Informacje o stanowisku
We offer
- Probation period of 3 months and then for an indefinite period.
- Competitive salary, annual bonuses, recognition award program.
- Corporate culture based on our values: collaboration, speed, courage and simplicity.
- Possibilities for development on a personal and professional level in one of the leading global MedTech companies.
- Package of benefits including Private medical care (Lux Med), Life Insurance, Multisport card.
- Bax4U - cafeteria/lunch cards (300 PLN).
- PPE program with very attractive conditions available for each employee after 3 months.
- Educational support: fully covered language courses (English or other languages according to business needs), financial certifications (ACCA, CIMA).
- Co-financing of holidays and an additional 2 days off from work annually.
- Employee Stock Purchase Plan.
- Day off for birthday.
- Great Warsaw office location - Powiśle!
Qualifications
- Demonstrated experience in the aforementioned areas, particularly in Large Language Models, Time Series Forecasting, NLP, Recommender Systems, Anomaly Detection, Data Mining, SQL, UX prototyping (Streamlit, Gradio) and Cloud Computing.
- Good understating of DevOps, cloud computing, bash scripting, Kubernetes and Jenkins is a must.
- Proficiency in Python and deep learning frameworks such as TensorFlow, PyTorch, or Keras.
- Previous experience in the healthcare sector and a solid understanding of its regulatory landscape is a plus.
- Strong skills in data analysis and visualization is a must.
- Excellent communication and teamwork skills.
- Knowledge of privacy and security standards in the healthcare sector would be a significant plus.
- Fluent English is a must.
Education and Experience
- Bachelors or masters degree in computer science, Data Science, Statistics, or a related field. A Ph.D. would be advantageous.
- Minimum 5+ years’ experience working with business leadership in creating measured value of IT investment.
- 3+ years of experience in commercial technologies supporting capabilities such as marketing enablement, sales enablement, contracting, customer experience, etc.
- 3+ years of experience in life sciences is a plus.
- 2+ years of experience in building cases (costs, benefits, assumptions).
- Prior experience working in a highly matrixed, large organization preferred.
We offer
- Probation period of 3 months and then for an indefinite period.
- Competitive salary, annual bonuses, recognition award program.
- Corporate culture based on our values: collaboration, speed, courage and simplicity.
- Possibilities for development on a personal and professional level in one of the leading global MedTech companies.
- Package of benefits including Private medical care (Lux Med), Life Insurance, Multisport card.
- Bax4U - cafeteria/lunch cards (300 PLN).
- PPE program with very attractive conditions available for each employee after 3 months.
- Educational support: fully covered language courses (English or other languages according to business needs), financial certifications (ACCA, CIMA).
- Co-financing of holidays and an additional 2 days off from work annually.
- Employee Stock Purchase Plan.
- Day off for birthday.
- Great Warsaw office location - Powiśle!
,[ Large Language Models: Develop applications using large language models like GPT3.5/4 and LLAMA2 to extract insights and create multi-step agents to automate processes. , Time Series Forecasting: Utilize machine learning techniques to create models that can predict future trends based on historical healthcare data. , Natural Language Processing (NLP): Implement NLP techniques to analyze and interpret complex medical text data. , Automate Experiments for End2End solutions: Designing Data Pipelines, Modeling Pipelines, Inference pipelines. Orchestrating the entire lifecycle of machine learning projects. Knowledge in the management and administration of various MLOPS/DEVOPS tools like Jenkins, pyServer, Kubernetes charts, MLFlow, MetaFlow, Jupyterhub. , Publish Inference Endpoints for consumers. Ability to design solutions to deploy ML Solutions in Batch or Interactive ways. , Recommender Systems: Design and develop personalized recommendation algorithms to optimize device usage and enhance patient care. , Anomaly Detection: Create models capable of identifying unusual patterns or outliers in healthcare data to enhance early detection of potential health risks. , Data Mining and SQL: Extract and analyze data from various sources using advanced data mining techniques and SQL. , UI/UX Development: Work in collaboration with the UI/UX team to integrate machine learning models into the user interface of our medical devices, ensuring a seamless user experience. , Cloud Computing: Use cloud platforms such as AWS and Azure for model training, deployment, and scaling. , Regulatory Compliance: Ensure compliance with healthcare sector regulations in all machine learning solutions, maintaining rigorous documentation and validation as required. Requirements: Machine Learning, Forecasting, NLP, SQL, UX, Prototyping, Cloud computing, DevOps, Bash, Python, Deep learning, PyTorch, Keras, Degree, Data science, Data analysis, TensorFlow Additionally: Sport Subscription, Private healthcare, Lunch card, Language courses, Annual bonus, Stock options, Competitive compensation, Life insurance, Training budget, International projects, Free coffee, Bike parking, Shower, Mobile phone, In-house trainings, In-house hack days, Modern office, No dress code.
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