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AI and Machine Learning Solutions Architect

AI and Machine Learning Solutions Architect

MathCoBengaluru, Republic Of India, IN
16 days ago
Job description

TheMathCompany or MathCo® is a global Enterprise AI and Analytics company trusted for data-driven decision-making by leading Fortune 500 and Global 2000 enterprises. Founded in 2016, MathCo builds custom AI and advanced analytics solutions focused on enterprise problem-solving through its innovative hybrid model. NucliOS, MathCo’s proprietary platform with pre-built workflows and reusable plug-and-play modules, enables the vision of connected intelligence at a lower TCO.

For our employees, we foster an open, transparent, and collaborative culture with no barriers, making MathCo a great place to work. We provide exciting growth opportunities, value capabilities, and attitude over experience, enabling the Mathemagicians to ‘Leave a Mark’.

Job Responsibilities

As Sr 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.

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-à-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

    Being a Mathemagician company growth.

  • Ability to solution critical business problems into its component parts and match each such part with an appropriate technical approach.
  • Understand & embody MathCo’s culture and way of working.
  • Demonstrate an ownership mindset to drive results, striving for excellence.
  • Engage actively and contribute to initiatives
  • Support diversity and understand different perspectives.
  • Preferred Educational Qualifications

  • A bachelor’s degree in engineering, statistics, mathematics, computer science or another technical field.
  • For those with a bachelor’s degree in non-technical fields, relevant prior work experience, technical aptitude, and coursework in data science from institutions of repute will be important.
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