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Data Scientist
2 months ago
Job Title: Data Scientist
Job Summary:
We are seeking a highly skilled Data Scientist to join our team at Jconnect Infotech Inc. as a Data Scientist / ML Engineer. The successful candidate will be responsible for engineering, developing, and delivering machine learning models using real-time network data to enable decision-making and drive insights.
Key Responsibilities:
- Design, develop, optimize, and troubleshoot machine learning model applications in a Kubernetes environment with Spark, Java, and Python, and databases like Apache Druid, Oracle, Cassandra, and/or Kafka as the backend.
- Collaborate with the team to drive the technical roadmap and guide the development and implementation of new data-driven business solutions.
- Collaborate with data engineers and solution architects to overcome roadblocks and challenges in building models.
Requirements:
- Bachelor's or advanced degree in computer science, applied math, statistics, or other relevant quantitative discipline, or equivalent industry experience.
- 12 or more years of relevant work experience with 6 or more years as a data scientist, analyst, or statistical modeler.
- 2 years of experience in developing and deploying products using Docker, Kubernetes, and the containerization technology stack.
- 3 years of experience in developing advanced machine learning and deep learning models such as RNN, LSTM, and specifically Graph Neural Networks (GNN).
- 3 years of experience in modern data mining and data science techniques (e.g., regressions, decision trees, ensemble algorithms, neural networks, time series analytics, clustering, anomaly detection, text analytics, etc.).
- Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, etc.
- Experience with Big Data and analytics in general leveraging technologies like Hadoop, Spark, and MapReduce.
- Experience in using NLP, BI, Graph Databases like Neo4j/OrientDB/Neptune.
- Programming in Python and R using distributed frameworks like PySpark, Spark, SparkR.
- Candidate with a background in telecom is needed.