2 дня назад
Senior Applied Machine Learning Scientist
131 500 - 219 100$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Applied Machine Learning Scientist (Generative AI, Search, and Retrieval): Building advanced AI/ML systems for Ask The Post, semantic search, content understanding, ranking, recommendation, and conversational reader experiences with an accent on generative AI, information retrieval, NLP, and rigorous experimentation. Focus on designing, training, evaluating, and deploying scalable models and production ML systems, including LLMs, VLMs, embedding systems, learning-to-rank models, and agentic workflows.
Location: DC-Washington-TWP Headquarters; on-site five days a week
Salary: $131,500–$219,100 annually
Company
is a news organization developing journalism, digital products, and AI-powered reader experiences.
What you will do
- Lead applied research and development across generative AI, search, retrieval, ranking, content understanding, and recommendation.
- Translate ambiguous product and business challenges into scientific problems with clear metrics, experiments, and success criteria.
- Design, train, evaluate, and deploy LLMs, VLMs, embedding systems, learning-to-rank models, and agentic workflows.
- Build AI-powered experiences including Ask The Post, semantic search, question answering, intelligent discovery, and conversational search.
- Design offline and online evaluations, including relevance metrics, retrieval quality, A/B testing, and causal analysis.
- Develop scalable production ML systems and collaborate with scientists, engineers, data teams, product managers, editors, and business stakeholders while mentoring junior staff.
Requirements
- Bachelor’s degree in Computer Science, Mathematics, Statistics, Machine Learning, or a related technical field.
- 4+ years of experience in applied machine learning, AI, data science, information retrieval, NLP, recommender systems, or a related field.
- Strong Python experience and proficiency with at least one ML framework such as PyTorch, TensorFlow, or JAX.
- Experience designing, evaluating, and deploying ML models with large-scale datasets.
- Strong foundations in machine learning, statistical analysis, experimental design, and model evaluation.
- Experience with search, ranking, retrieval, NLP, generative AI, or recommendation systems.
Nice to have
- Master’s or Ph.D. in a related technical field.
- Experience with transformer models, embeddings, two-tower architectures, LLMs, VLMs, semantic search, RAG, question answering, or recommendation systems.
- Experience with AWS, GCP, Spark, Beam, BigQuery, or similar cloud and big-data technologies.
- Background in model evaluation, calibration, uncertainty estimation, interpretability, responsible AI, deep learning, reinforcement learning, causal inference, or learning-to-rank.
- Publications, patents, open-source contributions, technical talks, or experience mentoring technical staff.
Culture & Benefits
- Work in an investigative journalism environment focused on innovation and impactful storytelling.
- Medical, dental, and vision coverage, plus a company-paid pension and 401(k) match.
- Three weeks of vacation, up to three weeks of paid sick leave, nine paid holidays, and two personal days.
- 20 weeks of paid parental leave, mental health resources, backup care, and caregiver concierge services.
- Gender-affirming services, pet insurance, a free Post digital subscription, and leadership and career development programs.
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