Senior Data Scientist
at Carsome
1 - 6 yrs
₹10L - ₹30L / yr
Remote, Kuala Lumpur
Skills
Data Science
Machine Learning (ML)
PythonSQL
Problem solving
Analytical Skills
Tableau
Algorithms
Amazon Web Services (AWS)Carsome’s Data Department is on the lookout for a Data Scientist/Senior Data Scientist who has a strong passion in building data powered products.
Data Science function under the Data Department has a responsibility for standardisation of methods, mentoring team of data science resources/interns, including code libraries and documentation, quality assurance of outputs, modeling techniques and statistics, leveraging a variety of technologies, open-source languages, and cloud computing platform.
You will get to lead & implement projects such as price optimization/prediction, enabling iconic personalization experiences for our customer, inventory optimization etc.
Job Descriptions
- Identifying and integrating datasets that can be leveraged through our product and work closely with data engineering team to develop data products.
- Execute analytical experiments methodically to help solve various problems and make a true impact across functions such as operations, finance, logistics, marketing.
- Identify, prioritize, and design testing opportunities that will inform algorithm enhancements.
- Devise and utilize algorithms and models to mine big data stores, perform data and error analysis to improve models and clean and validate data for uniformity and accuracy.
- Unlock insights by analyzing large amounts of complex website traffic and transactional data.
- Implement analytical models into production by collaborating with data analytics engineers.
Technical Requirements
- Expertise in model design, training, evaluation, and implementation ML Algorithm expertise K-nearest neighbors, Random Forests, Naive Bayes, Regression Models. PyTorch, TensorFlow, Keras, deep learning expertise, tSNE, gradient boosting expertise, regression implementation expertise, Python, Pyspark, SQL, R, AWS Sagemaker /personalize etc.
- Machine Learning / Data Science Certification
Experience & Education
- Bachelor’s in Engineering / Master’s in Data Science / Postgraduate Certificate in Data Science.
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Companies hiring on Cutshort
About Carsome
Founded :
2015
Type :
Product
Size :
1000-5000
Stage :
Raised funding
About
Carsome is Southeast Asia’s largest integrated car e-commerce platform. With presence across Malaysia, Indonesia, Thailand and Singapore, it aims to digitalize the region’s used car industry by reshaping and elevating the car buying and selling experiences with complete peace-of-mind.
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Company social profiles
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Mail updated resume with salary detil-
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The role of the content marketing associate is primarily to act as a liaison between our business and our customers & target audience. We are looking for somebody who shares our passion for customer obsession and can provide value to our customers through content.
Are you the one?
You are a communicator first. You love to empower your readers with intriguing information that addresses their core problems. You know the tricks of an excellent writer who can grasp readers' attention, engage and entertain through content, consequently building a community.
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What will you do?
------------------------
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-----------------------------
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------------------------
Solve problems in speech and NLP domain using advanced Deep learning and Machine Learning techniques. Few examples of the problems are -
* Limited resource Speaker Diarization on mono-channel recordings in noisy environment.
* Speech Enhancement to improve accuracy of downstream speech analytics tasks.
* Automated Speech Recognition for accent heavy audio with a noisy background.
* Speech analytic tasks, which include: emotions, empathy, keyword extraction.
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A typical day at work
-----------------------------
You will work closely with the product team to own a business problem. You will then model the business problem into a Machine Learning problem. Next you will do literature review to identify approaches to solve the problem. Test these approaches, identify the best approach, add your own insights to improve the performance and ship that to production!
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---------------------------------
* Solid understanding of Classical Machine Learning and Deep Learning concepts and algorithms.
* Experience with literature review either in academia or industry.
* Proficiency in at least one programming language such as Python, C, C++, Java, etc.
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--------------------------
* You’ll learn insanely fast here.
* Esops and competitive compensation.
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Read more
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Subodh Popalwar
Software Engineer, MemorresFor 2 years, I had trouble finding a company with good work culture and a role that will help me grow in my career. Soon after I started using Cutshort, I had access to information about the work culture, compensation and what each company was clearly offering.
Companies hiring on Cutshort