Senior Manager, AI/Machine Learning Data Engineer
Jobbeschreibung
Schweiz
CSL
03.05.2024
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The OpportunityReporting into the Head of AI Platforms, the ML/ Gen AI
Lead will manage all the processes from data collection, cleaning, and
preprocessing, to training models and deploying them to production for
the enterprise AI platforms.The RoleCollaborate with project teams to
ensure that ML/ Gen AI solutions align with business requirements and
data governance standards.Recommend new artificial intelligence and
machine learning technologies to improve the effectiveness of our data
infrastructure.Verify data quality, and/or ensuring it via data
cleaning including supervising the data acquisition process if more
data is needed to train model for production.Ensure validation
strategies are implemented with the understanding of an emerging AI
ethics framework.Define the preprocessing or feature engineering to be
done on a given dataset, defining data augmentation pipelines.Train
models and tuning their hyperparameters, analyzing the errors of the
model and designing strategies for continuous improvement
pipeline.Develop machine learning (ML) or Gen AI models with knowledge
of commercial and open source LLMs.Work with big data and perform
statistical analysis of data.Implement deep learning frameworks (e.g.,
TensorFlow, PyTorch, and Keras)Deploy AI models at scale and serve
enterprise-level projects.Understand business objectives and develop
models that help to achieve them, along with metrics to track their
progress.Your Skills and ExperienceMinimum Bachelor's degree or
equivalent required.4+years of experience in machine learning and
artificial intelligence, with a focus on developing and implementing
ML and AI solutions.Understanding of machine learning and artificial
intelligence algorithms, techniques, and best practices.Proficiency in
at least one programming language (e.g., Python, R, MATLAB) is a must
when working with AI.Work with legacy code in SAS, R, SQL, Python a
plus.Experience with cloud computing platforms (e.g., Amazon Web
Services, Microsoft Azure, and Google Cloud Platform)Salary RangeThe
expected base salary range for this position at hiring is $135,000 -
$190,000. Please note this salary range reflects the minimum and
maximum base pay that CSL expects to pay for this position at the
listed location as of the time of this posting. Individual base salary
for a successful candidate is determined by qualifications, skill
level, experience, competencies and other relevant factors. In
addition to base salary, total compensation for this role may also
include incentive compensation and equity.About CSL ViforCSL Vifor
aims to become the global leader in iron deficiency and nephrology.The
company is a partner of choice for pharmaceuticals and innovative
patient-focused solutions across iron, dialysis, nephrology and rare
conditions. CSL Vifor strives to help patients around the world with
severe, chronic and rare diseases lead better, healthier lives. It
specializes in strategic global partnering, in-licensing and
developing, manufacturing and marketing pharmaceutical products for
precision patient care.For more information, please visit
viforpharma.comWe want CSL to reflect the world around usAs a global
organization with employees in 35+ countries, CSL embraces diversity
and inclusion. Learn more about Diversity & Inclusion at CSL.Do work
that matters at CSL Vifor!SummaryLocation: Americas, US, Remote, CSL
Behring; EMEA, UK, Remote, CSL Behring; EMEA, CH, Remote, CSL
BehringType: Full time
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