APCO
APCO is a global advisory and advocacy firm helping clients navigate a complex world and create lasting impact. As trusted and strategic advisers, consultants and creators to some of the world’s leading corporations, foundations and governments, we discover and foster valuable connections, insights and solutions that drive our clients’ missions and objectives forward.
Public Affairs • Corporate Communication • Executive & Board Communication • Opinion Research • Digital
Staff Machine Learning Engineer
February 11
APCO
APCO is a global advisory and advocacy firm helping clients navigate a complex world and create lasting impact. As trusted and strategic advisers, consultants and creators to some of the world’s leading corporations, foundations and governments, we discover and foster valuable connections, insights and solutions that drive our clients’ missions and objectives forward.
Public Affairs • Corporate Communication • Executive & Board Communication • Opinion Research • Digital
📋 Description
• Work with smart data scientists and machine learning engineers. • Improve and extend CAPE’s core product offering. • Lead development and deployment of complex models. • Contribute to product research and assess feasibility of ML solutions.
🎯 Requirements
• PhD in a STEM field with 3 years of hands-on industry experience, or a Master’s degree in a STEM field with 7+ years of hands-on industry experience • Expert written and verbal communication skills, with the ability to understand and articulate business requirements and objectives to both technical and non-technical stakeholders • Advanced expertise of statistical techniques, including hypothesis testing, statistical sampling, significance testing, statistical inference, maximum likelihood estimation, and experimental design, among others • Advanced expertise of supervised and unsupervised algorithms and their implementations, machine learning concepts including regularization, learning curves, optimizing hyperparameters, cross-validation, among others • Advanced expertise with deep learning for computer vision • Advanced expertise in Python programming or other scripting languages including relevant libraries like numpy, pandas, SciPy, matplotlib • Advanced expertise of tools in the modern ML stack such as Spark, Jupyter, Docker, Git and cloud computing on AWS or GCP • Advanced expertise in building data tools for ETL, extracting data from SQL and NoSQL databases, and data analysis • Advanced expertise in building meaningful data visualizations • Experience with GIS systems is preferred • Experience in mentoring junior team members and leading projects • Ability to travel 1-2 times annually for company/team events
🏖️ Benefits
• unlimited PTO • company outings • remote work capabilities • stock options • bonus opportunities • variable incentive pay (commissions) • top-notch insurance options
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