Newark, NJ, 07188, USA
2 days ago
Senior Machine Learning Engineer
Job Description We are seeking a highly skilled and experienced Machine Learning Engineer to join our dynamic team. This role requires strong expertise in traditional machine learning techniques, along with a deep understanding of the unique challenges posed by Generative AI (GenAI). The ideal candidate will serve as a critical link between the theoretical potential of GenAI models and their practical deployment in real-world production environments. Were looking for someone who can ensure our GenAI solutions are innovative, reliable, scalable, secure, and cost-effective. Collaboration is key in this role, as the candidate will work closely with data scientists and cross-functional teamsstrong communication and teamwork skills are essential. We are a company committed to creating inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity employer that believes everyone matters. Qualified candidates will receive consideration for employment opportunities without regard to race, religion, sex, age, marital status, national origin, sexual orientation, citizenship status, disability, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to Human Resources Request Form (https://airtable.com/app21VjYyxLDIX0ez/shrOg4IQS1J6dRiMo) . The EEOC "Know Your Rights" Poster is available here (https://www.eeoc.gov/sites/default/files/2023-06/22-088\_EEOC\_KnowYourRights6.12ScreenRdr.pdf) . To learn more about how we collect, keep, and process your private information, please review Insight Global's Workforce Privacy Policy: https://insightglobal.com/workforce-privacy-policy/ . Skills and Requirements - Bachelors degree in Computer Science, Engineering, Data Science, or related field - 5+ years as a Machine Learning Engineer with production deployment experience - Proficient in Python programming - Strong experience with AWS (SageMaker, Studio, Bedrock) - Skilled in Docker, Kubernetes, Terraform, and CloudFormation - Deep understanding of LLMs (LangChain, OpenAI preferred) - Experience with CI/CD pipelines (GitHub Actions) - Familiar with GenAI techniques like RAG, hallucination monitoring, and human-in-the-loop systems - Proven ability to deploy, monitor, and maintain GenAI models in production - Able to build and manage data pipelines and storage for model operations - Knowledge of secure coding, authentication, authorization, and monitoring systems Experience with cost optimization strategies for GenAI deployments Master's degree in computer science/ engineering, data science or related field null We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal employment opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment without regard to race, color, ethnicity, religion,sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military oruniformed service member status, or any other status or characteristic protected by applicable laws, regulations, andordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to HR@insightglobal.com.
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