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Machine Learning Enginee

About Adeptmind

Our current engineering efforts focus on vertical expansion: building more tools and services. Current projects range from creating internal service to providing command-line utilities as well as large scale crawling and data processing.

Our platform helps online retailers bridge the gap between online and offline conversion rates. Bad search means a bad customer experience. Our technology uses deep learning and natural language processing to eliminate the “no results found” problem and show your customers what they want when they want it. Our results speak for themselves. No fancy jargon, just 100% accuracy every time.

We believe search should be intuitive and intelligent, rather than a barrier for online stores and customers. We have the tools. Let’s make it happen.


Culture

At Adeptmind, a career opportunity is more than just a job. When you join us, you're welcomed into a group of extremely smart and hardworking people with a mission. We collectively focus on our goals while supporting each other. We provide a great environment where learning and development is valued, and we promote from within.


Responsibilities

Cast real-world problems to machine learning problems

Collaborate with the data team for data collection in efficient ways

Design and experiment machine learning/deep learning models

Design, implement and optimize machine learning platform

Analyze/Debug prediction models


Your Qualification

Knowledge about machine learning/deep learning theory and algorithms

Knowledge about model optimization methods: 1st/2nd order methods, bayesian optimization, etc

Proficiency in mainstream machine learning/deep learning frameworks: sklearn, tensorflow, pytorch, keras, etc.

Algorithm, data structure, and object-oriented programming skills

Proficiency in Python

Experience in applying machine learning algorithms for natural language processing/generation tasks

Experience with the Linux stack (bash, git, package management etc.)

Experience in processing big data


Will Be a Plus

Familiarity with data platforms: MongoDB, SQL, Lucence, ElasticSearch, etc.

Experience with team software development process: design, testing, coding, and peer reviews

Experience in modular design for software development



Perks

Flat organization structure set up to help people succeed

Competitive salary commensurate with experience/qualification

Bonus package commensurate with performance

A convenient downtown office location close to transit (once we return from full time WFH)

Comprehensive health benefits

$200/month transportation allowance (once back in-office)

Catered meals managed by a food expert (once back in-office)