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Data Scientist IRC230632
| Job | IRC230632 |
| Location | Romania - Bucharest |
| Designation | Senior Software Engineer |
| Experience | 5-10 years |
| Function | Engineering |
| Skills | Data Science, Generative AI, Keras, Machine Learning, ML - Real Estate, prompt engineering, Python, PyTorch, Retrieval-Augmented Generation (RAG), Scikit-learn, SQL, Tensorflow |
| Work Model: | Remote |
Description
You will be part of a very interesting Data Science Team.
The ideal candidate would possess profound knowledge in data science, extensive industrial hands-on experience, and a strong passion for continuous growth.
Requirements
- Master’s degree (PhD advantage) in data science, computer science, mathematics, or other STEM fields
- 5/6+ years of industry experience in machine learning
- Proficient in written and spoken English, demonstrating good communication skills
- Extensive hands-on experience with Python and SQL
- Advanced knowledge of machine learning packages such as pandas, scikit-learn, TensorFlow, Keras, PyTorch, XGBoost, etc.
- Knowledgeable about leveraging GenAI for Data Science: prompt engineering, Retrieval-Augmented Generation (RAG) techniques, instruction fine tuning.
- Good summarization and storytelling capabilities for data science projects
- Profound experience with a variety of data science aspects, for example:
o Classification, regression and clustering approaches
o Supervised, unsupervised, and semi-supervised learning
o Natural language understanding
o Evaluation types and success metrics
o Use of various data modalities: text, tabular, geo-spatial, etc.
o Problem types such as time-series-analysis, recommender systems, natural language processing, and computer vision - Experience with serving machine learning models as API services
Nice to have:
- Knowledgeable in commercial real estate sector
- Experience with serving machine learning models as API services
Job Responsibilities
- Develop, evaluate, and continuously improve machine learning models using engineering and advanced data science approaches
- Conduct exploratory data analyses including use of visualization and statistics
- Communicate results orally and in writing, both internally and to external audiences
- Partner with multi-functional peers from engineering, product, and business to design new data science solutions and deliver machine learning models
- Strive to make impact by deploying models to production
- Promote a culture of data science excellence
We Offer
Empowering Projects: With 500+ clients spanning diverse industries and domains, we provide an exciting opportunity to contribute to groundbreaking projects that leverage cutting-edge technologies. As a team, we engineer digital products that positively impact people’s lives.
Empowering Growth: We foster a culture of continuous learning and professional development. Our dedication is to provide timely and comprehensive assistance for every consultant through our dedicated Learning & Development team, ensuring their continuous growth and success.
DE&I Matters: At GlobalLogic, we deeply value and embrace diversity. We are dedicated to providing equal opportunities for all individuals, fostering an inclusive and empowering work environment.
Career Development: Our corporate culture places a strong emphasis on career development, offering abundant opportunities for growth. Regular interactions with our teams ensure their engagement, motivation, and recognition. We empower our team members to pursue their career goals with confidence and enthusiasm.
Comprehensive Benefits: In addition to equitable compensation, we provide a comprehensive benefits package that prioritizes the overall well-being of our consultants. We genuinely care about their health and strive to create a positive work environment.
Flexible Opportunities: At GlobalLogic, we prioritize work-life balance by offering flexible opportunities tailored to your lifestyle. Explore relocation and rotation options for diverse cultural and professional experiences in different countries with our company.