The Data Science team at Ampersand is seeking a Software Engineer focused on productionizing Bayesian models developed by the Data Science group.
Samples of the types of model output you will be working with may be found in the example notebooks of our open source repository, PyMC3-HMM.
(https://github.com/ampersandtv/pymc3-hmm)
ESSENTIAL FUNCTIONS: In our experience, there is not necessarily a specific background common to ML Engineers so here are a few of the different responsibilities you might take on:

• Extend the open source Aesara and PyMC3-HMM packages
• Develop tools to visualize model results using Matplotlib
• Write and optimize Clickhouse SQL queries and design relational schemas for efficient storage and computation
• Use Github actions to create Docker images for use by AWS Batch as part of our production pipeline
• Design custom metadata services to manage the state of our model fits

EDUCATION, SKILLS & EXPERIENCE:

• You must have intermediate to advanced knowledge of Python
• We use `git` for version control and expect that you have significant experience collaborating on a team using git-based workflows and continuous integration.

OUR VALUES:

• Trust
• Simplicity
• Bravery
• Inclusivity or Belonging
• Growth
• Balance

WHAT WE HAVE TO OFFER:

• Opportunity to join a company revolutionizing the Advertising Technology industry
• Trust worthy, hardworking colleagues
• Opportunities to learn and grow
• Management, Sales, Executive Presence, Operations trainings; just to name a few!
• Comprehensive Medical, Dental, and Vision coverage
• Generous Time Off
• Work/ Life balance
• 401k and Company matching
• Commuting benefits
• Other perks

Ampersand welcomes all qualified applicants to apply without regard to race, color, nationality, gender, gender identity or expression, sexual orientation, religion, disability or age. We are an equal opportunity employer committed to belonging, equity and diversity. Ampersand requires its staff to be fully vaccinated against COVID-19, where legally permissible, unless they are approved for a reasonable accommodation based on disability, medical condition, or religious belief that prevents hem from being vaccinated. In some states and roles, staff may be required to provide proof of full vaccination before they can begin to actively work.
Other details

• Pay Type Salary