Winning Edge
Location
Bangalore | India
Job description
Job Description :What You Should Bring :- Experience designing, developing, and researching Machine Learning systems, models, and schemes through data science and data analytics prototypes.- Understanding of Natural Language Processing (NLP), Natural Language Understanding (NLU) and Natural Language Generation (NLG).- Experience developing and implementing technical efforts to design, build, and deploy AWS/ Azure ML models at the direction of lead architects, including large-scale data processing, computationally intensive statistical modelling, and advanced analytics.- Familiarity with deep learning, machine learning and NLP/NLG frameworks (like Keras, TensorFlow or PyTorch etc.), HuggingFace Transformers and libraries (like scikit-learn, spacy, gensim, CoreNLP etc.).- Experience in AWS services such as SageMaker, Elasticsearch, and general knowledge of AWS architecture & other services.- Experience working with a variety of relational and non-relational databases and proficiency in SQL.- Ability to write robust code in Python, Java and R.- Experience optimizing model hyperparameter tuning for speed and cost.- Experience in building MLOps pipeline using MLOps frameworks like Kubeflow, MLFlow, and DataRobot.- Experience with Docker and Kubernetes.- Familiarity with Eventbridge and AWS step function for workload orchestration.- Experience with Agile Development.Basic Qualifications :- Bachelor's Degree in computer science or related scientific discipline.- 5 plus years of relevant work experience.- Experience working in regulated environments and with internal systems quality policies and proceduresAdditional Preferences :- Knowledge of GxP, Pharmaceutical manufacturing processes and automations systems (ref:hirist.tech)
Job tags
Salary
