Spokeo is seeking a Senior Machine Learning Engineer to design, develop, and deploy scalable machine learning models to power their products, initially focusing on transitioning their entity resolution system from a rule-based approach to an ML-driven pipeline.
Requirements
- Solid foundation in machine learning algorithms.
- Extensive experience with Python and ML frameworks (e.g., Scikit-learn, XGBoost, SparkML, PyTorch, TensorFlow).
- Experience building end-to-end ML pipelines on cloud platforms (AWS, GCP, Azure), including feature engineering, training, validation, evaluation, and deployment.
- Familiarity with entity resolution or record linkage problems in real-world settings.
- At least 7 years of professional experience in machine learning and data science.
Responsibilities
- Develop, deploy, and maintain end-to-end machine learning pipelines.
- Design, develop, and optimize machine learning models, including data preparation, feature engineering, model training, evaluation, and updates.
- Collaborate cross-functionally with other software engineers, data scientists, and product managers to productionize ML models.
- Stay current with the latest state-of-the-art research and advancements in AI and machine learning (ML).
- Apply innovative techniques as needed.
- Ensure robustness, scalability, and security of deployed machine learning systems.
- Develop pairwise matching models, feature engineering for identity signals, and setting up training and inference workflows at scale.
Other
- Have at least a completed Bachelor’s degree in Mathematics, Electrical Engineering, or Materials Science. Those with more advanced degrees in the mentioned fields are welcome.
- Spokeo offers a bonus program, equity plans, and 401K.
- Once a year, we do a discretionary, merit-based salary increase.
- Additional benefits include 100% medical/dental/vision coverage and unlimited employee PTO.
- A final offer will depend on several factors, including, but not limited to, marketplace competition, job leveling, the candidate’s experience, skills, etc.
- Spokeo is an equal-opportunity employer.
- Applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability, or protected veteran status.
