Data Scientist
- Minfy
- 5 - 8 years
- Noida, Gurugram
- 1 year ago
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Job Description
- 5+ years of experience in Data Science
- Excellent knowledge and experience of Python and SQL
- Strong interest in exploring all aspects of data and possess the ability to communicate insights effectively, while also concentrating on the technical solutions underlying them.
- Proficient in analysing and modelling big data utilizing statistical, machine learning, and deep learning techniques.
- Expertise in transforming ambiguous questions into impactful experiments, analysis, or models.
- Familiarity with modelling requirements for Customer 360 and Customer Journey.
- Experience with Machine Learning platforms (AWS Sage maker, Databricks), Data Pipelines (Spark, Airflow), CI/CD, GitHub, and visualisation (Power BI/Tableau).
- Have a degree in a quantitative field such as Computer Science/Engineering, Mathematics, Statistics, or Economics, with an advanced degree being desirable.
- Must have worked hand-on in the delivery of 1-2 scale projects.
- Must understand the nuances of Software delivery.
- Must understand and have worked on Data Engineering platforms
Job Responsibilities
- Utilise machine learning and deep learning models to create consumer intelligence, such as Next Best Action, Behaviour Models, and Churn, for customer-centric business teams.
- Write production level test driven code in Python and SQL.
- Analyse large datasets to uncover insights that inform marketing and customer-centric investments.
- Plan and execute experimentation initiatives, ensuring cross-functional alignment, robust analysis, and practical insights.
- Develop data-driven products that provide clear insights and recommendations to non-technical audiences through visualisations and presentations.
- Work collaboratively with product managers, senior scientists, engineers, and other team members in an agile and scrum environment to fulfil modelling needs.
Preferred :
- Experience with deploying ML model in production.
- Proficient knowledge of and experience with analytics, knowledge base construction, with particular focus on machine translation, and transformers.
- Proficiency with exploratory data analysis, statistics and working with unstructured textual data.
- Good to have, Experience with ML platforms such as Apache Spark, AWS Sage maker, Vertex AI, etc.
- Experience with programming languages (e.g.: Java/Python, SAS) and SQL.
- Experience with Py Spark, and visualisation tools like Tableau, Excel, and PowerPoint.
- Experience working in AWS cloud.
- Knowledge of ML Ops will be an added advantage.
- Experience working with user Behavorial analytics.
- Knowledge of natural language processing tools such as NLTK, CoreNLP, Gensim, spaCy, OpenNLP, UIMA, GATE, etc.
- Proficiency in machine learning tools such as TensorFlow, Keras, Caffe, Theano, MLLib, PyTorch, scikit-learn, etc.
- Advanced experience in NLP, pattern recognition, predictive modeling, and evolving AI techniques.
- Ability to work effectively in a dynamic, research-oriented group that has several concurrent projects.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data ScientistEmployement Type: Full timeContact Details:
Company: MinfyLocation(s): Noida, Gurugram+ View Contact
Keyskills: Computer science Data analysis data science SAS Agile Predictive modeling Scrum Analytics SQL Python
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MINFY TECHNOLOGIES PRIVATE LIMITED, TechMinfy is founded in 1999, providing software services to fortune 500 clients with state of art software development centre, head quartered in Hyderabad. Minfy technologis competency includes Microsoft, Sun, Oracle and emerging technologies like Big data et...
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