Senior Data Scientist - ML, Python
Teknik, data och digitalt · Data, AI och analys · Datavetenskap · Maskininlärning
I korthet
The Senior Data Scientist will transform big data into actionable insights using advanced ML algorithms and data models. This role is key to developing strategies that enhance client service and product optimization through data-driven decision-making.
Responsibilities include designing ML algorithms with Python and SQL, analyzing datasets for trends, and creating visualizations to communicate findings.
Ansvarsområden
- Design and implement advanced machine learning algorithms using Tensorflow and Pytorch to extract insights from large datasets, delivering customized analytical reports.
- Leverage Python and SQL to develop and optimize data models that address specific organizational challenges, ensuring effective integration and management of data.
- Analyze and mine large datasets to identify trends and patterns, utilizing advanced analytics techniques to interpret findings and provide actionable recommendations.
- Collaborate with cross-functional teams to identify opportunities for utilizing data insights to formulate strategic business solutions that enhance operational efficiency and product offerings.
- Create comprehensive visualizations and reports using data visualization tools to communicate complex analysis and results clearly.
Krav
- 6+ years of experience in Data Science/Machine Learning.
- Proficiency in Machine Learning & NLP (Level 5).
- Proficiency in Python (Level 5).
- Proficiency in Natural Language Processing (NLP) (Level 5).
- Proficiency in Machine learning model evaluation (Level 5).
- Proficiency in Kafka, Apache Spark (Level 5).
- Experience with NumPy, pandas, scikit-learn, TensorFlow, PyTorch, XGBoost, LightGBM, NLTK, SpaCy, StatsModels, Cross-validation, ROC/AUC, Precision/Recall, F1-score, Confusion Matrix, Supervised/Unsupervised Learning, Deep Learning, Time Series, Reinforcement Learning, Hadoop, Apache Kafka, Apache Airflow (Proficiency Level 4).
- Willingness to work in a hybrid model, with potential for on-site attendance in Noida, Bangalore, Hyd, or Chennai.
Önskade kvalifikationer
- Certified Data Scientist (CDS) is optional but valuable.
- Tensorflow Developer Certificate is optional but valuable.
- Professional Data Engineer Certification is optional but valuable.
Förmåner
- Opportunity to work with cutting-edge machine learning tools and techniques.
- Develop strategies that enhance client service delivery and product optimization.
- Collaborate with cross-functional teams.
- Global technology company with presence in 60 countries.
- Work on diverse industry solutions.
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