Data Scientist
Job Description
Required Skills And Experience
- Bachelor's or Master's degree in a quantitative field (CS, machine learning, mathematics, statistics) or equivalent experience.
- 6+ years of experience in data science, building hands-on ML models.
- Candidate must be aware of entire evolution history of NLP (Traditional Language Models to Modern Large Language Models), training data creation, training set-up and finetuning
- Knowledge of advanced RAG pipelines with proper embeddings, indexing, chunking, reranking, prompts and evaluation
- Excellent programming skills in Python. Strong working knowledge of Pythons numerical, data analysis, or AI frameworks such as NumPy, Pandas, Scikit-learn, Jupyter, etc
- SQL skills with SQL Server and Spark experience is preferred but not necessary.
- Knowledge of predictive/prescriptive analytics including Machine Learning algorithms (Supervised and Unsupervised) and deep learning algorithms and Artificial Neural Networks
- Experience with Natural Language Processing (NLTK) and text analytics for information extraction, parsing and topic modeling.
- Excellent verbal and written communication. Strong troubleshooting and problem-solving skills. Thrive in a fast-paced, innovative environment
- Experience with cloud platforms such as Azure, AWS, Databricks is preferred
More Info
Key Skills
Scikit-learn
Prescriptive Analytics
Jupyter
About Company
Skills:
Machine Learning, Pyspark, Sql, Deep Learning, Tensorflow, Nlp, Pytorch, Gcp, MLops, Spark, Azure, Python, AWS, Generative AI, LLMs, Statistical Modeling
Skills:
Data Transformation, Python Programming, logic-based workflows, data pipeline development, SQL proficiency, Dataiku, analytics and data manipulation competencies, Excel-like analytical methods
Skills:
statistical data analysis , Machine Learning, Natural Language Processing, Jira, Sql, Gitlab, Clustering, Python, UNIX command line, anomaly detection, Classification, data analysis libraries, ML Ops, Agile development frameworks, Azure AI Search, feature engineering
Skills:
Machine Learning, Nlp, Opencv, Keras, Predictive Analytics, Python, Tensorflow, Cv
Skills:
Pyspark, SAS, Tensorflow, Pytorch, Spss, Keras, Python, KubeFlow, Great Expectations, R, MXNet, Evidently AI, CNTK, Sci-Kit Learn, BentoML