工作職責(zé)
Support?of?business?and?innovation?projects?in?the?
?areas?of?Radiology.
To?generate?insights?for?Bayer?Business?functions?
?Contribute?to?the?development?of?complex?analytical?models?to?identify?
?trends?and?pattern,?in?order?
Determine?functional?and?technical?requirement?
?specifications?in?close?alignment?with?Business?Needs?
Perform?complex?simulation,?modelling?and?machine?
?learning?research?integrating?multi-layered?data?models?from?internal?and?
?external?sources
Participate?in?the?Design,?Development?and?
?Implementation?of?analytical?solution?architectures
Assists?in?interdisciplinary?analytical?projects?
?including?management?of?heterogeneous?resources?
Build?up?and?continuously?update?relevant?business?
?knowledge?and?(at?least?in?one?relevant?functional?area)?to?contribute?to?
?the?development?of?new?innovative?analytical?solutions
Contribute?to?the?development?of?innovative?technical?
?solutions?and?methodologies?to?analyze?external?data?(structured?and?
?unstructured?data)
任職要求
PhD.?in?computer?vision,?machine?learning,?applied?
?mathematics,?computer?science,?with?strong?applied?side
2+?years?industry?experience?or?strong?academic?records?
?leading?the?delivery?of?ground?breaking?machine?learning?projects.
Expert?level?knowledge?in?at?least?one?of?the?following?
?area:?Bayesian?deep?learning,?Probabilistic?Graphical?Network,?Gaussian?
?processes,?MCMC?and/or?Deep?Learning?(RNN,?GAN...)
Very?good?coding?knowledge?in?Python?and/or?R
Proficiency?with?machine?learning?and?deep?learning?frameworks?
?such?as?TensorFlow/PyTorch.
Business?analyst?skills?and?experience?interacting?with?
?very?diverse?customers?is?required?
Experienced?in?presentation?of?results?and?outlining?of?
?solutions?to?the?Business.
Ability?to?work?in?an?interdisciplinary?and?agile?
?environment
Fluent?in?English?both?written?and?spoken
You?are?somebody?passionate?about?using?statistical?and?
?mathematical?tools?to?make?the?world?a?better?and?more?efficient?place.?
?You?are?interested?in?joining?a?young?and?energetic?team?of?data?scientists?
?working?across?discipline?from?automatized?factory?predictive?analytics?to?
?oncology?to?satellite?image?analysis.?You?describe?yourself?as?hands-on,?
?able?to?code?and?to?analyze?data.?You?are?able?to?present?your?results?and?
?outline?potential?solutions?for?deployment?to?the?business
Your?profile:?You?are?somebody?that?read?and?practice?
?the?techniques?from?books?such?as?"Pattern?Recognition?and?Machine?
?Learning"?from?Bishop;?"The?elements?of?Statistical?
?Learning"?from?Hastie/Tibshirani/Friedman;