
Predictive Analytics
User Segmentation
Python Libraries (Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch)

Soft Skills:

Excellent communication skills
Strong problem-solving abilities
Ability to work collaboratively in teams
Project management skills

Qualifications:

6+ years of professional experience in data science
Strong background in Machine Learning and Statistical Analysis
Experience in the mobile gaming industry is preferred

Years of Experience:

Location:

Berlin, Berlin, Germany, EU

Job Benefits:

State-of-the-art equipment
Diverse work environment with international colleagues
Training and development budget
Mental health support
Flexible working hours
Generous vacation days
Gym subscription
Monthly internet contribution

Working Conditions:

Full Time

Employment Type:

Permanent Contract

Company Culture:

Our organization fosters a spirited and inclusive environment filled with trust and a sense of belonging. We prioritize the well-being and job satisfaction of our employees while encouraging creativity and collaboration. We are dedicated to redefining the gaming industry through innovative approaches.

Opportunities For Advancement:

Professional development through training and workshops, Career growth within a rapidly evolving company, Potential for leadership roles in future projects

Visa Sponsorship:

Available ]]> Data Scientist https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/data-scientist-4/ Thu, 19 Sep 2024 07:00:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/data-scientist-4/ Data Scientist

Job Description:

We are looking for a highly talented Financial Data Scientist to join our dynamic team. In this role, you will be responsible for analyzing intricate financial datasets, developing predictive models, and deriving actionable insights that will inform our financial strategies and enhance decision-making processes. The ideal candidate will possess a robust background in data science, finance, and statistical modeling, coupled with a keen interest in transforming data into strategic assets that drive business success. You will have the opportunity to collaborate with cross-functional teams to address critical business questions and design innovative, data-driven solutions. Your expertise in machine learning and statistical methods will be pivotal in creating predictive models and risk assessments that guide our financial planning.

IT Languages:

Python
R
SQL

The role requires a combination of analytical expertise and financial acumen to drive strategic insights.:

Develop and implement advanced financial models and algorithms for data analysis and forecasting;; Collaborate with cross-functional teams to pinpoint critical business questions and design data-driven solutions;; Utilize machine learning and statistical techniques to produce predictive models and conduct risk assessments;; Perform comprehensive analyses of financial data, including investment performance, market trends, and economic indicators;; Create and maintain dashboards and reports to effectively communicate findings and insights to stakeholders;; Stay updated with industry trends and innovations in data science and finance to adopt cutting-edge techniques and tools;; Provide strategic recommendations based on data analysis to support financial planning and decision-making

Spoken Languages:

English;; German;; French

Skillset:

Statistical modeling
Predictive analytics
Financial analysis
Machine learning
Data visualization

Soft Skills:

Excellent problem-solving skills
Strong communication skills
Ability to work with complex datasets
Team collaboration skills

Qualifications:

Bachelor’s degree in Data Science, Finance, Statistics, Mathematics, or a related field; Master’s degree or PhD preferred
Proven experience as a Data Scientist, Financial Analyst, or in a similar role with a focus on financial data
Strong proficiency in programming languages such as Python and R, along with data manipulation tools like SQL
Experience with machine learning frameworks and statistical analysis techniques
Solid understanding of financial concepts, models, and instruments

Years of Experience:

Location:

Europe

Job Benefits:

Comprehensive health, dental, and vision insurance
401(k) with company match
Paid time off and holidays
Professional development opportunities
Flexible work arrangements

Working Conditions:

Full Time

Employment Type:

Permanent Contract

Company Culture:

We foster a collaborative and innovative work environment where creativity is encouraged, and team members are supported in their professional growth. Our culture emphasizes continuous learning and adaptability to stay ahead in a rapidly evolving industry.

Opportunities For Advancement:

Career development programs, Mentorship opportunities, Leadership training

Visa Sponsorship:

Available ]]> Data Analyst https://whoneedsengineers.com/jobs/data-sciene-and-analytics/data-analyst-13/ Sun, 15 Sep 2024 14:30:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/data-analyst-13/ Data Analyst

Job Description:

We are seeking an experienced Data Analyst who specializes in marketing analytics to join our dynamic team. In this essential role, you will leverage advanced analytical tools such as Google Data Studio, BigQuery, and Power BI to extract valuable insights from complex marketing datasets. Your ability to interpret data and transform it into strategic insights will play a pivotal role in guiding our marketing efforts. This position is perfect for individuals who are passionate about data-driven decision-making and enjoy utilizing technology to influence business outcomes. You will be collaborating closely with marketing teams to understand their data requirements, ensuring that your analyses inform their strategies effectively. Additionally, you will be responsible for monitoring key performance indicators, integrating data from diverse sources, and predicting market trends to support proactive strategy development. Furthermore, you will provide training and guidance to team members in utilizing data analysis tools and interpreting reports, fostering a data-informed culture within the organization.

IT Languages:

SQL
Python
R

As a Data Analyst, your responsibilities will encompass a variety of tasks aimed at enhancing our marketing analytics capabilities.:

Utilize Google Data Studio, BigQuery, and Power BI to analyze marketing data and derive actionable insights.;; Develop and maintain dynamic reporting dashboards that provide real-time insights into marketing performance.;; Collaborate with marketing teams to identify their data needs and deliver insights that guide decision-making.;; Integrate data from multiple sources to create a comprehensive view of marketing performance.;; Track and monitor key performance indicators to evaluate the effectiveness of marketing campaigns.;; Conduct predictive analyses to forecast trends and market movements, aiding in proactive strategy development.;; Provide training and support to team members on data analysis tools and report interpretation.

Spoken Languages:

English;; Swedish;; German

Skillset:

Data visualization
Statistical modeling
Predictive analytics
Data integration
Dashboard creation

Soft Skills:

Excellent communication skills
Strong analytical thinking
Team collaboration
Attention to detail
Proactive problem-solving

Qualifications:

Proven experience in data analysis and interpretation.
Strong proficiency with analytical tools including Google Data Studio, BigQuery, and Power BI.
Ability to analyze complex datasets and derive actionable insights.
Experience in collaborating with marketing teams and communicating insights effectively.
Adept at integrating and managing data from various sources.
Detail-oriented with a focus on accuracy in reporting and analysis.
Proficient in conducting predictive analysis to inform marketing strategies.

Years of Experience:

Location:

Europe

Job Benefits:

Competitive salary
Health insurance
Retirement plan
Flexible working hours
Professional development opportunities

Working Conditions:

Full Time

Employment Type:

Permanent Contract

Company Culture:

Our organization fosters a culture of innovation and collaboration, where data-driven insights shape our business strategies. We encourage continuous learning and provide our employees with the necessary tools and resources to succeed. A supportive environment awaits you, where your contributions are valued, and your growth is prioritized.

Opportunities For Advancement:

Career growth within the analytics team, Opportunities to lead projects, Access to professional development programs

Visa Sponsorship:

Available ]]>