Talroo: Principal Machine Learning Engineer (Georgetown)
Company: Talroo
Location: Georgetown
Posted on: April 4, 2021
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Job Description:
Principal Machine Learning EngineerAustin, TXAbout Talroo We are
honored to be recognized as a multi-award winning organization.
Talroo has been consistently recognized as a Top Workplace and a
Best Place to Work in Austin. We've been ranked the last five years
by Inc. 500/5000 as one of the fastest growing companies in the
U.S. You'll also find us on the Austin Business Journal's Fast 50
growth awards list multiple times. We're growing the right way, and
we need exceptional talent to help us build upon our successful
story. Talroo is a talent attraction platform our technology helps
companies find the talent they need for their workforces. We power
over 1 billion job searches every month, and Talroo s data-driven
search-and-match functionality enables organizations to reach the
best audiences to deliver hires. And while we focus on providing
amazing results and service for our customers, within our exciting
company you ll also find a high-performance environment of
collaboration, encouragement, transparency, and fun. About the
Position This Principal Machine Learning Engineer position is a
high-impact role at Talroo. We are looking for an experienced
machine learning practitioner with high-standards to help scale and
expand high-value business initiatives. You will be joining a
top-tier team that understands the real-world business opportunity
that machine learning enables and how it can transform businesses.
At Talroo, we iterate with A/B testing to fail fast and learn
quickly. The result is real, measurable revenue and profit impact.
The ideal candidate will have a passion for technology with a
strong background in computer science. If you have a proven ability
to learn, explore, and quickly turn the latest technologies into
value, then you are the perfect candidate. Our team of experienced
engineers have strong industry experience in search/information
retrieval. The team is highly collaborative while also being
self-sufficient enough to turn any idea into a business win. As a
high impact teammate, you will help with everything from data ETLs
to modeling to model serving to test reporting. This unique
opportunity will expose you to deep insights into the technology
and the business. On a day-to-day basis, expect roughly 20% of your
time to be on the serving/inference layer, 20% data science
modeling, and the rest will be around data cleaning, ETL, and
analytics. The team is working to improve many facets of the job
recommendation process. This involves gathering data from billions
of monthly job queries to create, test, and iterate on machine
learning models. When successful, we help job seekers find their
perfect job faster and employers receive a higher quality of
candidate. What we are looking for in a highly qualified candidate:
Big Data processing Apache Spark is the key to our data pipelines
that create our insights. Understanding SQL is a must in this
environment. For maximum performance, we utilize Scala. Search
technologies our Lucene/Solr inverse index powers billions of our
queries every month. High-performance web services our
microservices scale with Java technologies while providing
sub-millisecond response times. Machine learning our latest wins
have come from ML technologies like gradient boosted trees
(XGBoost, MML Spark) and deep learning (TensorFlow, Keras). Python
is the preferred language here. Most importantly, the highly
qualified candidate has the initiative and ability to quickly learn
and apply the above. Minimum Requirements Bachelor s or higher
degree in Computer Science from a top university. Five (5) to ten
(10) years of computer programming work experience with proven,
high-value results. Two (2) years of data science, machine
learning, or data engineering work experience. Benefits Highly
competitive salary Company-paid gym membership Comprehensive,
company-paid health, vision, and dental insurance premiums for you
and your dependents 401(k) retirement plan with 3% employer
contribution Paid company holidays & Unlimited PTO Awesome company
events Talroo is proud to be an Equal Opportunity Employer.
Candidates will receive consideration for employment without regard
to race, color, religion, sex, sexual orientation, gender identity,
national origin, or protected veteran status, and will not be
discriminated against on the basis of disability. Associated
topics: data administrator, data analyst, data architect, data
integration, data integrity, data manager, data warehouse, data
warehousing, database administrator, teradata
Keywords: Talroo, Georgetown , Talroo: Principal Machine Learning Engineer (Georgetown), Education / Teaching , Georgetown, Texas
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