Model evaluation – Who Needs Engineers https://whoneedsengineers.com/wne_live Software Engineering Recruitment Mon, 14 Oct 2024 16:00:01 +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 Model evaluation – Who Needs Engineers https://whoneedsengineers.com/wne_live 32 32 AI Math Analyst https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/ai-math-analyst-9/ Mon, 14 Oct 2024 16:00:01 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/ai-math-analyst-9/ AI Math Analyst

Job Description:

    Join a cutting-edge team dedicated to enhancing artificial intelligence models through expert human feedback. We are seeking experienced Math Analysts to utilize their mathematical expertise in training generative AI models. This remote freelance position offers flexible working hours, allowing you to contribute your knowledge at your convenience. As an AI Math Analyst, your role will involve evaluating the accuracy and relevance of AI-generated text in specialized domains, creating and responding to mathematical inquiries, and assessing the quality of domain-specific outputs generated by AI systems. If you are passionate about mathematics and its application in the AI field, this is an exciting opportunity to make a meaningful impact.

IT Languages:

  • Python
  • R
  • MATLAB

As an AI Math Analyst, you will have various responsibilities that leverage your expertise in mathematics to facilitate the training of AI models.:

    Assess the factual accuracy and relevance of domain-specific text produced by AI models.;; Craft and respond to mathematical questions to aid in model training.;; Evaluate and rank the quality of responses generated by AI models based on domain-specific criteria.

Spoken Languages:

  • English

Skillset:

  • Mathematics
  • Statistical analysis
  • Data interpretation
  • Model evaluation

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

Years of Experience:

    5

Location:

    United States

Job Benefits:

  • Flexible working hours
  • Remote work opportunity
  • Competitive pay rates
  • Incentive payments for certain projects

Working Conditions:

    Remote

Employment Type:

    Temporary Contract

Company Culture:

  • Our company fosters a collaborative and innovative environment where experts are encouraged to share their insights and contribute to the advancement of AI technologies. We value diversity and inclusivity, and we strive to create a supportive atmosphere for all team members to thrive.

Opportunities For Advancement:

  • Potential for higher pay rates based on expertise, Possibility of leading projects in the future, Opportunities to contribute to innovative AI solutions

Visa Sponsorship:

    Available
]]> Machine Learning Engineer 2 https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/machine-learning-engineer-2-2/ Tue, 01 Oct 2024 05:15:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/machine-learning-engineer-2-2/ Machine Learning Engineer 2

Job Description:

    Join a dynamic and innovative team as a Machine Learning Engineer, where you will collaborate closely with a group of talented data scientists. In this position, you will play a pivotal role in the development, coding, and large-scale deployment of data science models utilizing cutting-edge tools and technologies. Your primary responsibilities will include data wrangling, feature engineering, model development, and evaluating metrics to ensure the effectiveness of your models. You will be tasked with not only creating prototype models but also taking these models to production, ensuring they are scalable and efficient for customer use. As you enhance existing models, you will delve into the specifics of algorithm implementations to optimize performance and reduce training times. You will also have opportunities to develop new tools designed to alleviate challenges within the data science workflow, such as improving data processing speeds and managing data more effectively. This role provides a fantastic opportunity to leverage your technical skills while working in a collaborative environment.

IT Languages:

  • Python
  • R
  • SQL

As a Machine Learning Engineer, your responsibilities will encompass a wide range of tasks aimed at transforming raw data into actionable insights through machine learning models.:

    Discover and access various data sources, ensuring the data is clean and prepared for machine learning applications;; Collaborate with data scientists to create and refine features from data, building efficient pipelines for model training and deployment;; Work alongside data scientists to design, implement, and refine machine learning algorithms and other analytical models;; Conduct regular A/B testing and statistical analyses to assess the impact of models and make data-driven decisions;; Engage in cross-functional teamwork with product managers, data scientists, and product engineers, effectively communicating results and findings;; Explore and analyze new technological advancements to evaluate their potential benefits for customer solutions

Spoken Languages:

  • English;; Spanish;; French

Skillset:

  • Data Wrangling
  • Feature Engineering
  • Machine Learning Algorithms
  • Model Evaluation
  • Data Processing

Soft Skills:

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

Qualifications:

  • BS, MS, or PhD degree in Computer Science or a related field
  • Equivalent practical experience in a relevant field
  • Proficiency in data science tools and frameworks such as Python, Scikit-learn, NLTK, Numpy, Pandas, TensorFlow, Keras, R, and Spark
  • Basic understanding of machine learning techniques including classification, regression, and clustering

Years of Experience:

    3

Location:

    New York, NY, United States

Job Benefits:

  • Health Insurance
  • Retirement Plan
  • Paid Time Off
  • Professional Development Opportunities
  • Flexible Work Hours

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • The company fosters an inclusive and supportive work environment that encourages innovation and continuous learning. Team members are valued for their unique perspectives and contributions, and collaboration is at the heart of the company's success.

Opportunities For Advancement:

  • Career Development Programs, Mentorship Opportunities, Leadership Training, Cross-Departmental Projects

Visa Sponsorship:

    Available
]]> AI / ML Engineer https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/ai-ml-engineer-4/ Tue, 01 Oct 2024 03:15:01 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/ai-ml-engineer-4/ AI / ML Engineer

Job Description:

    We are seeking a seasoned AI / ML Engineer with over ten years of experience in designing, developing, and deploying advanced machine learning models to address complex business challenges. The ideal candidate will collaborate closely with cross-functional teams to gather requirements and understand business goals, ensuring that AI and ML solutions are effectively aligned with organizational objectives. The role will involve exploring and experimenting with innovative machine learning techniques, frameworks, and libraries to enhance model performance and accuracy. You will also be responsible for optimizing and scaling machine learning algorithms to efficiently process large datasets, while conducting thorough testing and validation to maintain the highest quality and reliability of our AI and ML models. Staying current with the latest advancements in artificial intelligence and machine learning technologies is essential for success in this position.

IT Languages:

  • Python
  • TensorFlow
  • PyTorch
  • scikit-learn

The key responsibilities of the AI / ML Engineer include the following::

    Design, develop, and implement machine learning models and algorithms to solve real-world business problems;; Collaborate with stakeholders to gather requirements and define project objectives;; Experiment with new machine learning techniques and frameworks to enhance model capabilities;; Optimize machine learning algorithms for performance and scalability;; Conduct comprehensive testing and validation of AI/ML models

Spoken Languages:

  • English

Skillset:

  • Machine learning algorithms
  • Data preprocessing
  • Feature engineering
  • Model evaluation
  • Cloud platforms (AWS, Azure, Google Cloud)

Soft Skills:

  • Excellent problem-solving skills
  • Attention to detail
  • Strong communication skills
  • Ability to work collaboratively in a team environment

Qualifications:

  • Bachelor’s or Master’s degree in computer science, engineering, mathematics, or a related field
  • Strong proficiency in Python programming
  • Experience with machine learning libraries such as TensorFlow, PyTorch, and scikit-learn
  • Solid understanding of various machine learning algorithms and techniques

Years of Experience:

    10

Location:

    United States

Job Benefits:

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

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • We foster a collaborative and innovative atmosphere that encourages continuous learning and professional growth. Our team values diversity, creativity, and a commitment to excellence in all our endeavors.

Opportunities For Advancement:

  • Leadership roles in AI/ML projects, Opportunities to work on cutting-edge technologies, Mentorship and training programs

Visa Sponsorship:

    Available
]]> Senior Applied Scientist – Content Visibility, ML https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/senior-applied-scientist-content-visibility-ml/ Tue, 24 Sep 2024 19:20:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/senior-applied-scientist-content-visibility-ml/ Senior Applied Scientist – Content Visibility, ML

Job Description:

    We are seeking a highly skilled Senior Applied Scientist specializing in Content Visibility and Machine Learning to join our innovative team. In this role, you will leverage your expertise in creating and optimizing machine learning models to enhance customer experiences and drive strategic decision-making. You will be responsible for designing fit-for-purpose ML solutions focusing on recommendation systems, reinforcement learning, and predicting customer behaviors. Your deep understanding of theoretical frameworks and practical applications in machine learning will be crucial in advancing our data science initiatives. You will actively contribute to impactful projects and collaborate with cross-functional teams to communicate findings and insights effectively to both technical and non-technical stakeholders, ensuring that your work aligns with our overall business goals.

IT Languages:

  • Python
  • TensorFlow
  • Keras
  • PyTorch
  • Spark SQL

As a Senior Applied Scientist, you will be tasked with leading machine learning projects and applications that significantly impact our customers and the business.:

    Design and implement machine learning models for various applications;; Analyze and interpret complex datasets to derive actionable insights;; Collaborate with engineering teams to deploy models in scalable environments;; Communicate results and methodologies to diverse audiences;; Stay up-to-date with the latest advancements in machine learning and AI

Spoken Languages:

  • English;; German

Skillset:

  • Machine Learning
  • Deep Learning
  • Data Science
  • Statistical Analysis
  • Model Evaluation

Soft Skills:

  • Strong communication skills
  • Problem-solving mindset
  • Collaborative approach
  • Adaptability
  • Attention to detail

Qualifications:

  • Ph.D. or MSc in Machine Learning or Data Science or equivalent experience
  • Proven track record in developing machine learning models
  • Experience with deep learning architectures in production environments

Years of Experience:

    5

Location:

    Berlin, Berlin, Germany, EU

Job Benefits:

  • Competitive salary
  • Professional development opportunities
  • Flexible working hours
  • Health and wellness programs
  • Collaborative work environment

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • We foster a culture of innovation and collaboration, valuing diverse perspectives and encouraging continuous learning. Our team thrives on creativity and a shared commitment to excellence, where every member is empowered to contribute ideas and drive change.

Opportunities For Advancement:

  • Career growth and development programs, Mentorship opportunities, Access to cutting-edge technology and resources

Visa Sponsorship:

    Available
]]> Machine Learning Engineer – Freelance https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/machine-learning-engineer-freelance/ Tue, 24 Sep 2024 02:00:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/machine-learning-engineer-freelance/ Machine Learning Engineer – Freelance

Job Description:

    We are seeking a highly skilled Freelance Machine Learning Engineer to join our dynamic team. In this role, you will work remotely within Germany to develop and implement innovative machine learning solutions tailored to meet the specific needs of our clients. You will collaborate closely with clients to fully understand their project requirements and goals, ensuring that the machine learning models and algorithms you create are both effective and efficient. Your expertise will be critical in optimizing machine learning pipelines, conducting thorough testing and validation to guarantee model accuracy and reliability. Throughout the project lifecycle, you will provide essential technical guidance and support to clients, delivering clear updates on progress and addressing any challenges that arise.

IT Languages:

  • Python
  • R
  • Java

As a Machine Learning Engineer, you will be responsible for a variety of tasks aimed at delivering high-quality machine learning solutions.:

    Collaborate with clients to understand project requirements;; Design and implement custom machine learning models and algorithms;; Optimize machine learning pipelines for better scalability and efficiency;; Conduct rigorous testing and validation of models to ensure accuracy;; Provide ongoing technical support and guidance to clients;; Communicate project progress, challenges, and outcomes effectively

Spoken Languages:

  • English;; German

Skillset:

  • Machine Learning techniques
  • Data preprocessing
  • Model evaluation
  • TensorFlow
  • PyTorch

Soft Skills:

  • Excellent communication skills
  • Problem-solving mindset
  • Team collaboration
  • Adaptability

Qualifications:

  • Bachelor’s or Master’s degree in Computer Science, Engineering, Mathematics, or a related field
  • Proven experience in developing and deploying machine learning models

Years of Experience:

    5

Location:

    Europe

Job Benefits:

  • Flexible working hours
  • Remote work options
  • Opportunity to work on diverse projects
  • Access to the latest technologies

Working Conditions:

    Remote

Employment Type:

    Temporary Contract

Company Culture:

  • Our company fosters a collaborative and innovative environment, encouraging continuous learning and professional growth. We value diversity and strive to create inclusive teams that leverage different perspectives to drive success.

Opportunities For Advancement:

  • Potential for long-term contracts, Opportunity to lead future projects, Access to professional development resources

Visa Sponsorship:

    Not Available
]]>