Data Science
2 months ago
Whatwe are looking for:A datascience expert with expertise in designing and developing AI/MLsolutions. What we arelooking for:
- Studyand transform data science prototypes.
- Identifyrelevant data sources and sets to mine for client business needsand collect large structured and unstructured datasets.
- Lead data mining and collectionprocedures.
- Design Machine learningsystems.
- Research and Implement appropriate MLalgorithms and tools.
- Run ML tests andexperiments.
- Perform statistical analysis andfinetuning using test results.
- Collaborate withcrossfunctional teams to understand business needs and translatethem into solutions.
- Contribute to data scienceprojects including data cleaning feature engineering modeldevelopment and deployment.
- Collaborate inbuilding internal offerings to help client/company grow on aspectsbeyond project/client work.
Musthave:
- 4 years ofhandson experience in data science AI/ML.
- Strong understanding of machinelearning.
- Proficiency in languages such asPython or R is essential. Knowledge of SQL for database querying isalso beneficial.
- Advanced skills in usinglibraries like Pandas NumPy and scikitlearn for data manipulationand analysis and using libraries like Matplotlib Seaborn etc. fordata visualization.
- Solid understanding andpractical experience in applying machine learning algorithms forpredictive modeling classification and clustering. Knowledge ofdeep learning frameworks such as TensorFlow or PyTorch is abonus.
- Strong statistical skills for hypothesistesting experimentation and A/B testing.
- Goodorganization and planning skills in implementing NLP and AI/MLsolutions. Experience in guiding and leading a small team ofbudding data scientists.
- Strong communicationand collaboration skills with the ability to articulate results andissues to internal and client teams.
- Highlymotivated with a proven ability to work creatively and analyticallyin a problemsolving environment with minimal direction.
- Experience with Lifesciences datasets ispreferred.
machine learningalgorithms,data science,pytorch,algorithms,python,deep learningframeworks,sci-kit-learn,lifesciencesdatasets,sql,numpy,communication skills,seaborn,r,statisticalskills,ai/ml,tensorflow,matplotlib,neuro-linguistic programming(nlp),nlp,collaboration skills,machinelearning,pandas
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