ML Ops – Who Needs Engineers https://whoneedsengineers.com/wne_live Software Engineering Recruitment Tue, 08 Oct 2024 13:20:02 +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 ML Ops – Who Needs Engineers https://whoneedsengineers.com/wne_live 32 32 Trainee Data Science – Focus on NLP https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/trainee-data-science-focus-on-nlp-2/ Tue, 08 Oct 2024 13:20:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/trainee-data-science-focus-on-nlp-2/ Trainee Data Science – Focus on NLP

Job Description:

    Join our dynamic team as a Trainee in Data Science with a focus on Natural Language Processing. In this role, you will design and develop generative AI and NLP solutions tailored to address client challenges and use cases, optimizing for performance, latency, cost, scalability, and complexity. You will collaborate closely with various stakeholders and client representatives, ensuring that the solutions you create meet their needs. As a developer, you will work on diverse use cases, including Knowledge Management with Retrieval Augmented Chatbots and fine-tuning language models to enhance NLP pipelines and process domain-specific language. You will implement robust, scalable, and high-performance machine learning pipelines following current ML Ops or LLM-Ops best practices, utilizing various infrastructures such as Azure, AWS, or Google Cloud Platform. Your contributions will also extend to product development and enhancing our service portfolio, as well as creating marketing content. Keeping abreast of the latest developments in NLP and AI, including repositories, methods, tools, and research papers, will be essential for delivering the best solutions to our clients. Additionally, you will assist our senior consultants in their daily tasks, including preparing for client meetings and presentations.

IT Languages:

  • Python
  • R

As a Trainee Data Scientist, you will undertake various responsibilities to develop your skills and contribute to exciting projects.:

    Design and implement generative AI and NLP solutions;; Collaborate with clients and stakeholders to understand their needs;; Work on Knowledge Management and chatbot applications;; Develop and maintain machine learning pipelines;; Stay updated with the latest NLP and AI advancements;; Support senior consultants in preparing client presentations

Spoken Languages:

  • English;; German

Skillset:

  • Machine Learning
  • Deep Learning
  • Natural Language Processing
  • Transformers
  • Cloud Deployments
  • ML Ops

Soft Skills:

  • Strong communication skills
  • Reliability
  • Attention to detail
  • Structured working style

Qualifications:

  • Bachelor’s or Master’s degree in Data Science, Business Administration, Economics, Statistics, Computer Science, or Business Informatics
  • Practical experience in Data Science through internships or personal projects
  • Strong knowledge of Machine Learning and Deep Learning, particularly regarding Transformers, Large Language Models, and generative AI
  • Familiarity with tools and methods for NLP applications such as HuggingFace Transformers, OpenAI APIs, and PyTorch

Years of Experience:

    1

Location:

    Germany

Job Benefits:

  • Tailored development program with training in project management and presentation skills
  • Opportunity to work on cutting-edge technologies in Data Science and AI
  • Collaborative workplace with flat team structures
  • Agile work style with fast decision-making processes
  • Modern office equipped with high-quality facilities
  • Apple IT equipment (MacBook Pro)
  • Flexible working hours and remote work options
  • Regular team events
  • Free beverages and snacks in the office

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • We foster a culture that values the uniqueness of each individual, emphasizing mutual respect and collaboration. Diverse backgrounds, perspectives, and ideas enrich our team and are fundamental to our success.

Opportunities For Advancement:

  • Career progression to Junior Consultant with a focus on Data Science, Exposure to real-world projects, Continuous learning and professional development

Visa Sponsorship:

    Available
]]> Senior AI/ML Analyst – Analytics https://whoneedsengineers.com/jobs/data-sciene-and-analytics/senior-ai-ml-analyst-analytics/ Fri, 04 Oct 2024 04:45:03 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/senior-ai-ml-analyst-analytics/ Senior AI/ML Analyst – Analytics

Job Description:

    Join our dynamic analytics team as a Senior AI/ML Analyst, where you will have the opportunity to significantly influence the future of mobility through innovative AI and machine learning solutions. In this pivotal role, you will be at the forefront of addressing complex challenges in supply chain management by designing, developing, and deploying sophisticated AI/ML models. Your work will include leading initiatives such as the implementation of Generative AI Chatbots and enhancing analytics through strategic planning and comprehensive reporting. You will play a critical role in communicating valuable insights across various divisions, ensuring that our strategies are backed by robust data analysis. If you are driven by a passion for artificial intelligence and its potential to transform industries, we invite you to apply and be part of our mission to create safer, greener, and more connected mobility solutions.

IT Languages:

  • Python
  • R

As a Senior AI/ML Analyst, you will be responsible for a range of critical tasks that contribute to our analytics capabilities and business intelligence.:

    Design, develop, and deploy advanced AI/ML models to address complex business problems;; Conduct data extraction, cleaning, and preprocessing to prepare datasets for model training and evaluation;; Analyze large datasets to identify statistical patterns, distributions, and anomalies for effective reporting;; Maintain and optimize machine learning models to ensure peak performance;; Lead the implementation of AI initiatives, including Generative AI Chatbots, within the supply chain management framework;; Engage in planning, forecasting, and reporting to modernize the overall analytics approach within the organization;; Effectively communicate findings and insights across various divisions and levels of seniority;; Act independently while serving as a trusted business partner focused on delivering results

Spoken Languages:

  • English

Skillset:

  • Machine Learning
  • Statistical Modeling
  • Data Mining
  • TensorFlow
  • PyTorch
  • scikit-learn
  • Keras
  • XGBoost
  • Cloud Platforms
  • ML Ops

Soft Skills:

  • Problem-solving
  • Critical thinking
  • Strong communication skills
  • Team collaboration
  • Adaptability

Qualifications:

  • Bachelor’s or Master’s degree in Analytics, Information Technology, Computer Science, Data Science, or a related STEM field
  • 3+ years of hands-on experience in AI/ML, predictive/prescriptive analytics, or data science
  • Demonstrated excellence in statistical modeling and programming using Python or R

Years of Experience:

    3

Location:

    Ireland

Job Benefits:

  • Personal holidays
  • Healthcare coverage
  • Pension plan
  • Tax saver scheme
  • Free onsite breakfast
  • Discounted corporate gym membership
  • Access to internal and external training, coaching, and certifications

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • We promote an inclusive work environment that values diversity and fosters professional growth for all employees. Our commitment to safety is paramount as we strive to create a work culture where everyone can thrive and contribute to innovative solutions.

Opportunities For Advancement:

  • Career development programs, Access to mentorship opportunities, Participation in international projects

Visa Sponsorship:

    Available
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