Senior Data Scientist

2 months ago

Draper, United States BambooHR Full time
Job DescriptionJob Description

Please Note: This is a remote position available in the state listed on this job.

Essential Job Duties

As a Senior Data Scientist, you'll apply current machine learning and AI algorithms to derive data insights and deliver intelligent services. This involves gaining a deeper understanding of relevant customer needs and business domains, exploring and improving available data, selecting appropriate approaches, and constantly improving models.

  • Train and tune machine learning models
  • Explore data and conduct feature engineering
  • Apply natural language processing to understand text and aid in conversational interfaces
  • Build optimal algorithms with LLMs and retrieval augmented generation
  • Collaborate with data engineers, AI software engineers, data analysts, and stakeholders
  • Evaluate emerging techniques by understanding academic papers and new technical tools, and by conducting labs, prototypes, and explorations
  • Monitor and optimize production models

What You Need to Get the Job Done

  • 5+ years of professional experience as a data scientist, typically coding in Python with relevant libraries
  • Demonstrated ability to select and implement ML algorithms, shape data into useful input features, and choose and optimize appropriate model performance metrics
  • Proficiency with NLP, text processing, LLMs / generative models, and conversational UX
  • Mathematical thinking foundation and orientation
  • Skill working with data sources of various types using tools such as SQL, pandas, Spark
  • Expertise designing and building deep learning architectures and models
  • Ability to work well independently and with colleagues
  • Skill collaborating using cloud-based tooling, git, notebook systems, and ML workflows

A strong contender will also demonstrate abilities to:

  • Deeply understand each problem, available data, and potential methods
  • Monitor, learn, and apply emerging techniques
  • Write high quality deployable code
  • Wisely select approaches and evaluation methods
  • Have productive interactions that lift the team and stakeholders

Beyond the technical skills, we're looking for individuals who are:

  • Clear communicators (verbal and written)
  • Analytical and perceptive of patterns
  • Strong in understanding underlying math and algorithms
  • Creative in finding relevant and novel approaches
  • Productive in a dynamic setting

If you love to learn, you'll be in good company. You'll likely have an advanced degree in a quantitative field, or a related Bachelor's and additional experience working with data.

What You'll Love About Us

  • Great Company Culture. We've been recognized by multiple organizations like Inc, Salt Lake Tribune, Glassdoor, & Comparably for our great workplace culture
  • Make an Impact. We care about your individuality by giving you freedom to grow and create within the company, regardless of your position
  • Rest and Relaxation. 4 weeks paid time off, 11 paid holidays, and we pay you to go on vacation (ask us about this)
  • Health Benefits. Medical with HSA and FSA options, dental, and vision
  • Prepare for the Future. 401(k) with a generous company match, access to a personal financial planner, and both legal and life insurance
  • Financial Peace University. We pay for a one year subscription and you walk away with financial savvy and a bonus
  • Give back. Get paid to give your time to the community: ask us about this
  • Educational Benefits. Whether you are a previous student, or currently enrolled in higher education, we can help cover some of those expenses
  • Amazing Office Amenities. We've got incredible benefits at our Draper headquarters including a full size gym, pickleball courts, a great office cafe, and free fountain drinks Ask us more about our office
  • In-Person Onboarding All new hires get to experience our in-person onboarding class, Bamboo Beginnings, at our Draper, UT headquarters Ask us more about Bamboo Beginnings
  • Flexible Work Models. In-office, work-from-home, or hybrid, depending on position and location

About Us

Our mission is simple: we want to set people free to do meaningful work. People love our software—and it turns out that people love working here too. We've been recognized as a "Best Company to Work For" and we're proud of our team for creating software that makes an impact in the lives of HR pros and employees all over the world.

BambooHR is committed to the full inclusion of all qualified individuals and will ensure that persons with disabilities are provided reasonable accommodations throughout the hiring process. If you would like to request accommodations, please let your recruiter know.

BambooHR is An Equal Opportunity Employer--M/F/D/V
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