FreeWheel · 3 days ago
Machine Learning Engineer
Wonder how qualified you are to the job?
AdvertisingEnterprise Software
Insider Connection @FreeWheel
Responsibilities
Contribute to both software engineering and machine learning sides of projects.
Implement, refine, and validate machine learning algorithms for products and applications.
Take action on existing specifications of designs and develop data pipelines consisting of data ingest, data validation, data cleaning, and data monitoring.
Train machine learning models, validate the accuracy of the machine learning models once trained, and deploy validated machine learning models into production.
Research, write, and edit documentation and technical requirements, including evaluation plans, confluence pages, white papers, presentations, test results, technical manuals, formal recommendations, and reports. Contribute to the company by creating patents, Application Programming Interfaces (APIs), and other intellectual property.
Test and evaluate solutions presented to the Company by various internal and external partners and vendors. Complete case studies, testing, and reporting.
Design proof of concept solutions and contribute to studies to support future product or application development.
Collaborate with teams outside of the immediate work group. Represent the work team in providing solutions to technical issues associated with assigned projects.
Provide guidance and leadership to more junior engineers.
Exercise independent judgment and discretion in matters of significance.
Work nights and weekends, variable schedules, and overtime as necessary.
Perform other duties and responsibilities as assigned.
Qualification
Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.
Required
MS or above in a STEM (science, technology, engineering, mathematics) subject.
2+ years of demonstrable experience with machine learning/data science.
Proficient in Python and SQL; experience with one of C++/golang/Java.
Good understanding of engineering best practices, for example agile (in Data Science) and version control.
Effective collaboration with Product, Commercial and Engineering teams.
Preferred
Practical experience with MLOps tools like model server, feature store, and a/b testing system.
Practical experience in distributed computing frameworks, especially Apache Spark and distributed TensorFlow.
Excellent academic or industrial track record.
Knowledge of the latest Machine Learning/Data Science technologies.
Benefits
Best-in-class Benefits
Array of options for personalized support
Expert guidance and tools
Support physically, financially, and emotionally
Compensation and benefits summary available on the careers site
Company
FreeWheel
FreeWheel is a comcast company that provides ad platforms for publishers, advertisers, and media buyers.
Funding
Current Stage
Late StageTotal Funding
$47.64MKey Investors
Steamboat VenturesLaconia Ventures
2014-03-02Acquired· by Comcast
2012-10-01Series E· $8.25M
2010-04-15Series D· $16.8M
Recent News
2024-02-28
Business Wire
2024-02-18
Company data provided by crunchbase