Natural Language Processing – Who Needs Engineers
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Software Engineering RecruitmentMon, 28 Oct 2024 17:30:03 +0000en-US
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1 https://wordpress.org/?v=6.6.2/wne_live/wp-content/uploads/2023/06/cropped-wne_logo-3-32x32.pngNatural Language Processing – Who Needs Engineers
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3232Machine Learning Engineer
/jobs/emerging-technologies-and-specialized-roles/machine-learning-engineer-26/
Mon, 28 Oct 2024 17:30:03 +0000/wne_live/jobs/jobs-categories/machine-learning-engineer-26/Machine Learning Engineer
Job Description:
We are looking for a skilled Machine Learning Engineer to join our team and contribute to the development of innovative machine learning solutions. In this role, you will focus on enhancing existing machine learning applications and data models to improve our internal systems. You will be responsible for executing quality assurance testing, developing prototypes, and integrating data seamlessly into our company's infrastructure. Proficiency in AI, Natural Language Processing, and Data Science is crucial, and your expertise will be instrumental in driving our projects forward. The ideal candidate will possess strong problem-solving skills and a proactive approach to tackling complex challenges in the realm of machine learning. Fluency in both German and English is required to effectively communicate with our diverse team and external partners.
IT Languages:
Python
R
SQL
As a Machine Learning Engineer, you will take on various responsibilities that are critical to our success.:
Lead machine learning and AI projects focused on automation and efficiency;; Develop and refine data models to enhance organizational systems;; Create proof of concept and prototypes for machine learning applications;; Conduct controlled testing to ensure the reliability and quality of developed models;; Collaborate with internal teams and external partners to design and implement effective solutions
Spoken Languages:
English;; German
Skillset:
Machine Learning
Python programming
Data Science
Cloud Computing
Natural Language Processing
Soft Skills:
Strong communication skills
Team collaboration
Analytical thinking
Adaptability
Problem-solving
Qualifications:
Bachelor’s or Master’s degree in Computer Science, Data Science, or a related field
Proven experience in machine learning and data modeling
Strong understanding of AI and Natural Language Processing
Years of Experience:
5
Location:
Germany
Job Benefits:
Flexible working hours
Hybrid work options
Professional development opportunities
Health and wellness programs
Collaborative work environment
Working Conditions:
Full Time
Employment Type:
Permanent Contract
Company Culture:
Our company fosters a culture of innovation and collaboration, where team members are encouraged to share ideas and work together towards common goals. We value diversity and strive to create an inclusive environment that promotes professional growth and personal development.
Opportunities For Advancement:
Career progression into senior technical roles, Opportunities to lead projects, Mentorship programs
Join our dynamic Artificial Intelligence and Computer Vision (AICV) group at our research and development center in Darmstadt, where we focus on cutting-edge applied research and technology transfer into innovative products. You will be at the forefront of advancing new technologies in the fields of Artificial Intelligence, Machine Learning, Computer Vision, Natural Language Processing, and Large Language Models. As a Lead/Senior Scientist, you will contribute your expertise within an interdisciplinary team, collaborating closely with domain experts to design and implement groundbreaking AI solutions. Your role will involve investigating and developing innovative algorithms to extract valuable insights from diverse application areas. You will also have the opportunity to mentor graduate students and coordinate their work with research teams. We are looking for a candidate who possesses a strong foundation in machine learning and a keen interest in adapting state-of-the-art AI and Natural Language Understanding algorithms for high-performance applications. You should be dedicated to ethical AI practices and eager to impact the industry through actual projects.
IT Languages:
Python
C++
Kotlin
As a Lead/Senior Scientist, you will drive the research and development of new AI, Machine Learning, and NLP algorithms and products, ensuring successful integration into our product ecosystem.:
Conduct applied research and collaborate with peers, teams, external partners, and customers to establish a solid technological foundation.;; Oversee project results in alignment with overall project plans, ensuring seamless integration into existing products.;; Mentor and guide graduate students, fostering their development and integrating their contributions into ongoing projects.
Spoken Languages:
English;; German
Skillset:
Machine Learning
Artificial Intelligence
Computer Vision
Natural Language Processing
Deep Learning
Algorithm Development
Soft Skills:
Team Collaboration
Problem-Solving
Communication
Adaptability
Qualifications:
Master’s degree or equivalent in AI, Machine Learning, Computer Vision, NLP or related fields is essential.
Doctorate degree or equivalent in relevant disciplines is advantageous.
Years of Experience:
5
Location:
Germany
Job Benefits:
Flexible working hours
Health and wellness programs
Opportunities for professional development
Collaborative work environment
Working Conditions:
Full Time
Employment Type:
Permanent Contract
Company Culture:
Our company fosters a culture of innovation and collaboration, encouraging team members to think creatively and work together towards common goals. We prioritize ethical practices and the responsible use of technology, supporting an inclusive environment where diverse perspectives are valued.
Opportunities For Advancement:
Leadership roles within the AICV group, Research and development project leadership opportunities, Mentorship and training positions
Visa Sponsorship:
Available
]]>Machine Learning Engineer – NLP Team
/jobs/emerging-technologies-and-specialized-roles/machine-learning-engineer-nlp-team/
Sun, 27 Oct 2024 09:30:02 +0000/wne_live/jobs/jobs-categories/machine-learning-engineer-nlp-team/Machine Learning Engineer – NLP Team
Job Description:
Join our dynamic team as a Machine Learning Engineer specializing in Natural Language Processing. You will play a pivotal role in leveraging state-of-the-art deep learning techniques to create real-world applications that make a significant impact across various industries. From the initial concept and prototyping phase to full production deployment, you will be involved in every step of the process. Our focus is on accelerating AI adoption, and as part of our team, you will contribute to transformative solutions that enhance business operations.
IT Languages:
Python
Flask
FastAPI
Django
React
As a Machine Learning Engineer, your main tasks will include scoping machine learning projects, implementing advanced NLP techniques, and collaborating with a diverse team to deliver production-ready solutions.:
Assess the technical feasibility of machine learning projects through direct client interactions;; Contribute to the next generation of AI solutions and the open-source community;; Implement machine learning models with a focus on Natural Language Processing;; Collaborate with data scientists, backend developers, and frontend engineers to create integrated AI solutions
Spoken Languages:
English;; German
Skillset:
Machine Learning
Deep Learning
Natural Language Processing
Cloud Computing
Software Development
Soft Skills:
Excellent communication skills
Ability to understand client needs
Strong problem-solving capabilities
Team collaboration and adaptability
Qualifications:
Bachelor’s or higher in Computer Science, Machine Learning, or a related technical field
Solid foundation in software engineering principles
Experience in handling complex technical projects independently
Years of Experience:
3
Location:
Germany
Job Benefits:
Flexible work-from-home policy
New office space in the AI Campus, Berlin
Visa sponsorship available
Hardware allowance for necessary equipment
Monthly allowance for mobility, sports, or groceries
Annual learning and development budget for conferences and resources
Working Conditions:
Full Time
Employment Type:
Permanent Contract
Company Culture:
Our culture emphasizes diversity, collaboration, and a commitment to ethical AI. We foster an innovative environment where team members from various backgrounds contribute to cutting-edge projects. Our flat hierarchy promotes open feedback and dynamic interactions, ensuring everyone has a voice in our mission.
Opportunities For Advancement:
Possibility to lead projects, Career development through learning opportunities, Involvement in high-impact research initiatives
Visa Sponsorship:
Available
]]>Data Scientist
/jobs/emerging-technologies-and-specialized-roles/data-scientist-35/
Sun, 27 Oct 2024 01:30:03 +0000/wne_live/jobs/jobs-categories/data-scientist-35/Data Scientist
Job Description:
We are seeking a skilled Data Scientist to join our dynamic team in New York. In this role, you will analyze intricate data sets using advanced statistical and machine learning models to extract meaningful insights that drive business decisions. Your expertise in Python will be essential for data analysis, visualization, and interacting with various APIs. You will also work with Linux operating systems, databases, big data technologies, and cloud services to deliver impactful results. A significant aspect of this position involves developing cutting-edge solutions for natural language processing and generative modeling tasks, utilizing technologies such as Natural Language Processing, Generative AI, and Large Language Models. Collaboration with cross-functional teams will be crucial, as you will need to comprehend business requirements and translate them into effective data science solutions. Clear communication of your findings to stakeholders, both technical and non-technical, is essential, requiring strong business analysis skills. You will thrive in an Agile environment, participating in sprint planning, daily stand-ups, and retrospectives to ensure timely project delivery.
IT Languages:
Python
SQL
The responsibilities associated with this role include the following tasks::
Analyze complex datasets to derive actionable insights;; Utilize Python for data analysis and visualization;; Develop innovative solutions for NLP and generative modeling;; Collaborate with cross-functional teams to understand business needs;; Communicate findings to both technical and non-technical stakeholders;; Engage actively in Agile methodologies and team ceremonies
Spoken Languages:
English
Skillset:
Statistical analysis
Machine learning
Natural Language Processing
Generative AI
Big Data technologies
Cloud services
Soft Skills:
Excellent communication skills
Strong analytical thinking
Collaborative team player
Adaptability
Qualifications:
Bachelor’s or Master’s degree in a quantitative field
Proven experience in data analysis and statistical modeling
Strong background in machine learning techniques
Years of Experience:
5
Location:
New York, NY, United States
Job Benefits:
Competitive salary
Health insurance
Retirement plan
Flexible working hours
Professional development opportunities
Working Conditions:
Hybrid
Employment Type:
Full-time
Company Culture:
We foster an innovative and inclusive environment that encourages growth and learning. Our team values collaboration, creativity, and the pursuit of excellence, ensuring that every member feels valued and empowered to contribute to their fullest potential.
Opportunities For Advancement:
Career progression opportunities, Access to training and workshops, Mentorship programs
Visa Sponsorship:
Available
]]>AI ML Engineer
/jobs/emerging-technologies-and-specialized-roles/ai-ml-engineer-9/
Sat, 26 Oct 2024 05:30:02 +0000/wne_live/jobs/jobs-categories/ai-ml-engineer-9/AI ML Engineer
Job Description:
We are seeking an experienced AI ML Engineer to join our dynamic team. This role is critical for driving our machine learning initiatives and will involve designing, developing, and deploying robust machine learning models in production settings. You will work with extensive datasets to create models that solve complex business problems. As an AI ML Engineer, you will collaborate closely with data scientists and engineers to ensure seamless integration of models into existing systems. Staying updated with the latest advancements in AI technology is essential, as you will be expected to innovate and enhance our AI capabilities continually.
IT Languages:
Python
Java
SQL
As an AI ML Engineer, you will be responsible for a variety of tasks aimed at developing and deploying machine learning models.:
Design, develop, and implement machine learning models to solve business challenges.;; Evaluate model performance and optimize for accuracy and efficiency.;; Deploy models into production environments ensuring reliability and scalability.;; Work on natural language processing tasks, including text-to-SQL conversion.;; Integrate vector databases and large language models into AI solutions.;; Develop strategies for efficient data processing through embedding and chunking.;; Refine prompts for large language models to enhance their performance.;; Utilize platforms like Bedrock and Sagemaker for building AI solutions.;; Collaborate with cross-functional teams to deliver impactful AI projects.
Spoken Languages:
English
Skillset:
Machine Learning
Natural Language Processing
Model Deployment
Data Analysis
Cloud Computing
MLOps
Python Programming
Soft Skills:
Strong problem-solving skills
Excellent communication skills
Ability to work collaboratively in a team
Adaptability to changing technologies
Qualifications:
Bachelor’s or Master’s degree in Computer Science, Data Science, or a related field
Strong understanding of machine learning algorithms and principles
Proficiency in Python, with experience in ML libraries
Experience with cloud services such as AWS, Azure, or GCP
Years of Experience:
10
Location:
United States
Job Benefits:
Flexible working hours
Remote work options
Professional development opportunities
Health and wellness programs
Working Conditions:
Remote
Employment Type:
Temporary Contract
Company Culture:
We foster a culture of innovation and collaboration, encouraging our team members to think creatively and push the boundaries of technology. Our work environment is inclusive and supportive, promoting professional growth and a strong sense of community among employees.
Opportunities For Advancement:
Potential for full-time employment after contract period, Opportunities to lead projects, Access to training and certifications
Visa Sponsorship:
Available
]]>Gen AI Developer
/jobs/emerging-technologies-and-specialized-roles/gen-ai-developer/
Fri, 25 Oct 2024 21:30:02 +0000/wne_live/jobs/jobs-categories/gen-ai-developer/Gen AI Developer
Job Description:
We are seeking a talented Generative AI Developer who will be instrumental in the development and implementation of cutting-edge generative AI models and solutions to support our strategic objectives. This role is ideal for someone who is passionate about innovation and has a strong technical foundation in generative AI technologies. As a key member of our team, you will engage in hands-on development of AI algorithms, collaborate with various teams across the organization, and ensure the deployment of scalable and efficient AI applications. Your expertise will contribute to projects involving content generation, data synthesis, and automation, enabling the company to leverage AI capabilities effectively.
IT Languages:
Python
Java
C++
The successful candidate will be responsible for a variety of tasks that involve the design, development, and deployment of generative AI models. You will work on optimizing algorithms, managing data, and collaborating with cross-functional teams to integrate AI functionalities into existing systems.:
Design and develop generative AI models for applications including content generation and data synthesis.;; Implement and optimize machine learning algorithms to improve generative AI system performance.;; Prepare and preprocess datasets for training and evaluating generative AI models.;; Collaborate with software engineering teams for seamless integration of AI functionalities into current systems.;; Optimize AI models for efficiency and performance across various platforms.;; Stay informed on the latest advancements in generative AI and apply new techniques to projects.;; Conduct thorough testing and validation of AI models to ensure reliability.;; Create detailed documentation of AI models and processes.;; Work closely with stakeholders to deliver AI-driven solutions that meet business needs.;; Adhere to ethical AI practices and address issues such as bias and fairness.
Spoken Languages:
English
Skillset:
Generative AI technologies
Machine learning algorithms
Deep learning architectures
Natural language processing
API development
Containerization
Orchestration tools
Version control systems
Soft Skills:
Excellent problem-solving abilities
Strong analytical skills
Effective communication skills
Team collaboration
Self-motivated with attention to detail
Passion for continuous learning
Qualifications:
Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science, or a related field; Ph.D. is a plus.
Minimum of 5 years of experience in AI/ML development or a related field.
Proven experience in developing and deploying generative AI models and solutions.
Years of Experience:
5
Location:
United States
Job Benefits:
Competitive salary
Flexible working hours
Hybrid work environment
Health insurance
Professional development opportunities
Paid time off
Working Conditions:
Hybrid
Employment Type:
Contract
Company Culture:
We foster a culture of innovation, collaboration, and continuous learning. Our work environment is dynamic and encourages creative problem-solving while maintaining a focus on ethical AI practices.
Opportunities For Advancement:
Opportunities for career advancement, Access to training and professional development programs, Participation in innovative projects
Visa Sponsorship:
Available
]]>2025 Intern – Data Scientist
/jobs/emerging-technologies-and-specialized-roles/2025-intern-data-scientist/
Fri, 25 Oct 2024 09:30:02 +0000/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
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/ML Developer
/jobs/emerging-technologies-and-specialized-roles/ai-ml-developer-4/
Mon, 21 Oct 2024 05:30:02 +0000/wne_live/jobs/jobs-categories/ai-ml-developer-4/AI/ML Developer
Job Description:
We are seeking a highly experienced AI/ML Developer who will play a crucial role in shaping our AI strategy. The ideal candidate will possess a deep understanding of the challenges faced by our company and clients, using AI capabilities to develop innovative solutions. This position requires leadership in cross-functional teams to identify and prioritize critical business areas where AI can provide substantial benefits. The candidate must be skilled in analyzing AI and machine learning solutions while maintaining high ethical standards. Advising C-suite executives and business leaders on various technology, strategy, and policy issues related to AI will be a significant part of this role. The candidate will work closely with an advanced engineering team and executive leadership on functional design, process design, prototyping, testing, training, and defining support procedures. Additionally, the chosen individual will document solutions architecture and lessons learned, manage team assessments of the AI and automation market, and serve as a liaison between stakeholders and project teams. Staying updated with the latest advancements in AI and ML technologies is essential, as is having a passion for experimenting with new algorithms and techniques to enhance our AI/ML systems.
IT Languages:
Python
TensorFlow
Flask
The AI/ML Developer will be responsible for leading AI initiatives and ensuring the successful implementation of AI solutions across the organization.:
Manage and direct R&D processes to meet AI strategy objectives;; Analyze client challenges and propose AI integration solutions;; Lead teams in identifying key business areas for AI benefits;; Advise executives on technology strategy and policy related to AI;; Collaborate on functional and process design, prototyping, and testing;; Document solutions architecture and lessons learned;; Conduct market assessments of AI and automation;; Liaise between stakeholders and project teams for feedback delivery;; Stay updated on AI and ML advancements;; Experiment with new algorithms and techniques
Spoken Languages:
English;; Spanish
Skillset:
Machine Learning
Deep Learning
Natural Language Processing
Program Leadership
Cloud Computing
REST API Development
NoSQL and RDBMS Design
Soft Skills:
Leadership
Communication
Problem-solving
Team collaboration
Adaptability
Qualifications:
Bachelor’s degree in Computer Science, Engineering, or a related field
Advanced degree is a plus
Years of Experience:
8
Location:
San Francisco, CA, United States
Job Benefits:
Health insurance
Retirement plans
Flexible working hours
Professional development opportunities
Paid time off
Working Conditions:
Full Time
Employment Type:
Permanent Contract
Company Culture:
We foster an innovative and collaborative environment where employees are encouraged to explore new ideas and technologies. Our culture promotes continuous learning, diversity, and a strong commitment to ethical standards in AI development.
Opportunities For Advancement:
Leadership roles, Specialized AI projects, Mentorship programs
Join our dedicated team as a Machine Learning/Artificial Intelligence Engineer, where you will play a pivotal role in revolutionizing the way language models are applied in software engineering and cybersecurity. Your expertise will contribute to cutting-edge research, design, and the development of innovative language models tailored for specific tasks. You will engage deeply with cross-functional teams, including software engineers, machine learning specialists, and domain experts, to thoroughly understand project requirements and implement effective solutions. Your role will involve experimenting with various architectures, training methodologies, and datasets to enhance the performance and efficiency of our language models dedicated to code generation. Additionally, you will be responsible for conducting comprehensive evaluations and benchmarks to assess the quality, robustness, and scalability of the models you develop. Staying updated on the latest advancements in natural language processing, machine learning, and software development will be crucial in refining our approaches and driving innovation within the team.
IT Languages:
Python
TensorFlow
PyTorch
As a Machine Learning/Artificial Intelligence Engineer, you will be responsible for the following tasks::
Researching and designing state-of-the-art language models for software engineering and cybersecurity applications;; Collaborating with interdisciplinary teams to gather requirements and implement solutions;; Experimenting with different model architectures and training methodologies;; Conducting evaluations and benchmarks to assess model performance;; Staying updated on advancements in machine learning and software development
Spoken Languages:
English
Skillset:
Natural Language Processing
Machine Learning
Artificial Intelligence
Deep Learning Frameworks
Software Engineering Principles
Soft Skills:
Excellent communication skills
Strong analytical and problem-solving abilities
Ability to collaborate effectively with diverse teams
Qualifications:
Master’s or Bachelor’s degree in Computer Science, Electrical Engineering, Statistics, or a related field focused on natural language processing, machine learning, or artificial intelligence
Active Top Secret security clearance required
Demonstrated experience in developing and deploying language models, particularly for code generation tasks
Years of Experience:
5
Location:
United States
Job Benefits:
Competitive base salary and bonuses
Comprehensive medical, dental, and vision benefits
401 (K) plan with generous company matching
Four weeks of paid parental leave
Four weeks of paid time off (PTO)
Eleven paid holidays
Flexible work hours and potential for remote work
Continuing education benefits
Additional perks such as company retreats and a well-stocked kitchen
Working Conditions:
Full Time
Employment Type:
Permanent Contract
Company Culture:
We prioritize a positive company culture, fostering an atmosphere that encourages creativity and innovation. Our employees are rewarded for achieving exceptional results and are provided with opportunities for growth and development.
Opportunities For Advancement:
Career growth potential within the organization, Opportunities to lead projects and initiatives, Continuous learning and professional development