Lightcast

Associate Applied ML Scientist - 1087

Lightcast  •  Moscow, ID (Onsite)  •  3 hours ago
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Job Description

Important information before applying:

Location: This position is based on-site in Moscow, Idaho, and requires five days per week in the office. We will consider only candidates who currently live locally or are willing to relocate.

Work Authorization: To respect your time, we cannot provide employment visa sponsorship for this position now or in the future. Before applying, please confirm that you are authorized to work in the United States without current or future employer sponsorship.

Lightcast is seeking an Associate NLP / Machine Learning Scientist to join our AI/ML Laband help develop NLP models for large-scale labor market data.You will work with senior scientists and engineers to build and improve models that transformunstructured data such as job postings and professional profiles into structured labor marketintelligence. Core problem areas include classification, information extraction, entityrecognition, normalization, semantic matching, and multilingual NLP.

Major Responsibilities

Education and Experience

  • Bachelor’s or master’s degree in computer science, machine learning, NLP, data science, or a related field.
  • Strong foundation in machine learning, natural language processing, and deep learning.
  • Experience using Python and ML frameworks such as PyTorch, Hugging Face, or scikit-learn.
  • Familiarity with transformers, embeddings, classification, information extraction, or entity normalization.
  • Experience training and evaluating machine learning models, with strong analytical and problem-solving skills.
  • Ability to collaborate and learn quickly in research and production environments.
  • Internship, academic, or professional experience building NLP or machine learning models.
  • Familiarity with large language models, fine-tuning, LoRA, PEFT, or prompt engineering.
  • Exposure to multilingual NLP, semantic search, retrieval, or entity linking.
  • Familiarity with model optimization techniques such as quantization or distillation.
  • Experience with AWS, SageMaker, Docker, MLflow, or similar machine learning tools.

Lightcast is a global leader in labor market insights with our headquarters located in Moscow, ID (US) and other offices in the United Kingdom, Europe, and India. We work with partners across six continents to help drive economic prosperity and mobility by providing the insights needed to build and develop our people, our institutions and companies, and our communities.

Lightcast is proud to be an equal opportunity workplace and does not discriminate on the basis of federally protected statuses. Lightcast has always been, and always will be, committed to diversity of thought and unique perspectives. We seek dynamic professionals from all backgrounds to join our teams, and we encourage our employees to bring their authentic, original, and best selves to work.

Lightcast

About Lightcast

We're creating a labor market that works for everyone.

People are the most important part of any organization, which means its highest priority must be understanding its workforce. Lightcast enables faster, better decisions by making labor market data accessible and useful for enterprise, education, and the public sector.

In a fast-changing world of work, Lightcast (formerly Emsi Burning Glass) provides clarity. Our global data—available through software, consulting, and data delivery—provides specific, practical, unique insights to guide your most important decisions.

Whether you're an enterprise mapping your workforce's future, an educator preparing students for jobs that don't exist yet, or a government agency building economic resilience—we deliver the insights that matter.

Lightcast pioneered the collection and big-data analysis of information on the labor market. We have the world’s most comprehensive database of job postings, which has been refined by AI and human experts to provide insights clearly and quickly.

Industry
IT & Software
Company Size
501-1,000 employees
Headquarters
Moscow, Idaho
Year Founded
2000
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