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Machine Learning Engineer
Entravision
New York, UAE
Full Time
Mid
4 weeks ago
PythonScalaJavaDeep Neural NetworksLogistic RegressionClustering
Free
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About the Role
Entravision/Smadex is seeking a Machine Learning Engineer to develop and deploy full-stack scalable data analytics and ML solutions for ad-tech. The role involves building deep neural network algorithms, analyzing data, and working closely with tech and ops teams.
Key Skills for This Role
PythonScalaJavaDeep Neural NetworksLogistic RegressionClustering
Responsibilities
- Develop new features, measure performance and improve pipelines
- Research, design, implement, and deploy full stack scalable data analytics and machine learning solutions
- Work on unique modeling challenges like extreme positive sample sparsity and labelling delay
- Analyze data from different sources and provide actionable insights to business and engineering stakeholders
Requirements
- 2+ years of relevant experience in Data science positions
- Very strong coding ability: Python, Scala, Java
- Proficiency in building high performance algorithms in production
- Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical significance tests)
- Experience in data mining and predictive modelling: deep neural networks, logistic regression, clustering and time series analysis models
- Experience working with SQL and data warehousing
- Possesses excellent communication skills both verbal and written
- Fluency in English
Full Job Posting
About Entravision and Smadex
- Entravision is a leading global advertising, media and ad tech solutions company.
- Smadex is a leading advertising technology company founded in Barcelona in 2010, now part of Entravision.
- Smadex is one of the top mobile ad tech companies and the largest DSP based in Europe.
The Role
- As a Machine Learning Senior Engineer you will be part of all the major architectural decisions and developments on our algorithms, especially deep neural network algorithms.
What you will do
- You will be responsible for developing new features, measuring the performance and improving our pipelines.
- You will play an analytical role researching, designing, implementing, and deploying full stack scalable data analytics and machine learning solutions.
- You will work on unique modeling challenges not covered in the scientific literature, like extreme positive sample sparsity and labelling delay.
- Analyze data from different sources and provide actionable insights to business and engineering stakeholders.
What’s in it for you?
- Great compensation package tailored to the U.S. market.
- Career pathing and continued education available.
- Highly engaged leadership to support you.
- Opportunity for international travel.
- Comprehensive medical, dental & vision benefits.
- 401k matching.
- Summer Fridays & Team building events.
Skills and requirements
- 2+ years of relevant experience in Data science positions.
- Very strong coding ability: Python, Scala, Java.
- Proficiency in building high performance algorithms in production.
- Proficiency in solving problems.
- Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical significance tests).
- Experience in data mining and predictive modelling: deep neural networks, logistic regression, clustering and time series analysis models.
- Knowledge of Bitbucket/Git version tools.
- Experience working with SQL and data warehousing.
- Possesses excellent communication skills both verbal and written.
- Able to mentor other team members.
- Fluency in English.
Additional Information
- This is a Full Time position.
- Reports directly to Machine Learning Senior Director.
- Entravision Communications Corporation participates in E Verify.
- Entravision Communications is an Equal Opportunity Employer.
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