https://whoneedsengineers.com/wne_live Software Engineering Recruitment Tue, 08 Oct 2024 07:20:02 +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 https://whoneedsengineers.com/wne_live 32 32 https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/ml-engineer/ Tue, 08 Oct 2024 07:20:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/ml-engineer/ ML Engineer

Job Description:

As a Machine Learning Engineer, you will be integral to the advancement of innovative offerings. You will collaborate with a creative team focused on integrating Generative AI capabilities into our database products. Your responsibilities will include designing, developing, and maintaining sophisticated large language models for Generative AI applications that respond effectively to textual inputs. You will also carry out extensive data processing and ensure the integrity and quality of data through cleansing and verification procedures. Another critical aspect of your role involves data curation, where you will implement effective labeling and classification strategies. Employing Natural Language Processing techniques, you will categorize textual inputs while navigating various complexities of natural language intent. You will conduct thorough testing and validation to guarantee the precision and efficiency of the models. Additionally, you will remain updated with the latest trends and advancements in AI and machine learning, applying innovative methodologies to enhance our systems continually. Engaging with stakeholders will be crucial as you translate complex business requirements into robust technical solutions. This position involves participating in all stages of the project lifecycle, from initial conception through deployment and ongoing maintenance, ensuring alignment with strategic objectives and maximizing value delivery.

IT Languages:

• Python
• Java
• C++
• SQL

Key responsibilities include designing and developing machine learning models, ensuring data quality, and engaging with stakeholders.:

Design, develop, and maintain large language models for Generative AI applications based on textual inputs;; Perform data processing, cleansing, and quality verification;; Ensure proper labeling and classification for data curation;; Utilize NLP techniques for categorizing textual inputs;; Conduct rigorous testing and validation processes for model accuracy;; Stay informed about advancements in AI and machine learning;; Translate complex business requirements into technical solutions;; Participate in the full project lifecycle from conception to maintenance

Spoken Languages:

• English

Skillset:

• Machine Learning
• Data Engineering
• Natural Language Processing
• Large Language Models
• Data Cleansing
• Model Validation

Soft Skills:

• Excellent problem-solving skills
• Strong communication skills
• Ability to work independently
• Collaborative mindset

Qualifications:

• Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field
• Minimum of 5 years of experience in developing machine learning algorithms
• Extensive knowledge of large language models and natural language processing techniques
• Strong knowledge of SQL
• Proficiency in programming languages such as Python, Java, or C++

Years of Experience:

5

Location:

United States

Job Benefits:

• Medical, dental, and vision insurance
• Short and long-term disability insurance
• Life insurance and AD&D
• Flexible Spending Accounts
• 401(k) savings plan with company match
• Paid time off including flexible vacation
• Paid sick leave
• Paid parental leave
• Employee Stock Purchase Plan
• Financial planning assistance

Working Conditions:

Full Time

Employment Type:

Permanent Contract

Company Culture:

• We prioritize innovation and inclusivity, fostering a diverse work environment where every team member's voice is valued. We are committed to work-life balance and offer a competitive benefits package that emphasizes employee well-being and community involvement.

Opportunities For Advancement:

• Career development programs, Mentorship opportunities, Possibility of promotion to senior roles

Visa Sponsorship:

Available

]]> https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/ai-ml-engineer-5/ Mon, 07 Oct 2024 16:00:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/ai-ml-engineer-5/ AI/ML Engineer

Job Description:

We are looking for a skilled AI/ML Engineer to join our dynamic team, focusing on the design and development of innovative generative AI solutions. This role emphasizes the creation and optimization of applications that utilize large language models (LLMs), Retrieval-Augmented Generation (RAG) systems, and vector databases. You will collaborate with various teams, including data scientists and engineers, to effectively deploy generative AI technologies that tackle real-world challenges. The successful candidate will be responsible for developing efficient data embedding pipelines, managing vector storage solutions, implementing RAG frameworks, and fine-tuning LLMs to align with diverse project requirements. Additionally, your contributions will extend to enhancing AI system security, optimizing performance, and developing user-friendly query interfaces.

IT Languages:

• Python
• JavaScript
• TypeScript

As an AI/ML Engineer, you will undertake a variety of responsibilities aimed at harnessing the power of generative AI technologies.:

Generate embeddings for unstructured data and manage storage in vector databases like ChromaDB or Pinecone.;; Automate processes to ensure embeddings are continually updated with new data.;; Experiment with various embedding models to determine the most effective options for each project.;; Develop natural language query interfaces that integrate LLMs with both structured and unstructured datasets.;; Implement dynamic prompting techniques and function calling to enhance query handling capabilities of LLMs.;; Design and maintain a QA backend for interaction with vectorized data.;; Implement RAG systems to improve response accuracy by using relevant context from retrieved data.;; Classify and route queries appropriately between structured and unstructured data sources.;; Utilize frameworks like LangChain or LlamaIndex to manage workflows effectively.;; Fine-tune and optimize LLMs for various use cases, continuously testing and refining model performance.;; Monitor system performance and optimize for scalability and efficiency while adhering to security protocols.

Spoken Languages:

• English;; German;; French

Skillset:

• Large language models
• Embedding generation
• Vector databases
• Retrieval-Augmented Generation
• Natural language processing
• Machine learning frameworks
• Cloud services
• Containerization

Soft Skills:

• Strong problem-solving abilities
• Effective communication skills
• Ability to collaborate in cross-functional teams

Qualifications:

• Master’s Degree in Computer Science, Data Science, Mathematics, Statistics, or a related field
• Strong mathematical or statistical background preferred
• Experience with large language models such as GPT or LLaMA
• Proficiency in embedding generation and managing vector stores

Years of Experience:

5

Location:

United States

Job Benefits:

• Health insurance
• Retirement savings plan
• Paid time off
• Professional development opportunities
• Flexible working hours

Working Conditions:

Full Time

Employment Type:

Permanent Contract

Company Culture:

• The company fosters a culture of innovation and collaboration, encouraging team members to explore new ideas and technologies. A supportive environment is created where employees are empowered to take initiative and contribute to meaningful projects.

Opportunities For Advancement:

• Career growth within the AI/ML field, Access to training and development programs, Opportunities to lead projects

Visa Sponsorship:

Available

]]> https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/ai-ml-developer/ Mon, 30 Sep 2024 09:15:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/ai-ml-developer/ AI/ML Developer

Job Description:

We are seeking an experienced AI/ML Developer to join our innovative team. In this role, you will lead research and development initiatives that align with our AI strategy, addressing both company and client challenges through the integration of AI technologies. You will collaborate with cross-functional teams to pinpoint critical areas within partner businesses where AI solutions can yield substantial benefits. Your responsibilities will also include advising executives on a variety of technology, strategy, and policy matters related to AI, while ensuring adherence to high ethical standards in all AI and machine learning applications. You will engage in functional and process design, including the creation of prototypes and testing protocols, in partnership with engineering teams and executive leadership. Your expertise will guide the documentation and architecture of solutions, and you will manage market assessments regarding AI and automation trends. Staying updated with the latest advancements in AI and ML is crucial, as is your enthusiasm for exploring new algorithms and techniques to expand our capabilities.

IT Languages:

• Python
• TensorFlow
• Flask

As an AI/ML Developer, your primary responsibilities will include overseeing AI initiatives, leading assessments, and providing strategic input to stakeholders.:

Manage and direct research and development processes to align with AI strategies.;; Lead and prioritize AI solution implementations for partner businesses.;; Analyze and explain AI and ML solutions while upholding ethical standards.;; Collaborate with cross-functional teams to design functional and process workflows.;; Document solutions architecture and maintain lessons learned for continuous improvement.;; Conduct assessments of the AI and automation market landscape.

Spoken Languages:

• English;; German;; French

Skillset:

• Machine Learning
• Deep Learning
• Natural Language Processing
• ChatGPT
• Large Language Models
• REST API Development
• NoSQL Database Design
• RDBMS Design

Soft Skills:

• Leadership
• Communication
• Problem-solving
• Analytical thinking

Qualifications:

• Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field
• Proven experience in AI and machine learning applications

Years of Experience:

8

Location:

San Francisco, CA, United States

Job Benefits:

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

Working Conditions:

Full Time

Employment Type:

Permanent Contract

Company Culture:

• Our company fosters a collaborative and innovative environment where creativity is encouraged and continuous learning is a priority. We value diversity and inclusivity, promoting a culture where all ideas are welcomed and explored.

Opportunities For Advancement:

• Career growth through skill development, Leadership training programs, Mentorship opportunities

Visa Sponsorship:

Available

]]> https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/head-of-artificial-intelligence-2/ Mon, 23 Sep 2024 16:40:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/head-of-artificial-intelligence-2/ Head of Artificial Intelligence

Job Description:

We are seeking a visionary and innovative Head of Artificial Intelligence to join our dynamic team. In this fully remote role, you will have the opportunity to shape the AI landscape by developing and executing a robust AI strategy in collaboration with our leadership team. You will lead a talented team and spearhead the development of AI-driven web3 products that cater to both consumers and businesses. Your role will involve designing AI architectures, conducting experiments, and ensuring product feasibility while clearly communicating complex AI concepts to various stakeholders. You will also be responsible for overseeing the full lifecycle of AI projects, from inception to delivering tangible business impact, continuously improving existing AI models and algorithms to meet evolving challenges.

IT Languages:

• Python
• Java
• R

You will be responsible for the following key tasks::

Develop and execute AI strategy in collaboration with leadership;; Build and lead an AI team from the ground up;; Design AI architectures and conduct relevant experiments;; Communicate AI concepts effectively to stakeholders;; Develop innovative AI solutions addressing web2 and web3 challenges;; Oversee the lifecycle of AI projects ensuring alignment with business goals;; Continuously enhance existing AI models and algorithms

Spoken Languages:

• English;; German;; French

Skillset:

• AI
• Machine Learning
• Deep Learning
• MLOps
• Cloud Architecture
• Large Language Models

Soft Skills:

• Leadership
• Effective Communication
• Team Management
• Problem Solving
• Adaptability

Qualifications:

• Degree in Artificial Intelligence, Machine Learning, or a related field
• Proven track record in AI-driven product development
• Strong understanding of large datasets and data management

Years of Experience:

10

Location:

Europe

Job Benefits:

• Fully remote work environment
• End of year bonus
• Two all-expenses-paid team meetups annually
• Flexible work hours

Working Conditions:

Full Time

Employment Type:

Permanent Contract

Company Culture:

• We foster a culture of innovation, collaboration, and inclusivity. Our team values creativity and encourages continuous learning and professional development. We believe in empowering our employees to take ownership of their projects and contribute to a supportive and engaging work environment.

Opportunities For Advancement:

• Leadership roles within the AI team, Opportunities to shape the company’s AI strategy, Professional development and training programs

Visa Sponsorship:

Available

]]> https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/intern-artificial-intelligence/ Sun, 22 Sep 2024 23:20:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/intern-artificial-intelligence/ Intern Artificial Intelligence

Job Description:

Are you enthusiastic about the field of Machine Learning and looking to create innovative AI solutions that will shape the future of the insurance sector? If you have a passion for overcoming technical challenges and are eager to learn in a dynamic business environment, this internship opportunity is designed for you. The Data and Analytics division at our company serves as a pivotal center for data, analytics, and the advancement of AI technologies. This division utilizes extensive data sets, sophisticated analytics, and artificial intelligence to enhance decision-making processes and boost operational efficiency. Within this division, the Artificial Intelligence department is committed to developing and implementing AI technologies that span various aspects of our operations, including machine learning, natural language processing, predictive analytics, and automation driven by AI. We work in close collaboration with multiple business units, offering our AI expertise and tools to support their initiatives. As an intern in our AI department, you will join a dedicated and ambitious team, contributing directly to the evolution and enhancement of our internal AI products and platforms. You will have the chance to work alongside AI specialists and stakeholders across our reinsurance business, immersing yourself in various projects that align with your skills and interests. Your regular activities may involve designing system requirements, coding implementations, testing, and ensuring continuous integration, managing infrastructure and deployment, conducting user research, evaluating analytics, curating data, offering technology consulting, or integrating the latest academic research findings into our systems.

IT Languages:

• Python
• DevOps

As an intern, you will be engaged in various responsibilities that contribute to the development of AI solutions.:

Participate in system and requirements design;; Implement code according to project specifications;; Conduct testing and ensure continuous integration of AI products;; Manage infrastructure and deployment processes;; Perform user research and analyze data;; Curate datasets for training AI models;; Provide technology consulting to project teams;; Integrate and apply cutting-edge academic research

Spoken Languages:

• English;; German

Skillset:

• Machine Learning
• Deep Learning
• Natural Language Processing
• Computer Vision
• Machine Learning Operations
• Large Language Models
• Generative AI
• Cloud Computing
• Containerization
• CI/CD

Soft Skills:

• Excellent communication skills
• Strong organizational skills
• Highly motivated and proactive attitude

Qualifications:

• Master’s studies or final year of Bachelor’s studies in a quantitative field such as Computer Science, Data Science, Mathematics, Statistics, or Engineering
• Strong academic performance in relevant subjects

Years of Experience:

0

Location:

Munich, Bavaria, Germany

Job Benefits:

• Opportunities for mentorship and professional development
• Access to cutting-edge technology and tools
• Experience working in a collaborative and innovative environment
• Diverse and inclusive workplace culture
• Flexible working arrangements post-internship

Working Conditions:

Full Time

Employment Type:

Internship

Company Culture:

• We foster a culture that values diversity and encourages innovative thinking, where multi-skilled teams are empowered to explore new ideas and challenge the status quo. Our employees are our greatest asset, and we are committed to providing an environment that promotes growth, learning, and career mobility.

Opportunities For Advancement:

• Potential for full-time employment after internship, Career development programs, Access to global career opportunities within the company

Visa Sponsorship:

Not Available

]]> https://whoneedsengineers.com/jobs/data-sciene-and-analytics/internship-machine-learning-with-artificial-intelligence/ Sat, 21 Sep 2024 04:30:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/internship-machine-learning-with-artificial-intelligence/ Internship – Machine Learning with Artificial Intelligence

Job Description:

The automotive industry is undergoing a significant transformation due to increasing digitalization, with Artificial Intelligence (AI) playing a crucial role. AI is pivotal in enhancing existing technologies and developing innovative disruptive solutions throughout the entire vehicle lifecycle. Within this context, the Machine Learning/Data Analytics department serves a vital cross-sectional function. Our Machine Learning team focuses on developing AI-based products that specialize in Computer Vision and Large Language Models for various business areas. As part of this team, you will be involved in the entire process, from data processing to the development of cutting-edge AI architectures and their deployment. If you share a passion for AI, we invite you to assist our project team with exciting applications.

IT Languages:

• Python

As an intern in this role, you will contribute to various aspects of machine learning model development and deployment, working collaboratively with your team members.:

Assist in the development of pipelines for training, validating, and deploying deep learning models and LLMs;; Support data preprocessing, quality assurance, and analysis;; Engage in general tasks and activities across the entire team

Spoken Languages:

• English;; German

Skillset:

• Python
• Computer Vision
• Large Language Models
• PyTorch
• Numpy
• Docker
• AWS
• Azure
• FastAPI
• Streamlit

Soft Skills:

• Quick learner
• Ability to work independently
• Strong communication skills
• Enjoyment in collaborating with interdisciplinary project teams

Qualifications:

• Currently pursuing a degree in a STEM field or related area
• Strong programming skills in Python
• Excellent understanding of modern solutions in Computer Vision and Large Language Models
• Familiarity with machine learning tools such as PyTorch, Numpy, Docker, etc.
• Experience in deploying machine learning models on platforms like AWS, Azure, FastAPI, Streamlit, etc.

Years of Experience:

0

Location:

Ingolstadt, Bavaria, Germany, EU

Job Benefits:

• Flexible working hours
• Diverse and inclusive workplace
• Opportunities for professional development
• Hands-on experience with cutting-edge technology

Working Conditions:

Full Time

Employment Type:

Internship

Company Culture:

• We value diversity and actively promote inclusion, fostering an environment that encourages individuality and creativity among all employees.

Opportunities For Advancement:

• Potential for full-time employment after internship, Access to advanced training programs, Opportunity to work on innovative projects

Visa Sponsorship:

Available

]]> https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/applied-machine-learning-ai-engineer/ Mon, 16 Sep 2024 23:00:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/applied-machine-learning-ai-engineer/ Applied Machine Learning / AI Engineer

Job Description:

At Cove, we are dedicated to transforming the way teams collaborate with artificial intelligence. Our innovative platform transcends traditional chat interfaces, offering a dynamic and contextual workspace where AI acts as a collaborative partner. This role is crucial for those who are passionate about advancing AI in a user-centered environment. You will work closely with a skilled team of engineers and builders, gaining valuable mentorship and experience. Your contributions will involve harnessing the power of foundational large language models, customizing models for specific applications, and optimizing machine learning workflows. This is an exciting opportunity to be part of an early-stage startup where your work will directly impact product development and user experience.

IT Languages:

• Python
• TensorFlow
• PyTorch
• SQL

As an Applied Machine Learning / AI Engineer, your responsibilities will include::

Leveraging foundational large language models to maximize reasoning and impact;; Training bespoke machine learning models to address specific challenges;; Evaluating and optimizing machine learning workloads for performance and reproducibility;; Collaborating with cross-functional teams to tackle a variety of startup-related challenges

Spoken Languages:

• English

Skillset:

• Machine Learning
• Deep Learning
• Model Optimization
• Large Language Models
• Generative AI

Soft Skills:

• Problem-solving
• Adaptability
• Team collaboration
• Effective communication
• Curiosity

Qualifications:

• 3 to 5 years of experience in applied machine learning
• Strong foundation in machine learning and deep learning concepts
• Experience in model optimization and performance enhancement
• Ability to navigate ambiguity and take calculated risks in a startup environment
• Experience in developing products from ground up

Years of Experience:

5

Location:

Europe

Job Benefits:

• Competitive cash compensation
• Stock options
• Full medical benefits
• Dental benefits
• Vision benefits

Working Conditions:

Full Time

Employment Type:

Permanent Contract

Company Culture:

• The culture at Cove is centered around innovation, collaboration, and a passion for technology. We promote a work environment that encourages creativity and continuous learning, where team members are empowered to take initiative and share their ideas. Our team is made up of experienced professionals from leading tech companies, fostering a culture of mentorship and growth.

Opportunities For Advancement:

• Career development programs, Mentorship opportunities, Project leadership roles

Visa Sponsorship:

Available

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