Data Scientist Expert

3 weeks ago

Chennai, Tamil Nadu, India Ciklum Full time

About the Role:

We are seeking a highly skilled Data Scientist Expert to join our team at Ciklum. As a Data Scientist Expert, you will be part of a cross-functional development team engineering experiences of tomorrow.

Responsibilities:

  • Develop prototype solutions, mathematical models, algorithms, machine learning techniques, and robust analytics to support analytic insights and visualization of complex data sets.
  • Work on exploratory data analysis to navigate a dataset and come out with broad conclusions based on initial appraisals.
  • Provide optimization recommendations that drive KPIs established by product, marketing, operations, PR teams, and others.
  • Interact with engineering teams and ensure that solutions meet customer requirements in terms of functionality, performance, availability, scalability, and reliability.
  • Work directly with business analysts and data engineers to understand and support their use cases.
  • Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
  • Drive innovation by exploring new experimentation methods and statistical techniques that could sharpen or speed up our product decision-making processes.
  • Cross-train other team members on technologies being developed, while also continuously learning new technologies from other team members.
  • Create educational programs for both experienced Data Scientists and other departments to increase data handling mastery.
  • Contribute to the Unit activities and community building, participate in conferences, and provide excellence in exercise and best practices.
  • Support marketing & sales activities, customer meetings, and digital services through direct support for sales opportunities & providing thought leadership & content creation for the service.

Requirements:

  • 8+ years of experience in Data Science solution development with a proven track record of leveraging analytics to drive significant business impact.
  • Master's degree in Mathematics, Statistics, Computer Science, Operations Research, Econometrics, or related field.
  • Probability Theory & Statistics knowledge and intuition as well as understanding of Mathematics behind the Machine Learning.
  • Proven ability to relate and solve business problems through designed-from-scratch machine learning and statistics solutions.
  • Solid practice with CRISP-ML(Q) / TDSP methodology for solving commercial problems.
  • 6+ years of experience applying various machine learning techniques: regression, classification, clustering, dimensional reduction, time series prediction, and/or outlier detection, recommendation systems.
  • Understanding of advantages and drawbacks of machine learning algorithms as well as their usage constraints including performance.
  • 6+ years of experience in Python development of machine learning solutions and statistical analysis: Pandas, SciPy, Scikit-learn, XGBoost, LightGBM, and/or statsmodels, imbalanced-learn libraries.
  • 2+ years of experience in Deep Learning solution development with Tensorflow or Pytorch libraries.
  • Experience diving into data to consider hidden patterns and conducting error analysis.
  • 2+ years experience of data visualization: Power BI, Tableau, and/or Python libraries like matplotlib and Seaborn.
  • Experience with SQL for data processing, data manipulation, sampling, reporting.
  • 5+ years experience creating/maintaining OOP Machine Learning solutions.
  • 3+ years of experience with MLOps: integration of reliable Machine Learning Pipelines in Production, Docker, containerization, orchestration.
  • 4+ years of experience with Clouds (AWS, Azure, GCP) and Clouds AI And ML Services(. Amazon Sage Maker, Azure ML).
  • Data Science / Machine Learning certifications, or research experience with papers being published.
  • Excellent time and project management skills, with the ability to manage detailed work and communicate project status effectively to all levels.
  • Knowledge and experience of LLM / Generative AI development.

Desirable:

  • PhD degree in Mathematics, Applied Mathematics, Statistics, Econometrics, Operational Research.
  • Prizes in Kaggle competitions.
  • Advanced SQL knowledge with MS SQL/ PostgreSQL experience.
  • Experience with Kubernetes.
  • Experience with Databricks, Snowflake platforms.
  • 1+ year of BigData experience, . Hadoop / Spark.
  • Experience with No-SQL, . columnar/graph databases.

What's in it for you:

  • Care: your mental and physical health is our priority. We ensure comprehensive company-paid medical insurance, as well as financial and legal consultation.
  • Tailored education path: boost your skills and knowledge with our regular internal events (meetups, conferences, workshops), Udemy licence, language courses and company-paid certifications.
  • Growth environment: share your experience and level up your expertise with a community of skilled professionals, locally and globally.
  • Flexibility: hybrid work mode at Chennai or Pune.
  • Opportunities: we value our specialists and always find the best options for them. Our Resourcing Team helps change a project if needed to help you grow, excel professionally and fulfil your potential.
  • Global impact: work on large-scale projects that redefine industries with international and fast-growing clients.
  • Welcoming environment: feel empowered with a friendly team, open-door policy, informal atmosphere within the company and regular team-building events.

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