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Machine Learning Scientist
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Angajator: | MassMutual Romania |
Domeniu: |
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Tip job: | full-time |
Nivel job: | 1 - 5 ani experienta |
Orase: |
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Actualizat la: | 20.12.2021 |
Remote work: | On-site |
Key Goal:
- Remove operational debt across the enterprise
- Reduce time taken to achieve tasks
- Reduce LOE for undertaking new tasks
- Lower cost of completion
- Automated Services ensure our systems
- Run smoothly and efficiently
- Eliminates human errors
- Ensure business best practices are consistently leveraged
- Automate deployments of machine learning techniques to improve our understanding of customer behavior.
- Analyze, extract, and optimize relevant information from large amounts of data to help drive business decisions on product features and operational efficiency
- Establish scalable, efficient processes for data analyses, model development, validation and experimentation
- Collaborate with cross functional teams to understand business teams and turn research into products.
- A graduate degree in computer science, mathematics, statistics, physics, or a related technical field.
- Solid grasp of mathematics and machine learning concepts (i.e., optimization functions, linear algebra, etc.)
- Knowledgeable of relevant literature around applications for machine learning and deep learning
- You should have hands on experience in building machine learning solutions from conceptualization to implementation
- Strong knowledge of supervised (classification, regression) and unsupervised techniques (clustering, dimensionality reduction)
- Experience with designed experiments
- Proficient at programming in Python and SQL
- Fluency in data manipulation (SQL, Spark, Pandas)
- Experience with machine learning tools such as scikit-learn
- Strong problem solving and communication skills
- Curiosity. A repeated pattern asking and understanding the “why” behind the data
- Experience deploying algorithmic solutions in a cloud environment
- Graduate degree in computer science, mathematics, statistics, or related field a plus
- Strong soft skills and the ability to communicate with business partners
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