Senior Data Scientist
- Themathcompany
- 4 - 6 years
- Bengaluru
- 2 months ago
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Job Description
As a Senior Data Scientist, you will apply your expertise in statistics, machine learning, and data analysis to extract valuable insights from structured and unstructured data. You will work closely with cross-functional teams to develop predictive models, improve business processes, and contribute to data-driven decision-making across the organization.
Required Skills (Must have)
Tech:
- Advanced programming knowledge in Python and SQL.
- Advanced knowledge in Probability and Statistics, including hypothesis testing.
- Advanced knowledge in Practical Machine Learning and awareness of the key-pitfalls in the practice of machine learning and approaches to addressing them.
- Advanced knowledge of data visualization technologies like Tableau, and PowerBI, and comfortable using relevant libraries in Python like seaborn and matplotlib.
- Experienced in modern development tools and writing code collaboratively.
- Intermediate knowledge of Cloud technologies and experience in developing data science solutions in one or more cloud platforms.
- Experienced in modern development tools, writing code collaboratively and developing solutions on cloud platforms.
Non Tech :
- Ability to recognize and pursue pragmatic alternatives vis--vis a perfect solution, balancing priorities of time with potential business impact.
- Plan projects, break them down across individual data scientists in the team, track their performance and manage risks.
- Ability to storyboard an entire presentation to a non-technical audience.
- Ability to work independently to develop data science solutions, while also being able to work as part of a team to communicate findings and collaborate on solutions.
- Strong written skills. This is required for submitting technical papers, whitepapers, and developing project documentations.
- Technical leadership and mentorship to the community of data scientists in the organization.
Required Skills (Good to have)
Tech:
- Advanced knowledge in one or more areas besides Machine Learning Operations Research, Natural Language Processing, Deep learning and its applications, Time Series forecasting at scale. Reinforcement Learning, Graph Machine Learning, Explainable Machine learning.
- Advanced understanding of Cloud technologies and experience of deploying applications on cloud.
Non Tech:
- Ability to solution critical business problems into its component parts and match each such part with an appropriate technical approach.
Roles and Responsibilities
As Senior Data Scientist, you will be responsible for a wide range of engagements listed below:
- Formulates complex problems into hypotheses and proofs of concept for testing. Socializes this with the rest of the team and guides them to deliver on it.
- Applies business acumen in analyses to extract meaningful and actionable information.
- Communicates complex ideas and insights effectively to stakeholders with various levels of technical experience.
- Leverages various analytical techniques, appropriate to solving the business problem at hand.
- Performs research for solutions and solves problems efficiently to overcome data analytics challenges.
- Engages in the collection, integration, analysis, and presentation of data for various business contexts
- Understands good software development practices (versioning, peer reviews, refactoring, and pair programming), adapts them to the needs of the team and sets an example for others by following them.
- Creates and maintains technical documentation of the scientific experimentations performed, preferably in the CRISP-DM framework or like.
- Keeps up with the latest trends, technologies, and best practices in the field of Data Science and Engineering. Shares this knowledge with the rest of the data science team.
- Does peer reviews of codes and approaches of fellow members of the data science team.
- Provides mentorship to junior data scientists in the team.
- Looks for improvements in data science delivery processes, actively seeks buy-in on the improvements from peers and managers, implements them in the team and monitors their adoption.
- 4 to 6 years experience is mandatory
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data ScientistEmployement Type: Full timeContact Details:
Company: ThemathcompanyLocation(s): Bengaluru
Keyskills: time series analysis python data analysis natural language processing probability machine learning cloud technologies graph sql reinforcement learning deep learning tableau data science operations research visualization technologies data visualization statistics
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Themathcompany
TheMathCompany is a global data analytics and data engineering firm that partners with Fortune500 and equivalent organizations to enhance their analytics capabilities, using our next-generation, proprietary platform, Co.dx, along with our talent and processes to deliver accelerated and human-centric...
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