Machine Learning Frameworks – Who Needs Engineers https://whoneedsengineers.com/wne_live Software Engineering Recruitment Mon, 28 Oct 2024 09:30:03 +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 Machine Learning Frameworks – Who Needs Engineers https://whoneedsengineers.com/wne_live 32 32 AI Solution Expert https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/ai-solution-expert/ Mon, 28 Oct 2024 09:30:03 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/ai-solution-expert/ AI Solution Expert

Job Description:

    We are seeking a dynamic and innovative AI Solution Expert to provide exceptional pre-sales support for our cutting-edge AI solutions. In this pivotal role, you will collaborate closely with our sales teams to understand client requirements and demonstrate how our AI offerings can address their specific needs. You will design tailored AI solutions, develop compelling proposals, and facilitate engaging product demonstrations that highlight the transformative power of AI technologies. This position is perfect for an individual with a strong technical background in AI and machine learning, combined with outstanding communication skills and a passion for creating impactful client engagements.

IT Languages:

  • Python
  • Java
  • SQL

As an AI Solution Expert, you will play a crucial role in designing and proposing AI solutions that meet the diverse needs of our clients. Your responsibilities will include::

    Collaborate with sales teams to gather customer requirements and present tailored AI solutions;; Engage in client meetings and deliver effective product presentations as the technical authority on AI solutions;; Design customized AI solutions, including use cases and deployment plans, to meet client specifications;; Prepare detailed solution proposals that articulate the business value of our AI offerings;; Stay updated on AI trends to maintain a robust understanding of our services and market demands;; Conduct discovery sessions with clients to analyze their business challenges and recommend effective AI-driven solutions;; Build and maintain strong relationships with clients, acting as a trusted advisor in AI applications;; Work with internal teams to ensure alignment of proposed solutions with company capabilities

Spoken Languages:

  • English;; French

Skillset:

  • AI technologies
  • Machine Learning frameworks
  • Data Engineering tools

Soft Skills:

  • Strong communication skills
  • Problem-solving abilities
  • Excellent interpersonal skills

Qualifications:

  • Bachelor’s degree in Computer Science, Engineering, Data Science, or a related field
  • Strong knowledge of AI/ML technologies and frameworks
  • Experience in developing technical proposals and solution architecture

Years of Experience:

    5

Location:

    Germany

Job Benefits:

  • Competitive salary
  • Health and wellness programs
  • Professional development opportunities
  • Flexible working arrangements

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • We foster a collaborative and innovative work environment where creativity and technical expertise thrive. Our culture emphasizes continuous learning and professional growth, encouraging team members to stay at the forefront of technology.

Opportunities For Advancement:

  • Career growth within a leading global IT company, Opportunities to work on innovative AI projects, Professional development through training programs

Visa Sponsorship:

    Available
]]> AI/ML Engineer https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/ai-ml-engineer-8/ Thu, 24 Oct 2024 09:30:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/ai-ml-engineer-8/ AI/ML Engineer

Job Description:

    We are seeking a highly skilled AI/ML Engineer to become a vital member of our innovative team. In this role, you will leverage your expertise to design, develop, and deploy sophisticated machine learning models and algorithms that drive transformative results. You will collaborate closely with data scientists, software engineers, and product managers to create advanced AI solutions that meet the evolving needs of our users. Your contributions will help shape the future of our technology offerings and enhance our product capabilities.

IT Languages:

  • Python
  • R
  • Java

As an AI/ML Engineer, you will be engaged in a variety of tasks aimed at developing and implementing machine learning solutions.:

    Design and develop machine learning algorithms and models tailored for diverse applications;; Work with data engineers to gather, clean, and preprocess extensive datasets for training and evaluation purposes;; Stay updated with the latest advancements in AI/ML technologies and incorporate innovative techniques into our projects;; Deploy machine learning models into production environments, ensuring they are scalable and perform optimally;; Collaborate with cross-functional teams to identify and prioritize AI/ML initiatives that can enhance our products and services;; Monitor and assess the performance of deployed models, making necessary adjustments to improve accuracy and efficiency;; Document methodologies, processes, and outcomes to facilitate knowledge sharing and reproducibility

Spoken Languages:

  • English

Skillset:

  • Machine Learning frameworks
  • Data Structures
  • Algorithms
  • Software Design Principles
  • Cloud Platforms

Soft Skills:

  • Excellent problem-solving abilities
  • Strong communication skills
  • Collaborative mindset

Qualifications:

  • Bachelor’s or Master’s degree in Computer Science, Data Science, Mathematics, or related field
  • Strong analytical and mathematical skills

Years of Experience:

    3

Location:

    New York, NY, United States

Job Benefits:

  • Competitive salary and performance-based bonuses
  • Comprehensive health benefits
  • Retirement plan options
  • Paid time off and holidays
  • Opportunities for professional development

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • We foster a collaborative and innovative environment where team members are encouraged to think creatively and contribute ideas. Continuous learning and professional growth are highly valued, and we strive to create a workplace that supports individual development and team success.

Opportunities For Advancement:

  • Professional development programs, Continuing education opportunities, Career advancement within the organization

Visa Sponsorship:

    Not Available
]]> AI/ML Engineer 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
]]> Senior Cloud & AI Platforms Engineer – Cloud & AI Platforms Services https://whoneedsengineers.com/jobs/devops-cloud-and-it-operations/senior-cloud-ai-platforms-engineer-cloud-ai-platforms-services/ Thu, 03 Oct 2024 15:00:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/senior-cloud-ai-platforms-engineer-cloud-ai-platforms-services/ Senior Cloud & AI Platforms Engineer – Cloud & AI Platforms Services

Job Description:

    We are looking for an experienced Cloud & AI Platforms Engineer to join our dynamic team in either Spain or Ireland. This role demands a solid background in deploying and configuring OpenShift and Kubernetes clusters. You will be part of the Red Hat Cloud & AI Platforms Services organization, which is dedicated to designing and implementing outstanding customer experiences with our Cloud Services and AI Platforms. Your primary responsibilities will include troubleshooting and resolving customer incidents promptly, ensuring minimal disruption to their services. You will analyze system performance, identify potential risks in cluster architecture, and develop solutions that enhance resilience. Furthermore, you will be tasked with preparing detailed post-incident analyses that not only outline the causes and mitigation steps but also provide recommendations for preventing future occurrences. This is an exciting opportunity to contribute to a fast-growing leader in open-source software, while working in a supportive and inclusive environment that values diverse perspectives.

IT Languages:

  • Python
  • Go
  • Java
  • C/C++

As a Senior Cloud & AI Platforms Engineer, your role will encompass a variety of responsibilities focused on customer support and system reliability.:

    Act as the primary contact for customer inquiries regarding Cloud & AI Platforms Services;; Analyze and troubleshoot issues affecting OpenShift managed clusters and AI stacks;; Collaborate with internal teams to enhance infrastructure support and customer experience;; Document all customer interactions and resolutions for future reference;; Participate in global initiatives aimed at reducing customer effort and improving tooling

Spoken Languages:

  • English;; Spanish;; Irish

Skillset:

  • OpenShift
  • Kubernetes
  • Docker
  • Networking
  • RESTful APIs
  • Machine Learning frameworks

Soft Skills:

  • Strong communication skills
  • Customer-centric approach
  • Team collaboration spirit

Qualifications:

  • Proven experience in Infrastructure Implementation and Deployment
  • Strong background in container technologies and orchestration platforms
  • Knowledge of machine learning algorithms and concepts

Years of Experience:

    5

Location:

    Ireland

Job Benefits:

  • Flexible work environment
  • Continuous learning opportunities
  • Comprehensive health coverage
  • Work-life balance initiatives

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • The company fosters an open and inclusive work environment that encourages creativity and collaboration. Employees are empowered to share their ideas and challenge the status quo, contributing to a culture of innovation and continuous improvement.

Opportunities For Advancement:

  • Professional development training, Mentorship programs, Leadership opportunities

Visa Sponsorship:

    Available
]]> JR AI/ML Engineer https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/jr-ai-ml-engineer/ Sat, 28 Sep 2024 23:15:03 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/jr-ai-ml-engineer/ JR AI/ML Engineer

Job Description:

    We are on the lookout for a talented Junior AI/ML Engineer to become a vital part of our dynamic team dedicated to a Department of Defense DISA contract. The successful candidate will possess a robust background in developing and implementing artificial intelligence and machine learning solutions. A strong foundation in data analytics, cloud technologies, and data governance is essential for this role. The position demands an in-depth comprehension of AI/ML algorithms, efficient data preparation, and model deployment within the secure confines of a federal environment. The ideal candidate should be adept at handling various machine learning workflows, including designing, training, evaluating, and deploying models while ensuring the highest standards of data quality, integrity, and security. Staying updated with the latest trends in AI/ML is crucial to maintain a competitive edge in this rapidly evolving domain.

IT Languages:

  • Python
  • C/C++
  • PySpark
  • TensorFlow
  • Keras
  • PyTorch

The selected candidate will undertake a variety of responsibilities aimed at advancing our AI/ML initiatives and ensuring successful project execution.:

    Develop and implement AI/ML models to enhance data-driven decision-making processes;; Collaborate effectively with data scientists, data engineers, and other stakeholders to design and deploy scalable AI/ML solutions;; Ensure the quality, integrity, and security of data across all AI/ML projects;; Conduct ongoing research to stay abreast of the latest advancements in AI/ML technologies;; Provide technical leadership and mentorship to junior team members, fostering a collaborative work environment;; Work closely with the Chief Data Officer to align AI/ML initiatives with broader organizational goals;; Maintain comprehensive documentation for AI/ML models and processes;; Ensure compliance with federal regulations and standards throughout the project lifecycle

Spoken Languages:

  • English

Skillset:

  • Machine Learning Workflows
  • Fine-Tuning Large Language Models
  • Data Processing Libraries
  • Machine Learning Frameworks
  • Model Deployment
  • Model Monitoring

Soft Skills:

  • Problem-Solving
  • Adaptability
  • Creativity
  • Collaboration
  • Effective Communication

Qualifications:

  • Bachelor’s Degree or Higher in Data Science, Computer Science, or a related field
  • Master’s or PhD is advantageous but not mandatory
  • At least 2 years of industry experience in data analysis, data science, or related roles

Years of Experience:

    2

Location:

    Reston, VA, United States

Job Benefits:

  • Competitive Salary
  • Health Insurance
  • Retirement Plans
  • Professional Development Opportunities
  • Flexible Work Hours

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • We pride ourselves on fostering a collaborative and innovative work environment where every team member's ideas are valued. Our culture emphasizes continuous learning and professional growth, encouraging employees to stay ahead in the fast-paced tech landscape.

Opportunities For Advancement:

  • Career Development Programs, Mentorship Opportunities, Leadership Training

Visa Sponsorship:

    Available
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