2 дня назад
Data Scientist (Machine Learning)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist (Machine Learning) (Python/Spark/NLP): Developing, training, evaluating, and deploying scalable machine learning and statistical models with an accent on NLP, deep learning, and cloud-based production environments. Focus on building advanced algorithms, operationalizing models, and solving complex patient data and commercial pharma analytics problems.
Company
delivers data science and analytics solutions for the commercial pharma and life sciences sector.
What you will do
- Develop, train, evaluate, and deploy scalable machine learning, statistical, and advanced algorithmic models.
- Build data science solutions using Python, PySpark, and Apache Spark with Scala, Python, or Java.
- Implement NLP capabilities including text classification, named entity recognition, topic modeling, and sentiment analysis.
- Apply deep learning and modern AI methods involving LLMs, LSTMs, GRUs, and transformers.
- Operationalize models in production workbench environments and cloud platforms.
- Plan and track tasks, communicate results, and collaborate with large cross-functional teams.
Requirements
- 5+ years of hands-on experience developing and operationalizing machine learning models.
- Strong proficiency in Python and machine learning frameworks and libraries such as scikit-learn, TensorFlow, PyTorch, Keras, SparkML, NumPy, and pandas.
- Experience with Apache Spark or Hadoop and cloud platforms such as AWS, Azure, or GCP.
- Knowledge of statistical and probabilistic methods, including SVM, decision trees, bagging, boosting, and clustering.
- Experience applying machine learning algorithms across classification, regression, deep learning, and NLP.
- BE/B.Tech degree, analytical problem-solving skills, communication ability, ownership, and teamwork.
Nice to have
- Experience with Databricks or Dataiku DSS.
- Familiarity with recommender systems and reinforcement learning.
- Understanding of commercial pharma, patient data, and analytics.
- Experience with Git, Jira, and Confluence.
Culture & Benefits
- Work in a challenging, results-oriented environment.
- Emphasis on self-motivation, continuous learning, ownership, and cultural fit.
- Opportunities to contribute to teamwork, leadership, talent management, capability building, and thought leadership.
- Focus on logical thinking, task management, communication, and business impact.
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