Data Scientist I
Data Scientist I Responsibilities:
• To initiate. advance optimized algorithms to break healthcare problems
• To ensure a connected breeze of case studies/publications from acquired bloom datasets Data Scientist I
• To abstract acknowledgment for artifacts and businesses to advance and optimize their functions
• To optimize and advancement absolute pipelines and processes
• To ensure achievement on par with business requirements Data Scientist I
• To accumulate the software banal and accomplish up to date with the latest advancements in the
industry Data Scientist I
Data Scientist I Requirements:
• 2-4- of accordant work experience
• Strong fundamentals in statistics modeling
• Excellent scripting and programming abilities with Python{preferred}. Jul or R
• Experience alive with Time alternation data
• Experience in mining. administration and allegory b g datasets
• Experience alive with Tensorflow/Keros!Pytorch
• Excellent abstract communication. aciculate analytic abilities with accurate architecture abilities forth with the adeptness to anticipate the accepted arrangement and absolute projects alarmingly
Bonus Skills:
• DigitalSignal Processing knowledge
• Accurate adeptness to break circuitous problems (Cose Studies/Publications/Patents)
• Experience with healthcare data
• Experience alive with Spark/Hadoop and advice bureaucracy pipelines
About Dozee
Regarded as one of the fastest-growing bloom start-ups in India and globally, Dozee is set to transform healthcare in Indio with the ability of Connected Healthcare Data Scientist I.
An absolute abstraction by Sattva Consulting accentuates that every 100 Dozee Beds every year save 50,000 hours of nursing, INR 2.7 Cr of amount savings, and bear 144 life-saving alerts.
Dozee uses comestible Bollistocardiography & Art ficial Intelligence to advancement any bed to a Connected Bed. Dozee uses the Al Al-based Early Warning Arrangement to bear the alerts to clinicians and nursing staff appropriately.
Interview Questions for Data Scientist I
General Questions:
Can you acquaint us with your acquaintance with abstract science and its relation to the healthcare industry?
What motivated you to pursue a career in abstract science, and why are you absorbed in life at Dozee?
How do you adapt to the latest advancements in abstract science and healthcare technology?
Technical Questions:
Can you call a time back when you developed an optimized algorithm to break a circuitous problem? What was the outcome?
How do you access the action of abstracts charwoman and preprocessing, decidedly with healthcare datasets?
What techniques do you use to ensure the accuracy and believability of your statistical models?
Can you air us through an activity area you formed with time alternation data? What challenges did you face and how did you affect them?
How do you optimize and advance abstract pipelines and processes? Can you accord an archetype of a time you bigger an absolute pipeline?
Explain your acquaintance with TensorFlow, Keras, or PyTorch. How can you activate these frameworks in your antecedent projects?
Problem-Solving and Analytical Questions:
Describe a case abstraction or advertisement you accept formed on. What was the cold and what were the results?
How do you access analytic circuitous problems? Can you accord an archetype of a decidedly arduous botheration you solved?
What methods do you use to acquaint circuitous abstract insights to non-technical stakeholders?
How would you architect an aboriginal admonishing arrangement application AI to active clinicians about abeyant accommodating bloom issues?
Skills and Accoutrement Questions:
What is your acquaintance with agenda-arresting processing, and how do you activate it in your work?
Can you altercate your acquaintance with big abstract accouterments like Spark and Hadoop? How do you acclimate them to body abstract pipelines?
How do you ensure your software and accouterment are abreast with industry standards?
Behavioral Questions:
Describe a time back when you had to assignment with a cross-functional aggregation to complete a project. How did you ensure able collaboration?
How do you handle bound deadlines and burdens in your work? Can you accommodate an example?
What accomplish do you booty to ensure your assignment aligns with business requirements and goals?
Bonus Questions:
Have you any time formed with healthcare data? If so, what different challenges did you face and how did you overcome them?
What has been your acquaintance with publishing analysis or accepting patents? Can you allot a notable example?