Statistical modeling – Who Needs Engineers
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Software Engineering RecruitmentSat, 26 Oct 2024 09:30:02 +0000en-US
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1 https://wordpress.org/?v=6.6.2https://whoneedsengineers.com/wne_live/wp-content/uploads/2023/06/cropped-wne_logo-3-32x32.pngStatistical modeling – Who Needs Engineers
https://whoneedsengineers.com/wne_live
3232Research Scientist – Data Science Engineering
https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/research-scientist-data-science-engineering/
Sat, 26 Oct 2024 09:30:02 +0000https://whoneedsengineers.com/wne_live/jobs/jobs-categories/research-scientist-data-science-engineering/Research Scientist – Data Science Engineering
Job Description:
Join our dynamic team as a Research Scientist where you will play a pivotal role in advancing our AI technology. In this position, you will utilize your expertise in machine learning and generative models to enhance our innovative products that improve communication efficiency. Your responsibilities will include conducting in-depth research, prototyping new features, and collaborating closely with cross-functional teams to understand and address product scalability and performance challenges. This is an exciting opportunity to directly influence product development and strategy while working in a fast-paced, innovative environment. Your work will help shape the future of knowledge management and productivity tools.
IT Languages:
Python
R
As a Research Scientist, you will be responsible for the following tasks::
Stay current with the latest machine learning advancements and identify opportunities to leverage these technologies.;; Conduct research and prototype features, collaborating with product, design, and engineering teams.;; Regularly present research findings and project status to the data science team.;; Conduct surveys and gather ground truth data to validate research outcomes.;; Work alongside engineering to implement and maintain new methodologies.;; Assist in the recruitment and development of team members.
Spoken Languages:
English
Skillset:
Machine learning
Deep learning
Statistical modeling
Data validation
Research methodology
Soft Skills:
Excellent communication skills
Collaboration
Adaptability
Critical thinking
Qualifications:
Advanced degree in a quantitative field, PhD preferred
Strong background in machine and deep learning
Experience with statistical techniques, including causal methods and A/B testing
Proficiency in Python or R
Years of Experience:
5
Location:
United States
Job Benefits:
Equity options
Health insurance with low deductibles
Flexible time away programs
Family leave programs
Working Conditions:
Hybrid
Employment Type:
Permanent Contract
Company Culture:
We foster a diverse and inclusive environment where respect and equal opportunities are paramount. Our team thrives on collaboration and innovation, encouraging individuals from all backgrounds to contribute their unique perspectives.
Opportunities For Advancement:
Professional development programs, Mentorship opportunities, Potential for leadership roles, Cross-departmental projects
Visa Sponsorship:
Available
]]>Data Scientist-AI
https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/data-scientist-ai/
Fri, 25 Oct 2024 17:30:02 +0000https://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
]]>2025 Intern – Data Scientist
https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/2025-intern-data-scientist/
Fri, 25 Oct 2024 09:30:02 +0000https://whoneedsengineers.com/wne_live/jobs/jobs-categories/2025-intern-data-scientist/2025 Intern – Data Scientist
Job Description:
Join our innovative team as a Data Science Intern and immerse yourself in the world of generative AI at Adobe. This role presents a unique opportunity to apply cutting-edge data mining, machine learning, and natural language processing techniques to real-world datasets. As part of the Firefly Data Science team, you will engage in analyzing extensive customer data, contributing to various business challenges, and enhancing our product offerings. You will be responsible for developing machine learning models that not only generate insights but also create tangible business impacts. Your work will be instrumental in transforming how our customers interact with our products throughout their lifecycle, ensuring value realization and improving customer experience.
IT Languages:
Python
SQL
As a Data Science Intern, you will take part in various responsibilities that leverage your technical and analytical skills.:
Apply data mining and machine learning to analyze and interpret massive datasets.;; Develop scalable machine learning models and assess their business impact.;; Utilize statistical techniques to derive insights and predictions from data.;; Explore customer product life cycles to enhance engagement and service delivery.
Spoken Languages:
English
Skillset:
Data mining
Machine learning
Natural Language Processing
Statistical modeling
Cloud computing
ML frameworks
Git
Jupyter Notebook
Azure
AWS
Databricks
Spark-SQL
Airflow
Soft Skills:
Analytical thinking
Problem-solving
Team collaboration
Effective communication
Qualifications:
Currently enrolled in a Master’s or PhD program in Computer Science, Data Science, Information Science, Statistics, Applied Mathematics, or Engineering with an expected graduation date between December 2025 and June 2026.
Strong foundation in SQL and Python programming languages.
Proven understanding of machine learning, data mining, and statistical modeling concepts.
Years of Experience:
0
Location:
United States
Job Benefits:
Competitive hourly compensation
Hybrid work environment
Mentorship from experienced professionals
Opportunities for skill development and learning
Working Conditions:
Hybrid
Employment Type:
Internship
Company Culture:
At Adobe, we believe in the power of creativity and innovation. Our culture fosters collaboration and values diverse perspectives. We are committed to providing equal opportunities and ensuring that every employee feels respected and included. We encourage our employees to share their ideas, as we recognize that the next great innovation can come from anyone within our organization.
Opportunities For Advancement:
Potential for future employment after internship, Networking opportunities with industry professionals, Access to training and development programs
Visa Sponsorship:
Not Available
]]>AI Math Analyst
https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/ai-math-analyst-15/
Thu, 24 Oct 2024 21:30:02 +0000https://whoneedsengineers.com/wne_live/jobs/jobs-categories/ai-math-analyst-15/AI Math Analyst
Job Description:
Join a forward-thinking organization dedicated to enhancing AI models through expert human feedback. We are seeking experienced Math Analysts who are passionate about utilizing their mathematical skills to contribute to the training of advanced generative AI models. This role offers the flexibility of remote work, allowing you to manage your own schedule. As an AI Math Analyst, you will evaluate and provide insights into AI-generated mathematical content, ensuring accuracy and relevance while also crafting and addressing mathematical queries. This is an exciting opportunity to be at the forefront of AI technology, making a meaningful impact on the development of intelligent systems.
IT Languages:
Python
R
MATLAB
As an AI Math Analyst, your primary responsibilities will include evaluating AI outputs and contributing to the improvement of AI models through mathematical expertise.:
Assessing the accuracy and relevance of math-related content produced by AI systems.;; Creating and responding to mathematical questions that challenge AI models.;; Evaluating and ranking the quality of AI-generated mathematical responses.
Spoken Languages:
English;; German
Skillset:
Mathematics
Data analysis
Statistical modeling
AI understanding
Soft Skills:
Analytical thinking
Attention to detail
Effective communication
Problem-solving
Qualifications:
Bachelor’s degree or higher in Mathematics or a related field.
Proven experience as a Mathematics professional.
Years of Experience:
5
Location:
United States
Job Benefits:
Flexible working hours
Remote work opportunity
Competitive pay rates
Project-based incentive payments
Working Conditions:
Remote
Employment Type:
Temporary Contract
Company Culture:
We foster an innovative and collaborative work environment where experts are encouraged to share their insights and contribute to groundbreaking projects. Our team values diversity, creativity, and a commitment to excellence in the rapidly evolving field of artificial intelligence.
Opportunities For Advancement:
Potential to work on high-impact AI projects, Opportunities for skill development and training, Possibility of transitioning to full-time roles based on performance
We are seeking a talented Machine Learning Engineer who is passionate about creating intelligent systems and leveraging data to make impactful decisions. In this role, you will be responsible for designing, implementing, and optimizing machine learning models that enhance our product offerings. You will work closely with cross-functional teams to understand business needs and translate them into technical solutions. Your analytical skills will be critical in interpreting complex datasets and ensuring the reliability and scalability of our machine learning infrastructure. The ideal candidate will have a strong background in mathematics, statistics, and programming, and will be eager to drive innovation in our projects.
IT Languages:
Python
R
Java
SQL
As a Machine Learning Engineer, you will undertake a variety of tasks to ensure the successful deployment of machine learning solutions.:
Develop and optimize machine learning models for various applications;; Analyze and preprocess data to improve model accuracy;; Collaborate with data scientists and software engineers to integrate models into production systems;; Monitor model performance and implement improvements as necessary;; Document processes and share insights with team members
Spoken Languages:
English;; Spanish;; French
Skillset:
Machine Learning
Data Analysis
Statistical Modeling
Deep Learning
Natural Language Processing
Soft Skills:
Problem-solving
Team collaboration
Effective communication
Adaptability
Qualifications:
Bachelor’s degree in Computer Science, Engineering, Mathematics, or a related field
Strong understanding of machine learning algorithms and frameworks
Experience with data preprocessing and feature engineering
Years of Experience:
3
Location:
New York, NY, United States
Job Benefits:
Health insurance
Retirement plan
Flexible working hours
Professional development opportunities
Working Conditions:
Full Time
Employment Type:
Permanent Contract
Company Culture:
We foster a culture of innovation and collaboration, where team members are encouraged to share ideas and drive projects forward. Our environment is dynamic and inclusive, promoting continuous learning and professional growth.
Opportunities For Advancement:
Career progression into senior technical roles, Opportunities to lead projects and initiatives, Access to training and workshops to enhance skills
Visa Sponsorship:
Available
]]>AI Math Analyst
https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/ai-math-analyst-12/
Wed, 23 Oct 2024 13:30:02 +0000https://whoneedsengineers.com/wne_live/jobs/jobs-categories/ai-math-analyst-12/AI Math Analyst
Job Description:
Outlier is seeking knowledgeable Math Experts to provide valuable human feedback for training generative artificial intelligence models. This is a unique opportunity to leverage your mathematical skills in an innovative environment where your input directly influences the performance of AI systems. As an AI Math Analyst, you will be responsible for evaluating and enhancing the quality of AI-generated outputs. Your expertise in mathematics will be crucial in assessing the accuracy and relevance of specialized content produced by AI models. This role allows for considerable flexibility as it is a freelance position, enabling you to choose hours that fit your schedule best. If you possess a strong foundation in mathematics and a passion for technology, this role is perfect for you.
IT Languages:
Python
R
Java
As an AI Math Analyst, you will engage in various tasks that are essential to the improvement of AI models.:
Assess the factual accuracy and relevance of math-related content generated by AI systems;; Develop and respond to mathematical questions to enhance AI comprehension;; Evaluate and rank the quality of AI-generated responses based on mathematical correctness
Spoken Languages:
English
Skillset:
Mathematical analysis
Statistical modeling
Data interpretation
Soft Skills:
Analytical thinking
Attention to detail
Effective communication
Problem-solving
Qualifications:
Bachelor’s degree or higher in Mathematics or a related field
Proven experience as a Math professional
Ability to articulate mathematical concepts clearly in fluent English
Years of Experience:
3
Location:
United States
Job Benefits:
Flexible working hours
Remote work opportunity
Competitive hourly rates
Opportunity to work on cutting-edge AI projects
Working Conditions:
Remote
Employment Type:
Temporary Contract
Company Culture:
The company fosters an innovative and collaborative environment where experts from various fields come together to push the boundaries of AI technology. Employees are encouraged to share ideas and contribute to meaningful projects that have a real-world impact.
Opportunities For Advancement:
Potential for involvement in advanced AI research projects, Opportunities to transition to full-time roles based on performance, Networking with professionals in the AI and technology sectors
Visa Sponsorship:
Not Available
]]>Software Developer in Machine and Deep Learning
https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/software-developer-in-machine-and-deep-learning-2/
Sun, 20 Oct 2024 09:45:02 +0000https://whoneedsengineers.com/wne_live/jobs/jobs-categories/software-developer-in-machine-and-deep-learning-2/Software Developer in Machine and Deep Learning
Job Description:
Launch your career with us by working on impactful and system-relevant projects. We are an innovative, creative, and dynamic family-owned company, renowned for developing tomedo®, our rapidly expanding Apple-based software designed for medical practices. Our software has received the highest customer satisfaction ratings in independent surveys conducted by the medical news service. With flat hierarchies and a communicative environment, we encourage your creativity and ideas, allowing you to contribute to exciting projects. Join us and take the opportunity to grow while actively driving the success of our company.
IT Languages:
Python
TensorFlow
Keras
R
As a key member of our AI team, you will engage in both applied research and practical implementation of machine learning algorithms. You will work on projects such as speech recognition and melanoma detection, collaborating with approximately 2000 medical professionals who utilize our software.:
Develop and implement machine learning algorithms;; Engage in applied research and translate findings into practical applications;; Collaborate with clients to integrate new technologies into their practices;; Continuously learn and adapt to new challenges and technologies
Spoken Languages:
English;; German
Skillset:
Machine Learning
Deep Learning
Data Analysis
Statistical Modeling
Soft Skills:
Strong communication skills
Team-oriented mindset
Adaptability to changing environments
Creative thinking
Qualifications:
Exceptional analytical thinking and problem-solving skills
Strong performance in mathematics, physics, and computer science during studies
Technical or scientific degree with excellent results, PhD is a plus
Curiosity about IT and a desire to deepen practical knowledge
Experience in smaller companies can help with adaptability
Years of Experience:
3
Location:
Germany
Job Benefits:
Flexible working hours
Home office options
Team-building events
Health-focused workplace with fruit and sports activities
Working Conditions:
Full Time
Employment Type:
Permanent Contract
Company Culture:
We foster a supportive and collaborative work environment where creativity thrives. Our culture is built on long-term relationships and mutual respect, creating a strong sense of community among our employees. We believe in the importance of health and well-being, providing various activities and initiatives that promote a balanced work-life experience.
Opportunities For Advancement:
Professional development and training opportunities, Potential for leadership roles, Engagement in innovative projects
Visa Sponsorship:
Available
]]>(Junior) Data Scientist
https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/junior-data-scientist-44/
Sun, 20 Oct 2024 08:25:01 +0000https://whoneedsengineers.com/wne_live/jobs/jobs-categories/junior-data-scientist-44/(Junior) Data Scientist
Job Description:
We are looking for a (Junior) Data Scientist who will effectively drive the topic of data and artificial intelligence at Lidl Germany. In this role, you will support various departments through the application of analytical methods, enhancing operational processes and enabling better strategic decision-making. Your business acumen, combined with your data science expertise, will be crucial in advancing the data and AI initiatives at Lidl. You will collaborate with subject matter experts to identify key questions where data science can deliver real financial benefits, and you will be part of Lidl's global data and AI community. You will apply a wide range of statistical and mathematical methods, as well as machine learning techniques, to evaluate actions, make forecasts, and assist in optimizing business processes. You will utilize our extensive and modern cloud-based big data platform, ensuring relevant data sources are cleaned and linked for further analysis. In agile, interdisciplinary teams, you will work on projects and regularly present your findings to stakeholders and management.
IT Languages:
Python
R
Spark
As a Junior Data Scientist, you will take on various responsibilities aimed at utilizing data science to create value for the organization.:
Identify and analyze complex questions in collaboration with experts;; Apply statistical and machine learning methods to data sets;; Evaluate and forecast business scenarios;; Optimize operational processes using data insights;; Clean and connect relevant data sources for analysis;; Work on projects in agile teams and present results to stakeholders
Spoken Languages:
German;; English
Skillset:
Data analysis
Machine learning
Statistical modeling
Data visualization
Soft Skills:
Critical thinking
Communication
Team collaboration
Problem-solving
Qualifications:
Completed degree in (business) computer science, economics, statistics, mathematics, or a related field with a focus on econometrics or data science
Strong analytical skills and experience with regression analysis, machine learning, and optimization methods
Years of Experience:
1
Location:
Germany
Job Benefits:
Attractive above-average salary
Permanent employment contract with six weeks of vacation per year
Comprehensive onboarding with a personal mentor
Individual development opportunities with various perspectives
Modern working environment with flexible working arrangements, including remote work
Access to in-house fitness facilities
A supportive team culture that values open communication and personal growth
Working Conditions:
Full Time
Employment Type:
Permanent Contract
Company Culture:
The company promotes a culture of trust, diversity, and transparency, offering attractive benefits and a work environment that encourages personal growth and development.
Opportunities For Advancement:
Career development programs, Mentorship opportunities, Participation in global data and AI initiatives
Visa Sponsorship:
Available
]]>Data Analyst
https://whoneedsengineers.com/jobs/data-sciene-and-analytics/data-analyst-88/
Sun, 20 Oct 2024 00:55:02 +0000https://whoneedsengineers.com/wne_live/jobs/jobs-categories/data-analyst-88/Data Analyst
Job Description:
Join a leading mobile advertising platform that focuses on delivering innovative solutions for app publishers. As part of a dynamic international team, you will work on enhancing the user experience for over 200 million users through data-driven insights. In your role as a Data Analyst, you will analyze various data streams and contribute to the development of our advanced ad tech platform. Your responsibilities will involve creating detailed reports, analyzing data from diverse sources, and participating in building models to provide actionable business insights. The ideal candidate will possess strong analytical skills and the ability to communicate complex data in a manner that is easily understandable to stakeholders. You will have the opportunity to work with cutting-edge technologies and contribute to the growth and success of our products.
IT Languages:
Python
Scala
SQL
As a Data Analyst, your primary goal will be to leverage data insights to identify opportunities for product improvement and growth.:
Analyze and communicate reports and statistics using queries;; Participate in building and maintaining analytical models;; Drill into data from various sources and write scripts to enhance processes;; Collaborate with cross-functional teams to understand product components and their impact on user experience;; Communicate effectively with stakeholders to convey technical issues in business language
Spoken Languages:
English
Skillset:
Data analysis
Business intelligence
Statistical modeling
Data visualization
Soft Skills:
Strong communication skills
Analytical mindset
Team collaboration
Problem-solving abilities
Qualifications:
Proficient in analytical tools and programming languages such as Python, Scala, or Julia
Strong experience in SQL and big data technologies
Familiarity with BI tools like Power BI, Tableau, or Quicksight
Years of Experience:
3
Location:
Germany
Job Benefits:
Flexible working hours
30 vacation days
Remote work options
Monthly company lunches
Free snacks and drinks
In-house gym and wellness programs
Professional development opportunities
Virtual stock options
Working Conditions:
Full Time
Employment Type:
Permanent Contract
Company Culture:
The company fosters a dynamic and innovative environment where teamwork and creativity are encouraged. Employees enjoy a collaborative atmosphere with a focus on personal and professional growth.
Opportunities For Advancement:
Professional development courses, Career progression within the company, Participation in hackathons and team events
Visa Sponsorship:
Available
]]>AI Math Specialist
https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/ai-math-specialist-3/
Mon, 14 Oct 2024 15:20:03 +0000https://whoneedsengineers.com/wne_live/jobs/jobs-categories/ai-math-specialist-3/AI Math Specialist
Job Description:
Outlier is seeking skilled professionals in mathematics to contribute to the evolution of artificial intelligence by providing valuable human feedback on AI-generated content. As an AI Math Specialist, you will leverage your extensive knowledge in mathematics to help refine and enhance AI models. This role involves evaluating the accuracy and significance of mathematics-related text generated by AI systems, as well as creating and responding to questions that challenge the AI's understanding of mathematical concepts. You will play a crucial role in assessing the quality of AI outputs, ensuring they meet domain-specific standards, and providing structured feedback to improve overall performance. This is a unique opportunity to apply your expertise in a flexible remote work setting, allowing you to manage your hours effectively.
IT Languages:
Python
R
MATLAB
As an AI Math Specialist, you will undertake various responsibilities that contribute to the training and evaluation of AI models, ensuring their outputs are precise and relevant.:
Assess and verify the factual accuracy of mathematical content generated by AI systems;; Develop and respond to questions that test the AI’s understanding of mathematical principles;; Evaluate and rank the quality of AI-generated responses related to mathematics;; Provide constructive feedback that aids in the refinement of AI models
Spoken Languages:
English;; Spanish
Skillset:
Mathematical analysis
Statistical modeling
Data interpretation
AI training
Soft Skills:
Analytical thinking
Attention to detail
Effective communication
Problem-solving
Qualifications:
Bachelor’s degree or higher in Mathematics or a related field
Experience in a professional mathematics role
Strong written communication skills in English
Years of Experience:
5
Location:
United States
Job Benefits:
Flexible working hours
Remote work options
Competitive pay rates
Incentive payments for specific projects
Working Conditions:
Remote
Employment Type:
Temporary Contract
Company Culture:
The work environment at Outlier fosters innovation and collaboration, valuing the expertise of every team member while encouraging continuous learning and professional growth. The culture is built on flexibility and the pursuit of excellence in AI development.
Opportunities For Advancement:
Potential for project leadership roles, Opportunities to mentor junior specialists, Involvement in advanced AI projects