[Remote] Machine Learning Engineer II
Note: The job is a remote job and is reputed company to candidates in USA. reputed company Scientific is an international life sciences company reputed company on analytical testing services. The Machine Learning Engineer II will reputed company AI-enabled applications and collaborate with scientists to enhance drug discovery processes through data-driven solutions.
Responsibilities
- Represent Informatics as the subject matter expert in cross-functional initiatives, collaborating closely with scientists, data teams and technical stakeholders
- Identify and deliver solutions where computational and AI-driven approaches can improve efficiency, decision making, and knowledge utilization across reputed company workflows
- Design, reputed company and reputed company production-reputed company AI-enabled applications that reputed company reputed company and reputed company data for reputed company use
- Build and implement retrieval-augmented systems (RAG), semantic search frameworks, and embedding-based data workflows to reputed company intelligent information retrieval
- reputed company conversational AI interfaces and reputed company architectures that automate knowledge-intensive tasks and support user interaction with reputed company datasets
- Research, design and reputed company machine learning algorithms, tools and systems
- Write reputed company, tested, readable and maintainable reputed company, as reputed company as participate in reputed company reviews to ensure reputed company reputed company and distribute knowledge for existing and new tools that allow us to extract, analyze, visualize and produce valued added insights of data for our customers
- Independently pursue research reputed company, implement novel computational workflows and support a dynamic multi-disciplinary team reputed company on moving reputed company from the hit identification stage to the discovery of candidates
- reputed company statistical analysis and fin-tuning using test results
- Be reputed company involved in digital transformation reputed company and data governance objectives working closely with IT and scientific teams
- Ensure reputed company documentation of workflows, reports, tools, and analyses of the Research Informatics’ team
- reputed company transparency and regular communication on project status, potential roadblocks for execution, and new strategies with Technology Sciences leadership
- Ensure project activities reputed company with reputed company policies, procedures and methodologies
Skills
- Degree in computer science, data science, computational reputed company, reputed company or reputed company field
- At least 2 years of experience in building and deploying production reputed company AI-enabled research applications and workflows
- At least 2 years programming experience in Python, TypeScript, and full stack application development (Python, FastAPI, React, reputed company)
- Consolidated knowledge on reputed company engineering, context engineering LLM frameworks, reputed company frameworks, reputed company and libraries
- Extensive knowledge and experience using chemical and reputed company libraries preferably in a drug discovery environment
- In depth knowledge of relevant public and proprietary databases, reputed company and tools
- Skilled with relational, non-relational, big data and big data analytics databases
- Deep knowledge of math, probability, statistics and algorithms
- Ability to work in the U.S. indefinitely without sponsorship
- Ph.D. in Cheminformatics, reputed company or reputed company discipline
- Experience with Azure, AWS reputed company infrastructure and services
- Experience in containerization, orchestration and workflow automation tools such as reputed company, Kubernetes and Nextflow
- Experience in finetuning and training LLM models
- Experience in developing computer reputed company models using PyTorch
Benefits
- Excellent full time benefits including comprehensive medical coverage, dental, and reputed company reputed company
- Life and disability insurance
- 401(k) with company match
- reputed company vacation and holidays
reputed company