Conversica

Data Scientist

Conversica$90K — $130K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 5-7 years of experience in machine learning and natural language processing (NLP) with a focus on text mining and computational linguistics.
  • Proven track record in developing machine learning models within a production environment.
  • Hands-on experience with deep learning techniques, particularly in NLP.
  • Advanced Python programming skills specific to data analysis.
  • Fluency with Keras or TensorFlow is essential.
  • Experience managing and analyzing large datasets (10 million+ rows).
  • Effective communicator with the ability to explain complex mathematical concepts to non-technical stakeholders.
  • Familiarity with agile development methodologies.

Responsibilities

  • Collaborate with data scientists and engineers on innovative product development.
  • Develop and enhance methodologies and algorithms using machine learning and AI techniques.
  • Conduct experiments and improve existing models through A/B testing.
  • Work on diverse projects, including text classification and big data analytics.
  • Assist in the design of experiments to validate product hypotheses.

Benefits

  • Opportunity to work on state-of-the-art innovations in machine learning and NLP.
  • Collaborative work environment with experienced peers in data science and engineering.
  • Access to cutting-edge tools and technologies in AI and big data.
  • Support for continuous learning and professional development, particularly in advanced AI techniques.
Full Job Description
YOUR RESPONSIBILITIES

As Conversica's Data Scientist, you will work with other data scientists and engineers to solve and contribute to the innovative products we are building. You will be responsible for developing, improving and experimenting with methodologies and algorithms to support these efforts, using machine learning, deep learning, artificial intelligence and natural language processing techniques. Your scope will reach from text classification problems over big data analytics to A/B testing and experiment design.

JOB REQUIREMENTS
  • Experience and training in cutting-edge research in machine learning, natural language processing (NLP), text mining and computational linguistics.
  • Demonstrated success in using or (and preferably) developing machine learning models and data platforms in a production environment.
  • Training in deep learning approaches and natural language processing
  • Advanced proficiency with Python for data analysis
  • Must be fluent in either keras or tensorflow
  • Experience with large data sets (10 million+ rows)
  • Ability to convey rigorous mathematical concepts and considerations to non-experts
  • Experience working in an agile methodology

EDUCATION

Degree in a quantitative discipline such as Predictive Analytics, Statistics, Mathematics, or Computer Science with coursework in Machine Learning, Deep Learning, and Natural Language Processing; Masters/PhD preferred. Ideally we would like to see someone that has been published in Natural Language Processing and Deep Neural Networks.

Skills & Requirements Qualifications

About Conversica

Conversica is a provider of conversational AI software for business. The company's flagship product is an AI-powered virtual assistant that engages leads and customers in natural, two-way human conversations. Conversica's AI assistant is designed to automate routine business conversations, freeing up human sales and marketing teams to focus on higher-value activities. The company's software is used by thousands of businesses worldwide, including Fortune 500 companies and SMBs. Conversica was founded in 2007 and is headquartered in Redwood City, California.
Learn more about Conversica
Size
300 employees
Industry
Founded
2007

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