Machine Learning Engineer II
Poland, Remote 职位编号 R0000034452 类别 IT关于这个职位
Parexel is in the business of improving the world’s health. We do this by providing a suite of biopharmaceutical services that help clients across the globe transform scientific discoveries into new treatments. We believe in our values, Patients First, Quality, Respect, Empowerment & Accountability.
This role will work within ourAI Labs’ department which is an innovative team that will build and deploy leading AI-driven solutions to improve workflows common across both Parexel and the life sciences industry. The team partner and support the business in building best-in-class AI-driven solutions when nothing suitable exists.
This role is to be based in Poland and will be fully home based (you can be located anywhere in Poland). You will be working in an innovative and collaborative environment with international peers, colleagues and a supportive manager.
As the Machine Learning (ML) Engineer II you will possess a strong foundation in core ML principles, encompassing model training, evaluation, and deep learning concepts, with the ability to execute proofs of concept and contribute to architectural decisions. You will actively participate in team discussions, staying current with ML developments and offering insights that drive project-level decisions and team learnings. You will demonstrate problem-solving skills, take on responsibilities within projects, and contribute to the team's learning culture by producing educational content and participating in presentations or training sessions.
Key Accountabilities:
Training Machine Learning models
Processing and understanding large datasets
Optimizing ML algorithms for performance and scalability
Integrating ML models into existing software applications
Collaborating with data scientists, business analysts, and software engineers
Staying up to date with the latest ML technologies and best practices
Following software engineering best practices
Education:
Educated to Master’s or PhD level in engineering or computer science with a focus on Machine Learning (and NLP) or other equivalentqualification/experience.
Skills:
- Strong CS fundamentals including data structures, algorithms, and distributed systems .
- Advanced Python experience .
- Machine Learning, Natural Language Processing (NLP), Deep Learning, (building and deploying NLP systems).
- Theoretical and practical proficiency in probability, statistical NLP algorithms, and modern ML technologies, including: transformers, graphical models, information retrieval techniques, LLMs, time series models, Reinforcement Learning, etc.
- Excellent interpersonal, verbal and written communication skills .
- A flexible attitude with respect to work assignments and new learning .
- Ability to manage multiple and varied tasks with enthusiasm and prioritize workload with attention to detail.
- Willingness to work in a team environment and to value the importance of teamwork.Willingness to work in a matrix environment with a variety of nontechnical stakeholders and technical collaborators.
Knowledge and Experience:
Intermediate level NLP Engineer or Machine Learning Engineer experience working in a commercial environment is essential.
Advanced level experience with the following tools: Git, Github, scientific computing packages (pytorch, numpy, tensorflow), AWS or Azure cloud platforms, JIRA, Confluence, Docker.
High level expertise in the use of Python is essential.
Experience producing high quality code in a shared context
Up to date with state of the art in Machine Learning (and NLP techniques/models).
Experience conducting and publishing research in Machine Learning/AI(NLP)preferred.
Good experience building small/medium ML projects .
In return we will be able to offer you a structured career pathway and encouragement to develop within the role including awareness and understanding of the industry. You will be well supported and for your hard work you will be rewarded with a competitive base salary and a benefits package including holiday, private healthcare as well as other benefits that you would expect with a top company in the CRO Industry.
Apply today to begin your Parexel journey!
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