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Senior Data Scientist (Natural Language Processing

Company: Slate Technologies
Location: San Francisco
Posted on: May 16, 2022

Job Description:

Job DescriptionAbout the CompanyAt Slate Technologies we are bringing fresh minds and tools to the world of Smart Buildings, Smart Infrastructure, Sustainability, architecture, and construction. With a credible team from world renowned institutions, we are leading the way in transforming the way buildings and Infrastructure comes to life. Better decisions happen in construction when you have better context, without context stakeholders are unable to see the right information, at the right time to make confident and quick choices. That's why we created Slate, a Virtual Digital Assistant that helps you identify and evaluate information in your business so that you can make better decisions, save time and money and improve project outcomes. Our mission at Slate is to help improve each construction professional impact construction productivity by revealing the timely context that helps them make earlier, better decisions. Slate's "Digital Assistant'' uses machine learning and AI to execute multi-dimensional analysis across internal and external data sources. This includes public data such as weather, labor and traffic with the dark data locked in silos and non-integrated systems within their own and sub-contractor organizations. Want to join us on this incredible journey?What You Will Be DoingExciting career opportunity in a Worldwide Engineering Organization, in designing and implementing a new generation of products and solutions that are transformational in nature. In this position, you will play a key role in designing and building a state-of-the-art AI system to modernize the Smart Buildings and Infrastructure space.Unique opportunity to work with some of the brightest minds in this space and create AI solutions from ground up.Location: San Francisco Bay Area Essential Duties & Responsibilities In this job, you will have a unique opportunity to use your NLP and data engineering skills to "AI enable" the smart construction industry.

  • Analyze product requirements and come up with data science solutions.
  • Identify and develop data engineering scripts (example: parsers) necessary to build training datasets.
  • Build deep learning NLP model(s), customize as needed to meet the requirements.
  • Write production quality python code for model development and as well as for inference.
  • Ability to think out-of-the-box and implement custom loss functions and quantitative methods to increase accuracy of AI solutions.
  • Take complete ownership of the solution in all phases - analysis, proof of concept, data engineering, model development, model tuning, and model implementation.Required Experience/Skills
    • Masters or bachelor's degree in computer science or related disciplines.
    • 3-7+ years of experience in data science.
    • Strong Python skills with focus in data engineering and data analysis. Proficiency with data mining algorithms such as Scikit-Learn, NumPy, SciPy and Pandas.
    • Strong understanding of machine learning models, model training, and hyper parameter tuning.
    • Working knowledge of deep learning models, loss functions, and accuracy measures.
    • Hands-on proficiency with PyTorch/TensorFlow/Keras.
    • Experience in NLP solutions preferred.
    • Experience in parsing pdf and text documents preferred.
    • Experience with statistical regression, neural nets, deep learning, decision trees, SVM, ensembles is expected.
    • Multi-Cloud experience and proficiency with providers AWS, GCP or Azure.
    • Comfortable in working in a micro services environment.
    • Self-motivated, enthusiasm to build next generation AI systems.If this sounds like you, you should apply right away so we can discuss how you can be a part of this exciting, fast-paced organization!Slate Technologies, Inc is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status.Powered by JazzHRstFoRhyuLV

Keywords: Slate Technologies, San Francisco , Senior Data Scientist (Natural Language Processing, Other , San Francisco, California

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