Parexel
Senior ML Engineer - Language Applications
Parexel, Durham, North Carolina, United States, 27703
Parexel is looking for changemakers who are driven by curiosity, passion, and optimism. Come join us in keeping the Patient at the Heart of Everything We do.Job Title
Senior Machine Learning Engineer – Knowledge GraphJob Introduction
At Parexel, we are a leading Clinical Research Organization company specializing in delivering life-changing medicines to patients. We are seeking a
Senior ML Engineer
to join our team. As a Senior ML Engineer, you will play a critical role in designing, developing, and maintaining our cutting-edge machine learning platforms. Your expertise will contribute to the success of our projects and help us drive innovation.Who We Are Looking For
Innovative individuals with proven experience working as a ML Engineer or in a similar role. Who are passionate and knowledgeable of NLP/machine learning engineering principles and methodologies and exhibit proficiency in design, integration, testing and troubleshooting. That possess excellent problem-solving and analytical skills while demonstrating impeccable communication skills.What You’ll Do
Utilize ML models in combination with Knowledge Graph or other Knowledge Solutions according to business and functional requirements.Serve as a technical point of contact for enterprise-wide technologies solutions.Lead complex troubleshooting efforts and root cause analysis.Collaborate with clients and informatics departments to deploy scalable and easy-to-maintain solutions.Partner with the Data Scientists and cross functional teams to solve complex problems and create unique solutions by using modern NLP technologies including LLMs.Help deploy various technology stacks and tune them for better performance.Document and communicate the design and implementation details.Technical Tools
Python, Git, Github, scientific computing packages (pytorch, numpy, tensorflow), AWS S3, AWS EC2, JIRA, Confluence, Docker, AWS, Sagemaker, Vertex AI, Kubeflow, Azure / GCP, and Tableau are required. 3+ years’ experience with LLM agents including tools using reasoning, for instance, the combination of RAG solution and code interpreter; LLM fine tuning; building data pipelines and deployment pipelines for LLM applications and proven scripting and automation skills are required. Knowledge Graph, Knowledge Base, SPARQL, Ontology and/or Semantic Web experience required. Bachelor’s degree in Computer Science/Engineering or equivalent work experience in information technology environment (networking, infrastructure, database, engineering) or other relevant qualification/experience is required.Why Join Us
Opportunity to work on innovative projects at the forefront of the industry.Collaborative and inclusive work environment that values your expertise.Professional advancement and development opportunities.Work life balance and flexible working hours.Parexel US Benefits
Health, Vision & Dental InsuranceTuition ReimbursementVacation/Holiday/Sick TimeFlexible Spending & Health Savings AccountsWork/Life Balance401(k) with Company matchPet InsuranceFull list of benefits available here:
https://www.parexel.com/us-benefitsAbout Parexel International
At Parexel we embrace flexibility and understand that in today’s fast-paced world, employees need to balance their careers with their personal lives. Come join us where learning is constant, you’re exposed to a world of experiences and open doors. Each of us, no matter what we do at Parexel, contributes to the development of a therapy that ultimately will benefit a patient. We take our work personally, we do it with empathy, and we're committed to making a difference.If this job does not sound like the next step in your career, but perhaps you know of someone who’d be a perfect fit, please share the job posting link to apply!
#J-18808-Ljbffr
Senior Machine Learning Engineer – Knowledge GraphJob Introduction
At Parexel, we are a leading Clinical Research Organization company specializing in delivering life-changing medicines to patients. We are seeking a
Senior ML Engineer
to join our team. As a Senior ML Engineer, you will play a critical role in designing, developing, and maintaining our cutting-edge machine learning platforms. Your expertise will contribute to the success of our projects and help us drive innovation.Who We Are Looking For
Innovative individuals with proven experience working as a ML Engineer or in a similar role. Who are passionate and knowledgeable of NLP/machine learning engineering principles and methodologies and exhibit proficiency in design, integration, testing and troubleshooting. That possess excellent problem-solving and analytical skills while demonstrating impeccable communication skills.What You’ll Do
Utilize ML models in combination with Knowledge Graph or other Knowledge Solutions according to business and functional requirements.Serve as a technical point of contact for enterprise-wide technologies solutions.Lead complex troubleshooting efforts and root cause analysis.Collaborate with clients and informatics departments to deploy scalable and easy-to-maintain solutions.Partner with the Data Scientists and cross functional teams to solve complex problems and create unique solutions by using modern NLP technologies including LLMs.Help deploy various technology stacks and tune them for better performance.Document and communicate the design and implementation details.Technical Tools
Python, Git, Github, scientific computing packages (pytorch, numpy, tensorflow), AWS S3, AWS EC2, JIRA, Confluence, Docker, AWS, Sagemaker, Vertex AI, Kubeflow, Azure / GCP, and Tableau are required. 3+ years’ experience with LLM agents including tools using reasoning, for instance, the combination of RAG solution and code interpreter; LLM fine tuning; building data pipelines and deployment pipelines for LLM applications and proven scripting and automation skills are required. Knowledge Graph, Knowledge Base, SPARQL, Ontology and/or Semantic Web experience required. Bachelor’s degree in Computer Science/Engineering or equivalent work experience in information technology environment (networking, infrastructure, database, engineering) or other relevant qualification/experience is required.Why Join Us
Opportunity to work on innovative projects at the forefront of the industry.Collaborative and inclusive work environment that values your expertise.Professional advancement and development opportunities.Work life balance and flexible working hours.Parexel US Benefits
Health, Vision & Dental InsuranceTuition ReimbursementVacation/Holiday/Sick TimeFlexible Spending & Health Savings AccountsWork/Life Balance401(k) with Company matchPet InsuranceFull list of benefits available here:
https://www.parexel.com/us-benefitsAbout Parexel International
At Parexel we embrace flexibility and understand that in today’s fast-paced world, employees need to balance their careers with their personal lives. Come join us where learning is constant, you’re exposed to a world of experiences and open doors. Each of us, no matter what we do at Parexel, contributes to the development of a therapy that ultimately will benefit a patient. We take our work personally, we do it with empathy, and we're committed to making a difference.If this job does not sound like the next step in your career, but perhaps you know of someone who’d be a perfect fit, please share the job posting link to apply!
#J-18808-Ljbffr