NLP and Python Expert on Contract

Sketch Lighting; United States; Remote; USD 90,000 - 130,000; Full time

Job summary

Sketch Lighting is seeking a skilled NLP Engineer to develop and deploy NLP models for processing large datasets in a Maker-friendly environment. You will enhance ML models, preprocess data, and collaborate with cross-functional teams to define requirements and deliver actionable insights.

The role emphasizes API development, data visualization, and staying current with NLP trends. Strong Python, TensorFlow/PyTorch, and Git experience are essential.

Qualifications

• Experience with NLP and Python
• Proficient with ML frameworks (TensorFlow/PyTorch)
• Experience using NLTK or SpaCy
• Familiar with data visualization (Matplotlib/Seaborn)
• API development experience

Responsibilities

• Develop and implement NLP models to process large datasets.
• Enhance existing machine learning models to improve performance and accuracy.
• Conduct data preprocessing and feature extraction for various datasets.
• Analyze and visualize data to present insights to stakeholders.
• Stay updated with NLP and ML trends.
• Collaborate with cross‑functional teams to define project requirements and objectives.
• Develop and manage APIs for NLP capabilities.
• Perform statistical analysis on data and summarize results.
• Assist in deployment of ML models in production environments.
• Provide guidance to junior team members.
• Document processes, projects, and findings for knowledge sharing.
• Conduct experiments to optimize model parameters and performance.
• Participate in code reviews and promote best practices.
• Engage in agile project management to ensure timely delivery.
• Implement software development best practices including version control and testing.

Skills

NLP

Python

TensorFlow

PyTorch

Data analysis

Data visualization

APIs

Git

SQL

NLTK

SpaCy

Deep learning

Education

Bachelor's or Master's in CS/Data Science

Tools

TensorFlow

PyTorch

NLTK

SpaCy

Matplotlib

Seaborn

Git

Job description

Role Responsibilities

• Develop and implement NLP models and algorithms to process large datasets.
• Enhance existing machine learning models to improve performance and accuracy.
• Conduct data preprocessing and feature extraction for various datasets.
• Analyze and visualize data to present insights to stakeholders.
• Stay updated with the latest trends in NLP and machine learning technologies.
• Collaborate with cross-functional teams to define project requirements and objectives.
• Develop and manage APIs for integrating NLP capabilities into applications.
• Perform statistical analysis on data and summarize results effectively.
• Assist in the deployment of machine learning models in production environments.
• Provide technical guidance and mentorship to junior team members.
• Document processes, projects, and findings for transparency and knowledge sharing.
• Conduct experiments to optimize model parameters and enhance performance.
• Participate in code reviews and contribute to a culture of continuous improvement.
• Implement best practices for software development including version control and testing.
• Engage in agile project management practices to ensure timely delivery of projects.

Qualifications

• Bachelor's or Master's degree in Computer Science, Data Science, or related field.
• Proven experience in Natural Language Processing and Python programming.
• Strong knowledge of machine learning frameworks such as TensorFlow or PyTorch.
• Experience with libraries like NLTK, SpaCy, or similar.
• Solid understanding of statistical modeling and data analysis techniques.
• Familiarity with data visualization tools such as Matplotlib or Seaborn.
• Experience in developing APIs and integrating with software applications.
• Strong problem-solving and analytical skills.
• Ability to work independently and as part of a team.
• Excellent communication skills, both written and verbal.
• Hands-on experience with version control systems like Git.
• Knowledge of databases and SQL for data manipulation.
• Experience with agile project management methodologies.
• Passion for learning and staying updated with industry trends.
• Experience in software development best practices and testing.

Skills: text mining,data analysis,machine learning frameworks (tensorflow, pytorch),nltk,machine learning,deep learning,data analysis techniques,version control systems (git),python programming,agile project management,agile methodologies,statistical modeling,spacy,natural language processing,api development,data visualization,data visualization tools (matplotlib, seaborn),sql