ApTask
ML Engineer
ApTask, San Antonio, Texas, United States, 78208
About Client:
The Client is a leading global IT services and consulting company, providing a wide range of services to clients in various industries, including banking, financial services, retail, manufacturing, healthcare, and more. It is one of the largest employers in the IT industry and has a vast and diverse workforce. The company places a strong emphasis on employee training and development. Client is known for its commitment to innovation and invests in research and development to stay at the forefront of technological advancements.
It offers a comprehensive set of services, including:
IT Services: Application development, maintenance, and testing.
Consulting: Business consulting, IT strategy, and digital transformation.
Business Process Outsourcing (BPO): Outsourcing of business processes to improve efficiency.
Enterprise Solutions: Implementation and support of enterprise-level software solutions. Digital Services: Services related to digital technologies, such as analytics, cloud, and IoT.
Salary Range: $110K-$140K/Annum
Job Description: Client Infrastructure Development: Design and develop the Client infrastructure, including data ingestion, storage, and management systems. Implement and maintain version control systems for Client models and datasets. Develop and deploy automated Client workflows using tools such as TensorFlow, PyTorch, or Scikit-learn. Model Deployment:
Collaborate with data scientists to develop and deploy Client models into production environments. Ensure the smooth operation of deployed models by monitoring performance and identifying potential issues. Implement model serving infrastructure using tools such as TensorFlow Serving or Hugging Face Transformers. Data Management:
Develop and maintain data ingestion, storage, and management systems for Client workflows. Ensure the quality and integrity of data used in Client models by implementing data validation and cleaning processes. Implement data security measures to protect sensitive data. Monitoring and Optimization:
Develop and maintain monitoring and logging systems for Client workflows. Identify potential issues with deployed Client models and work with data scientists to resolve them. Implement optimization techniques to improve the performance of Client models in production. Collaboration and Communication:
Work closely with cross-functional teams, including data scientists, software engineers, and DevOps engineers. Develop and maintain documentation for Client infrastructure and workflows. Present findings and recommendations to stakeholders through clear and effective communication.
About ApTask: ApTask is a leading global provider of workforce solutions and talent acquisition services, dedicated to shaping the future of work. As an African American-owned and Veteran-certified company, ApTask offers a comprehensive suite of services, including staffing and recruitment solutions, managed services, IT consulting, and project management. With a focus on excellence, collaboration, and innovation, ApTask provides unparalleled opportunities for professional growth and development. As a member of the ApTask team, you will have the chance to connect businesses with top-tier professionals, optimize workforce performance, and drive success across diverse industries. Join us at ApTask and be part of our mission to empower organizations to thrive while fostering a diverse and inclusive work environment.
Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government issued ID during each interview.
Candidate Data Collection Disclaimer: At ApTask, we prioritize safeguarding your privacy. As part of our recruitment process, certain Personally Identifiable Information (PII) may be requested by our clients for verification and application purposes. Rest assured, we strictly adhere to confidentiality standards and comply with all relevant data protection laws. Please note that we only collect the necessary information as specified by each client and do not request sensitive details during the initial stages of recruitment.
If you have any concerns or queries about your personal information, please feel free to contact our compliance team at businessexcellence@aptask.com
Salary Range: $110K-$140K/Annum
Job Description: Client Infrastructure Development: Design and develop the Client infrastructure, including data ingestion, storage, and management systems. Implement and maintain version control systems for Client models and datasets. Develop and deploy automated Client workflows using tools such as TensorFlow, PyTorch, or Scikit-learn. Model Deployment:
Collaborate with data scientists to develop and deploy Client models into production environments. Ensure the smooth operation of deployed models by monitoring performance and identifying potential issues. Implement model serving infrastructure using tools such as TensorFlow Serving or Hugging Face Transformers. Data Management:
Develop and maintain data ingestion, storage, and management systems for Client workflows. Ensure the quality and integrity of data used in Client models by implementing data validation and cleaning processes. Implement data security measures to protect sensitive data. Monitoring and Optimization:
Develop and maintain monitoring and logging systems for Client workflows. Identify potential issues with deployed Client models and work with data scientists to resolve them. Implement optimization techniques to improve the performance of Client models in production. Collaboration and Communication:
Work closely with cross-functional teams, including data scientists, software engineers, and DevOps engineers. Develop and maintain documentation for Client infrastructure and workflows. Present findings and recommendations to stakeholders through clear and effective communication.
About ApTask: ApTask is a leading global provider of workforce solutions and talent acquisition services, dedicated to shaping the future of work. As an African American-owned and Veteran-certified company, ApTask offers a comprehensive suite of services, including staffing and recruitment solutions, managed services, IT consulting, and project management. With a focus on excellence, collaboration, and innovation, ApTask provides unparalleled opportunities for professional growth and development. As a member of the ApTask team, you will have the chance to connect businesses with top-tier professionals, optimize workforce performance, and drive success across diverse industries. Join us at ApTask and be part of our mission to empower organizations to thrive while fostering a diverse and inclusive work environment.
Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government issued ID during each interview.
Candidate Data Collection Disclaimer: At ApTask, we prioritize safeguarding your privacy. As part of our recruitment process, certain Personally Identifiable Information (PII) may be requested by our clients for verification and application purposes. Rest assured, we strictly adhere to confidentiality standards and comply with all relevant data protection laws. Please note that we only collect the necessary information as specified by each client and do not request sensitive details during the initial stages of recruitment.
If you have any concerns or queries about your personal information, please feel free to contact our compliance team at businessexcellence@aptask.com