Job Description
Guru is on a mission to reinvent the way people connect with information at work. Our knowledge management solution provides teams with expert-verified information where they work and when they need it most. Our goal is to give every team in the world trusted information so that they can do their best work. We're backed by an amazing group of investors, and we're growing fast; in 2020 we raised a series C round which took our total funding to $70M.
At Guru, we know that talent is everywhere. We support remote and hybrid models of work, with offices in Philadelphia and San Francisco and employees spread across 19 states. Time differences can make live collaboration difficult, which is why we're intentional about our internal communication practices, favoring asynchronous options where possible.
Everyone is welcome here. Guru is committed to building a diverse and inclusive workplace, where every employee experiences a sense of belonging every day. Itโs a fact that teams with diverse representation across race, ethnicity, gender, sexual orientation, and abilities perform better. If youโre interested, please apply even if you donโt check every box because you could be just what weโre looking for! We'd love passionate individuals to join us on the next stage of our journey!
Guru is looking for a Sr. Data Scientist to be a core part of our team. As a Sr. Data Scientist, you will be researching and prototyping machine learning and natural language processing models to augment existing product features and to enable entirely new capabilities in our product. You will collaborate with Data Scientists, Machine Learning Engineers, Data Engineers, Software Engineers, Product Managers and other stakeholders to understand business needs, distill requirements, research the best solutions, prototype, implement, deploy and iterate on models, all with a laser focus on delivering value to our end users.
This job is not only about how well you build models; itโs about how you lend your positivity and presence, combined with your skillset to an energized environment and a highly collaborative team.
Requirements- 5+ years of professional experience with machine learning, 2+ years of experience with NLP and/or ML for search
- Bachelor's degree in Computer Science, Engineering or a related field, or equivalent training, fellowship, or relevant work experience
- Knowledge and understanding of statistical modeling, machine learning algorithms, and natural language processing techniques
- Hands-on experience in putting machine learning models into production to solve business problems
- Strong programming skills in Python
- Fluency in data manipulation using SQL, Pandas, or Spark
- Excellent problem solving and analytical skills
- Strong communication skills. You have a positive attitude and are empathetic.
- Self-motivated. You identify and solve problems with little or no guidance
- Self-awareness and a desire to improve
- You excel in a dynamic startup environment
- You work well with others and are a great team player
- Experience analyzing large data sets, using Apache Spark, Dask, Ray, or other parallel computing technologies.
- Experience with language models and transformers
- Experience with real-time recommender systems
- Experience with information retrieval systems, Elasticsearch/Solr
- Experience with cloud infrastructure, ideally AWS services including ECS, EMR, Lambda, API Gateway, Redshift, DynamoDB, Amazon SageMaker, SageMaker Studio, EMR Studio, dbt and Mode/Looker
- Experience with Deep learning models and their practical application at scale.
- Prior experience in a startup environment, specifically SaaS and B2B
- An advanced degree in a quantitative field such as Computer Science, Applied Mathematics, or related STEM field.
Hey, not everybody checks all the boxes, apply and let us get to know you and your experiences, and we can learn and grow together here at Guru!
Benefits to you- Competitive salary
- Employee Incentive Stock Option Plan
- Paid Parental, Family & Medical Leave
- Unlimited Vacation
- 401k
- Professional Development Stipend
- Wellness Stipend
- Home Office Stipend
- Tuition Reimbursement
- Thrive After Five: in recognition of our long-tenured employees, Guru celebrates your five year anniversary with a $10,000 personal travel reimbursement
- Remote perks
- Generous medical benefits package
- Guru-sponsored company & team events, no matter where you work
We ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us at [email protected] to request accommodation.
Date Posted
08/12/2022
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