Scout Engineering - Senior Machine Learning Developer
Full Job Description
Scout is a SaaS web platform providing a B2B recruitment marketplace for employers and search firms. Our vision is to optimize candidate-to-job matching and improve time-to-hire of the very best candidates for our customers. As a Senior Machine Learning Engineer you will join a collaborative team working to develop innovative artificial intelligence techniques to improve matching of candidates to jobs.
We are seeking a highly skilled Machine Learning Developer with experience in Python to join our team. The successful candidate will be responsible for developing data models, productionizing those models, and deploying and maintaining those production services. The ideal candidate will be able to take a raw dataset and build a new model, deploy that model in a production microservice, and maintain it in production. The candidate should be skilled in machine learning mathematics and data analysis concepts and has experience with tools and techniques to create and train models: NLP, Scikit-Learn, numpy, pandas. Additional experience with LLMs and prompt engineering as well as connecting to external data sources via building AI agents/RAG/langchain is desired.
Scout’s Machine Learning Engineers have a deep understanding of technology, are continuously learning, and will participate in projects at a hands-on level.
We are seeking creative thinkers and leaders, who thrive in a fast-paced environment and have a high level of ownership and responsibility for the success of the team. Scout has a supportive culture that encourages respect, individual growth and continual improvement. This is a fully remote opportunity that offers an exceptional work/life balance. Scout has a well established engineering department that includes teams dedicated to product research & design, technical infrastructure, machine learning, software development, customer support and quality assurance.
Duties/Responsibilities/Primary Function:
• Thinks creatively to research and apply latest AI techniques to a problem space; evaluates effectiveness of solutions.
• Designs data model
• Develop and maintain machine learning and data analysis applications using Python
• Work with large datasets to train and evaluate machine learning models.
• Design and implement APIs and data visualizations to communicate insights to stakeholders.
• Participate in code refactoring and optimization to improve performance and scalability.
• Write unit tests and perform code reviews to ensure high-quality code.
• Participate in code refactoring and optimization to improve performance and scalability.
• Takes ownership of the success of projects; responsible for meeting schedules
• Researches & estimates effort to integrate with third-party services and application components to support projects.
• Coaches team to learn and apply improvements.
• Handle interruptions extremely well, seeks to help others reach project goals
• Stay up-to-date with industry trends and emerging technologies in machine learning and data science.
Required Skills/Abilities/Profile:
• At least 5 years of experience in software development with Python.
• Experience in the Job Recruiter space is a plus.
• Strong understanding of machine learning algorithms, including supervised and unsupervised learning, deep learning, and natural language processing.
• Experience with data analysis and data visualization tools.
• Experience working with large datasets to train and evaluate machine learning models.
• Familiarity with APIs and cloud computing platforms, like AWS, SageMaker, or Bedrock.
• Strong programming skills, including experience with object-oriented programming, asynchronous programming, and testing frameworks.
• Expert problem solving, troubleshooting and debugging skills
• Excellent design & organizational skills
• Excellent communication and collaboration skills, including experience working with cross-functional teams.
• Ability to work independently in a remote environment requiringminimal direction/oversight
• Continual improvement and self-learning
Education and Experience:
• 7+ years of professional experience in software development or machine learning development.
• Bachelor Degree in Computer Science or related field is a plus
Physical Requirements:
• Remote position - must be able to align with Eastern Time Zone work hours.
Why Aquent? We offer…
• Remote first work environment - equipment provided + internet reimbursement
• Work/life balance: we say it, we mean it
• Generous benefits package:medical, vision and dental benefits, generous 401(k), FSA, tuition reimbursement, and more
• An unusually generous and flexible vacation - AKA unlimited PTO
• Free use of our Hawaii and Florida beach houses
• Individualistic approach: we encourage a personal touch to your work; we don't believe in a "one-size-fits-all" approach
• Industry reputation: we are the world's largest creative staffing firm
ABOUT AQUENT
Aquent is the leading global work solutions company helping guide businesses toward the talent, technology, and services they need to excel. From specialty recruiting and talent experience to creative strategy and project management, Aquent is making the future of work better for everyone. Its brands include Aquent Talent, Aquent Studios, Aquent RoboHead, Aquent Scout, Aquent Employer of Record, and Aquent Gymnasium. To learn more, visit aquent.com.
Aquent is an equal opportunity employer. We evaluate qualified applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, and other legally protected characteristics.
If you require reasonable accommodation to complete a job application, pre-employment testing, or a job interview or to otherwise participate in the hiring process, please contact Carolyn Sarante, Director of Employee Relations at csarante@aquent.com.
We are seeking a highly skilled Machine Learning Developer with experience in Python to join our team. The successful candidate will be responsible for developing data models, productionizing those models, and deploying and maintaining those production services. The ideal candidate will be able to take a raw dataset and build a new model, deploy that model in a production microservice, and maintain it in production. The candidate should be skilled in machine learning mathematics and data analysis concepts and has experience with tools and techniques to create and train models: NLP, Scikit-Learn, numpy, pandas. Additional experience with LLMs and prompt engineering as well as connecting to external data sources via building AI agents/RAG/langchain is desired.
Scout’s Machine Learning Engineers have a deep understanding of technology, are continuously learning, and will participate in projects at a hands-on level.
We are seeking creative thinkers and leaders, who thrive in a fast-paced environment and have a high level of ownership and responsibility for the success of the team. Scout has a supportive culture that encourages respect, individual growth and continual improvement. This is a fully remote opportunity that offers an exceptional work/life balance. Scout has a well established engineering department that includes teams dedicated to product research & design, technical infrastructure, machine learning, software development, customer support and quality assurance.
Duties/Responsibilities/Primary Function:
• Thinks creatively to research and apply latest AI techniques to a problem space; evaluates effectiveness of solutions.
• Designs data model
• Develop and maintain machine learning and data analysis applications using Python
• Work with large datasets to train and evaluate machine learning models.
• Design and implement APIs and data visualizations to communicate insights to stakeholders.
• Participate in code refactoring and optimization to improve performance and scalability.
• Write unit tests and perform code reviews to ensure high-quality code.
• Participate in code refactoring and optimization to improve performance and scalability.
• Takes ownership of the success of projects; responsible for meeting schedules
• Researches & estimates effort to integrate with third-party services and application components to support projects.
• Coaches team to learn and apply improvements.
• Handle interruptions extremely well, seeks to help others reach project goals
• Stay up-to-date with industry trends and emerging technologies in machine learning and data science.
Required Skills/Abilities/Profile:
• At least 5 years of experience in software development with Python.
• Experience in the Job Recruiter space is a plus.
• Strong understanding of machine learning algorithms, including supervised and unsupervised learning, deep learning, and natural language processing.
• Experience with data analysis and data visualization tools.
• Experience working with large datasets to train and evaluate machine learning models.
• Familiarity with APIs and cloud computing platforms, like AWS, SageMaker, or Bedrock.
• Strong programming skills, including experience with object-oriented programming, asynchronous programming, and testing frameworks.
• Expert problem solving, troubleshooting and debugging skills
• Excellent design & organizational skills
• Excellent communication and collaboration skills, including experience working with cross-functional teams.
• Ability to work independently in a remote environment requiringminimal direction/oversight
• Continual improvement and self-learning
Education and Experience:
• 7+ years of professional experience in software development or machine learning development.
• Bachelor Degree in Computer Science or related field is a plus
Physical Requirements:
• Remote position - must be able to align with Eastern Time Zone work hours.
Why Aquent? We offer…
• Remote first work environment - equipment provided + internet reimbursement
• Work/life balance: we say it, we mean it
• Generous benefits package:medical, vision and dental benefits, generous 401(k), FSA, tuition reimbursement, and more
• An unusually generous and flexible vacation - AKA unlimited PTO
• Free use of our Hawaii and Florida beach houses
• Individualistic approach: we encourage a personal touch to your work; we don't believe in a "one-size-fits-all" approach
• Industry reputation: we are the world's largest creative staffing firm
ABOUT AQUENT
Aquent is the leading global work solutions company helping guide businesses toward the talent, technology, and services they need to excel. From specialty recruiting and talent experience to creative strategy and project management, Aquent is making the future of work better for everyone. Its brands include Aquent Talent, Aquent Studios, Aquent RoboHead, Aquent Scout, Aquent Employer of Record, and Aquent Gymnasium. To learn more, visit aquent.com.
Aquent is an equal opportunity employer. We evaluate qualified applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, and other legally protected characteristics.
If you require reasonable accommodation to complete a job application, pre-employment testing, or a job interview or to otherwise participate in the hiring process, please contact Carolyn Sarante, Director of Employee Relations at csarante@aquent.com.
Job Information
Job Category:
Engineering
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