Language Architect: AI-Powered Text Solutions Specialist

2 weeks ago

Toronto, Ontario, Canada Unreal Gigs Full time
Job Description

We are seeking a skilled Natural Language Processing (NLP) Specialist to join our team at Unreal Gigs. As an NLP Specialist, you will design and develop sophisticated language models and applications that drive innovation and transform how businesses interact with text and speech data.

About the Role

You will work closely with AI researchers, data scientists, and software engineers to design and deploy NLP systems that power a range of applications, from chatbots and voice assistants to sentiment analysis and text mining. Your expertise will play a critical role in making human-machine communication seamless, intuitive, and effective.

Main Responsibilities
  • Develop NLP Models and Algorithms:
    • Design and implement state-of-the-art NLP models, such as transformers, BERT, GPT, and other neural network architectures, to solve language-based problems. You'll work on tasks like sentiment analysis, text generation, named entity recognition, and machine translation.
    • Build NLP-powered applications that enable chatbots, voice assistants, and other AI-driven tools to understand and generate natural language. You'll help create intuitive user experiences by making these systems more conversational and context-aware.
  • Data Preprocessing and Text Mining:
    • Perform data preprocessing and feature extraction on large text datasets to prepare them for NLP tasks. You'll clean, tokenize, and transform text data, ensuring that it's optimized for language models and machine learning algorithms.
  • Deploy Models into Production:
    • Work with engineering and DevOps teams to deploy NLP models into production environments, ensuring they are scalable, efficient, and reliable. You'll use cloud platforms and AI services to implement and monitor models in real-world applications.
  • Cross-Functional Collaboration:
    • Partner with data scientists, product managers, and engineers to integrate NLP models into products and services. You'll help translate business objectives into NLP solutions that drive user engagement and improve business outcomes.
  • Monitor and Fine-Tune Model Performance:
    • Continuously monitor the performance of deployed models, fine-tuning them as needed to ensure they deliver accurate and relevant results. You'll retrain models using new data and feedback to keep them up-to-date and robust.
Requirements

We're looking for someone with:

  • NLP Expertise: Strong experience in natural language processing techniques, including sentiment analysis, named entity recognition, text classification, and machine translation. You're familiar with neural network models like transformers, RNNs, and CNNs.
  • Machine Learning and Deep Learning: Proficiency in machine learning and deep learning frameworks like TensorFlow, PyTorch, or Hugging Face. You know how to apply these frameworks to build, train, and fine-tune NLP models.
  • Programming and Data Skills: Proficiency in Python and experience working with NLP libraries such as NLTK, SpaCy, or Stanford NLP. You're skilled at manipulating large text datasets and preparing them for analysis and model training.
  • Model Deployment and Optimization: Experience deploying NLP models into production environments using cloud platforms (AWS, GCP, Azure) and containerization tools like Docker. You know how to optimize models for scalability and performance.
  • Cross-Functional Collaboration: Strong collaboration skills, with the ability to work with cross-functional teams and communicate complex technical concepts to non-technical stakeholders.
Education and Experience

We require:

  • Bachelor's or Master's Degree: In Computer Science, Data Science, AI, Linguistics, or a related field. Equivalent experience in NLP or machine learning is highly valued.
  • Certifications and Additional Coursework: Certifications or additional coursework in NLP, AI, or deep learning are a plus.
  • Experience: 3+ years of experience in NLP or machine learning, with hands-on experience building and deploying NLP models in real-world applications.
  • Proven Track Record: A proven track record of working with large text datasets, developing language models, and delivering NLP-driven solutions that solve business problems.
Benefits

We offer a competitive salary of $120,000 - $180,000 per year, based on location and experience. Our benefits package includes:

  • Health and Wellness: Comprehensive medical, dental, and vision insurance plans with low co-pays and premiums.
  • Paid Time Off: Competitive vacation, sick leave, and 20 paid holidays per year.
  • Work-Life Balance: Flexible work schedules and telecommuting options.
  • Professional Development: Opportunities for training, certification reimbursement, and career advancement programs.
  • Wellness Programs: Access to wellness programs, including gym memberships, health screenings, and mental health resources.
  • Life and Disability Insurance: Life insurance and short-term/long-term disability coverage.
  • Employee Assistance Program (EAP): Confidential counseling and support services for personal and professional challenges.
  • Tuition Reimbursement: Financial assistance for continuing education and professional development.
  • Community Engagement: Opportunities to participate in community service and volunteer activities.
  • Recognition Programs: Employee recognition programs to celebrate achievements and milestones.

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