Description
Bigabid is an innovative technology company led by data scientists and engineers who are devoted to mobile app growth. Our proprietary ad platforms, powered by machine learning, are the outcome of that devotion.
We use elite programmatic user acquisition and retargeting technologies to deliver valuable results and insights for a fast-growing clientele of major app developers.
Our ever-evolving, state-of-the-art machine learning technology analyzes tens of TB of raw data per day to produce millions of ad recommendations in real time. This data is used to power our machine learning predictions, business-critical metrics, and analytics, which in turn power our decision-making.
We are looking for a team leader to promote machine learning engineering. One who is passionate about building high-quality data products and processes, as well as supporting production real-time performance observability.
As a Machine Learning Engineer Team Leader at Bigabid, you will be involved with Data Science projects from the preparation stage until production and beyond. You’ll be in close coordination with stakeholders and play a major role in driving the business by managing the production models and lifecycle processes, which are the core of our product.
Responsibilities
Manage a team of highly professional MLE’s - develop worker growth and execution excellence. Who are in charge of:
- Data wrangling - supporting and building data requirements for data science research and model training, validation and testing.
- Delivering end-to-end ML products - model performance development, training, validation, and testing, including version control.
- Promote engineering best practices - code and model versioning, CI/CD processes, rollout and DRP procedures.
- Create monitors, alerts, and dashboards - managing model performance in production.
- Collaborate with our product, data science, and engineering teams to solve problems, identify trends and opportunities.
Requirements
- 2+ years experience as an ML Engineer, with a proven track record of delivering production-grade ML solutions.
- 2+ years experience leading a team of data scientists or engineers.
- Proficiency in Python and commonly used libraries such as NumPy, Pandas, Scikit-learn, TensorFlow, or PyTorch.
- Strong knowledge of SQL and experience with querying large datasets.
- Experience with MPP technologies Spark, Flink, Ray, Dask.
- Strong critical thinking and analytical skills.
- At least a Master’s degree in Computer Science, Math, Physics, Engineering, Statistics or other technical field.
Bonus Skills:
- Experience in a similar role.
- Experience as a backend engineer or DevOps engineer.
Excerpt
As a Machine Learning Team Leader you will be involved with Data Science projects from the preparation stage until production and beyond. You’ll be in close coordination with stakeholders and play a major role in driving the business by managing the production models and lifecycle processes, which are the core of our product.
Top Skills
What We Do
Busy? Let’s stick to the questions.
What?
Elite Programmatic User Acquisition and Retargeting DSP for Mobile Apps
Who?
Bigabid is a technology company led by data scientists and engineers devoted to your app’s success. Our robust, sophisticated machine learning platforms are a culmination of that devotion.
How?
Bigabid’s proprietary Gen 2 DSP optimizes performance by intelligently analyzing data in real-time to target audiences at the onset of peak potential to ensure the highest possible LTV. With enhanced contextual data, our deep categories technology is the only platform that delineates 1000+ app categories, versus the few dozen other platforms use, to eliminate unfit audiences and precisely target maximum value users now and post-IDFA.
Why?
Beyond our technologies, Bigabid ensures our partners achieve their growth goals by offering full transparency every step of the way. Besides a great ROAS, we understand scalable growth demands constant enhancements across your ecosystem. From a deep understanding of in-app to cross-app audience behavior, Bigabid offers actionable insights and solutions throughout our partnership to help increase engagement and enrich your products.
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