NLP Archives - AI Jobs Latest https://aijobslatest.com/nlp-jobs/ Curated global AI jobs across all industries Mon, 02 Dec 2024 14:57:25 +0000 en-US hourly 1 https://wordpress.org/?v=6.7.1 https://aijobslatest.com/wp-content/uploads/2024/05/cropped-ajl-icon-32x32.jpg NLP Archives - AI Jobs Latest https://aijobslatest.com/nlp-jobs/ 32 32 230624149 ML Engineer/Data Engineer, Railtown AI https://aijobslatest.com/ml-engineer-data-engineer-railtown-ai-vancouver/ Mon, 02 Dec 2024 14:57:25 +0000 https://aijobslatest.com/?p=3879 Company Railtown AI Technologies Inc. Job title ML Engineer/Data Engineer Job location Vancouver, BC, Canada Type Full Time Responsibilities: Brainstorm, design and develop the company’s AI initiatives and roadmaps Formulate…

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ML EngineerData Engineer, Railtown AI

Company Railtown AI Technologies Inc.
Job title ML Engineer/Data Engineer
Job location Vancouver, BC, Canada
Type Full Time

Responsibilities:

  • Brainstorm, design and develop the company’s AI initiatives and roadmaps
  • Formulate the business problem into AI and Machine Learning tasks
  • Working with different types of data including computer logs, errors, natural languages, and more
  • Extract, transform, load structured and unstructured text data
  • Perform AI and machine learning experiments methodically, and conduct data and error analysis to improve models
  • Document findings, approaches and present the results to the team
  • Optimize algorithms and prototypical solutions, such as hyperparameter search, model fine-tuning, etc.
  • Collaborate with the engineering team to implement (build, test and deploy) the ML models
  • Create unit, integration, end-to-end, and/or performance tests.
  • Keep current with technology and industry developments and be on the lookout for new approaches and opportunities to integrate them into the existing solutions

Requirements & Skills:

  • Have strong analytical and problem-solving skills, and be willing to dive deep to find creative solutions.
  • Have a passion for developing new and innovative solutions with AI, machine learning, and statistical approaches.
  • Have an entrepreneurial spirit and love to work in a fast-growing start-up environment, where you will meet like-minded people and celebrate successes.
  • BSc or MSc degree in computer science, engineering, statistics, applied mathematics, or related quantitative discipline.
  • Ability to synthesize information from multiple sources and act as a thought leaders to design creative solutions.
  • Experience in ML/AI solution architecture is an asset.
  • Strong track records in building MLOps and productionizing ML/AI solutions in Azure cloud (or AWS). Familiarity with ML flow is a plus.
  • Experience in data mining, machine learning, and/or statistical analysis. Knowledge of NLP approaches is an asset.
  • Strong experience in Python and knowledge of SQL is a plus.
  • Familiarity with modern machine learning packages such as NumPy, SciPy, Pandas, Matplotlib, seaborn, Scrapy, scikit-learn, etc. Experience with Deep Learning packages such as Pytorch or TensorFlow is an asset.
  • Knowledge of the Cross Industry Standard Process for Data Mining(CRISP-DM) or similar data-science lifecycle.
  • Experience building custom integrations between cloud-based systems using APIs.
  • Experience developing and maintaining ML systems built with open-source tools.
  • Experience developing with containers and Kubernetes in cloudcomputing environments.
  • Basic knowledge of agile software development (e.g. versioncontrol, kanban processes, and cloud deployment).
  • Team player. Comfort working in a dynamic group with open problems to solve.

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Senior Data Scientist – AI Applied Researcher, Datadog https://aijobslatest.com/senior-data-scientist-ai-applied-researcher-datadog-paris/ Wed, 13 Nov 2024 14:08:15 +0000 https://aijobslatest.com/?p=3631 Company Datadog Job title Senior Data Scientist – AI Applied Researcher Job location Paris, France Type Full Time Responsibilities: Conduct cutting-edge research in Generative AI and Machine Learning, with a…

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Senior Data Scientist - AI Applied Researcher, Datadog

Company Datadog
Job title Senior Data Scientist – AI Applied Researcher
Job location Paris, France
Type Full Time

Responsibilities:

  • Conduct cutting-edge research in Generative AI and Machine Learning, with a focus on translating novel ideas into practical, high-impact product features
  • Contribute to and leverage large-scale distributed fine-tuning and training infrastructures for state-of-the-art models
  • Collaborate with cross-functional teams to integrate advanced AI capabilities into Datadog’s product ecosystem
  • Lead and contribute to research publications, presenting findings at top-tier conferences in the field
  • Actively participate in our journal club, staying abreast of the latest developments in LLM and Generative AI research
  • Mentor junior researchers and engineers, fostering a culture of innovation and scientific rigor

Requirements & Skills:

  • You hold a PhD in Computer Science, Machine Learning, or a related field, with a strong focus on deep learning, reinforcement learning and natural language processing (or equivalent experience)
  • You possess extensive experience in designing and implementing deep learning models, particularly in the NLP domain
  • You’re well-versed in distributed training frameworks (e.g., DeepSpeed, Megatron-LM) and ML development libraries such as PyTorch and TensorFlow
  • You have a demonstrated ability to bridge the gap between cutting-edge research and practical product applications
  • You’re passionate about pushing the boundaries of AI while maintaining a strong focus on real-world impact
  • You are familiar with efficient training techniques for large foundation models and with model compression techniques.
  • You possess the ability to elaborate complex models and ideas to non-technical personnel

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AI ML Engineer, Railtown AI Technologies https://aijobslatest.com/ai-ml-engineer-railtown-ai-technologies-vancouver/ Mon, 04 Nov 2024 19:19:10 +0000 https://aijobslatest.com/?p=3424 Company Railtown AI Technologies Inc. Job title AI ML Engineer Job location Vancouver, BC, Canada Type Full Time Responsibilities: Brainstorm, design and develop the company’s AI initiatives and roadmaps Formulate…

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AI ML Engineer, Railtown AI Technologies

Company Railtown AI Technologies Inc.
Job title AI ML Engineer
Job location Vancouver, BC, Canada
Type Full Time

Responsibilities:

  • Brainstorm, design and develop the company’s AI initiatives and roadmaps
  • Formulate the business problem into AI and Machine Learning tasks
  • Working with different types of data including computer logs, errors, natural languages, and more
  • Extract, transform, load structured and unstructured text data
  • Perform AI and machine learning experiments methodically, and conduct data and error analysis to improve models
  • Document findings, approaches and present the results to the team
  • Optimize algorithms and prototypical solutions, such as hyperparameter search, model fine-tuning, etc.
  • Collaborate with the engineering team to implement (build, test and deploy) the ML models
  • Create unit, integration, end-to-end, and/or performance tests.
  • Keep current with technology and industry developments and be on the lookout for new approaches and opportunities to integrate them into the existing solutions

Requirements & Skills:

  • Have strong analytical and problem-solving skills, and willing to dive deep to find creative solutions
  • Have a passion for developing new and innovative solutions with AI, machine learning, and statistical approaches
  • Have an entrepreneurial spirit and love to work in a fast-growing start-up environment, where you will meet like-minded people and celebrate successes
  • BS or MS degree in computer science, engineering, statistics, applied mathematics, or related quantitative discipline
  • Ability to synthesize information from multiple sources and act as thought leaders to design creative solutions
  • Experience in data mining, machine learning, and/or statistical analysis. Knowledge of NLP approaches is an asset.
  • Experience with at least one programming language (i.e., Python is preferred), and knowledge of SQL is a plus
  • Familiarity with modern machine learning packages such as Numpy, Pandas, Sklearn, etc. Experience with Deep Learning packages such as Pytorch is an asset.
  • Basic knowledge of agile software development (e.g. version control, kanban processes, and cloud deployment).
  • Team player. Comfort working in a dynamic group with open problems to solve.

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Senior Data Scientist – GenAI, Wolt https://aijobslatest.com/senior-data-scientist-genai-wolt-helsinki/ Sat, 26 Oct 2024 17:48:26 +0000 https://aijobslatest.com/?p=3399 Company Wolt Job title Senior Data Scientist, Support (GenAI) Job location Helsinki, Finland – Remote Type Full Time Requirements & Skills: You have previous experience building Data Science, Machine Learning,…

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Senior Data Scientist - GenAI, Wolt

Company Wolt
Job title Senior Data Scientist, Support (GenAI)
Job location Helsinki, Finland – Remote
Type Full Time

Requirements & Skills:

  • You have previous experience building Data Science, Machine Learning, and AI solutions with a measurable impact. You understand how to build data products, and deeply care about the end-user experience;
  • You also understand what it takes to build production-level ML and AI solutions. You have experience with real-time applications and large-scale deployments, and can handle the entire life cycle of data science solutions from ideation to maintenance;
  • Deep understanding and experience with Machine Learning and AI, a solid understanding of Statistics, and experience and knowledge in NLP. Experience in working as a part of an engineering team, building solutions to complex problems with large-scale and real-time requirements.
  • Interest towards LLMs and GenAI and their applications for solving problems in production.

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Senior Machine Learning Engineer, Railtown AI https://aijobslatest.com/senior-machine-learning-engineer-railtown-ai-vancouver/ Sat, 26 Oct 2024 17:34:32 +0000 https://aijobslatest.com/?p=3390 Company Railtown AI Technologies Inc. Job title Senior Machine Learning Engineer (NLP) Job location Vancouver, BC, Canada Type Full Time Responsibilities: Working with different types of data including computer logs,…

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Senior Machine Learning Engineer, Railtown AI

Company Railtown AI Technologies Inc.
Job title Senior Machine Learning Engineer (NLP)
Job location Vancouver, BC, Canada
Type Full Time

Responsibilities:

  • Working with different types of data including computer logs, errors, natural languages, and other multimodal data
  • Work with state-of-the-art large language models
  • Document findings and approaches and present the results to the team
  • Optimize algorithms and prototypical solutions, such as hyperparameter search, model fine-tuning, etc.
  • Collaborate with the engineering team to implement (build, test, and deploy) the ML models
  • Create unit, integration, end-to-end, and/or performance tests.
  • Keep current with technology and industry developments and be on the lookout for new approaches and opportunities to integrate them into the existing solutions

Requirements & Skills:

  • Have strong analytical and problem-solving skills, and willing to dive deep to find creative solutions
  • Have deep experience around NLP and building custom LLM solutions
  • Have an entrepreneurial spirit and love to work in a fast-growing start-up environment, where you will meet like-minded people and celebrate successes
  • BS or MS/PhD degree in computer science, engineering, statistics, applied mathematics, or related quantitative discipline
  • Proficiency in programming languages commonly used in NLP such as Python
  • Strong knowledge of state-of-the-art pre-trained language models such as BART, Mistral, GPT, etc., along with expertise in fine-tuning these models for specific downstream tasks.
  • Experience in designing and implementing custom architectures and adaptations for large language models to optimize performance on specific tasks or domains.
  • Familiarity with transfer learning techniques and methodologies for fine-tuning pre-trained language models on diverse datasets.
  • Proficient in model evaluation and benchmarking methodologies for fine-tuned language models, including standard NLP evaluation metrics as well as task-specific metrics for tasks such as text generation, text classification, language modeling, etc.
  • Strong understanding of memory and computational constraints associated with fine-tuning large language models, along with experience in optimizing model inference and deployment for production environments.
  • Basic knowledge of agile software development (e.g. version control, kanban processes, and cloud deployment).
  • Team player. Comfort working in a dynamic group with open problems to solve.

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AI Platform Engineer, Zurich https://aijobslatest.com/ai-platform-engineer-zurich-cracow/ Thu, 24 Oct 2024 15:47:27 +0000 https://aijobslatest.com/?p=3350 Company Zurich Job title AI Platform Engineer Job location Cracow, Poland Type Full Time Responsibilities: Design and develop machine learning models to solve specific business problems in insurance Collect, preprocess, and explore large…

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AI Platform Engineer, Zurich

Company Zurich
Job title AI Platform Engineer
Job location Cracow, Poland
Type Full Time

Responsibilities:

  • Design and develop machine learning models to solve specific business problems in insurance
  • Collect, preprocess, and explore large datasets to extract meaningful insights
  • Train and fine-tune machine learning models to optimize performance
  • Develop and implement algorithms to solve complex problems
  • Collaborate with cross-functional teams to integrate machine learning solutions into products and services
  • Monitor and maintain machine learning systems to ensure optimal performance and scalability
  • Stay up-to-date with the latest research and technology advancements in the field of machine learning

Requirements & Skills:

  • 3+ years of experience as an ML engineer
  • Strong understanding of machine learning, large language models, and MLOps
  • Strong programmer, with a good understanding of building and deploying solutions
  • Expertise in programming languages such as Python
  • Expertise in MLOps, Cloud & Data Technologies – ideally Azure and AWS
  • Willingness to learn and adapt to emerging tools, techniques, and trends in large language models and Generative AI
  • Strong track record with ML engineering techniques in cloud environments (Azure, AWS)
  • Strong analytical and problem-solving skills
  • Excellent communication and collaboration skills

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