Machine Learning Engineer Remote
Machine Learning Engineer Description
#LI-DNI#LI-YE1
Technologies
- Amazon Bedrock
- Amazon SageMaker
- Amazon S3
- Python
- Natural Language Processing (NLP)
- Deep Learning
- Prompt Engineering
- Sentiment Analysis
- Model Evaluation for NLP
Responsibilities
- Lead the design and development of the GenAI Proof of Concept (POC) using Amazon Bedrock, Amazon SageMaker, and Amazon S3
- Implement natural language processing (NLP) and deep learning techniques to analyze large sets of financial text data
- Develop algorithms for sentiment analysis, prompt engineering, and model evaluation tailored to NLP
- Collaborate with the AWS ProServe team and HBS stakeholders to understand requirements and deliver solutions that meet their needs
- Present technical findings and progress to non-technical stakeholders, ensuring clear and effective communication
- Ensure the successful deployment of the model and monitor its performance, making necessary adjustments based on feedback and results
Requirements
- Strong experience with Amazon Web Services, particularly Amazon Bedrock, SageMaker, and S3
- Proven expertise in Python programming and libraries relevant to NLP and deep learning
- Extensive experience in natural language processing, sentiment analysis, and prompt engineering
- Familiarity with model evaluation techniques specific to NLP applications
- Excellent problem-solving skills and ability to work in a dynamic and agile environment
Nice to have
- Strong verbal and written communication skills in English
- Ability to effectively collaborate with cross-functional teams and interact with all levels of management
We offer
- Career plan and real growth opportunities
- Unlimited access to LinkedIn learning solutions
- International Mobility Plan within 25 countries
- Constant training, mentoring, online corporate courses, eLearning and more
- English classes with a certified teacher
- Support for employee’s initiatives (Algorithms club, toastmasters, agile club and more)
- Enjoyable working environment (Gaming room, napping area, amenities, events, sport teams and more)
- Flexible work schedule and dress code
- Collaborate in a multicultural environment and share best practices from around the globe
- Hired directly by EPAM & 100% under payroll
- Law benefits (IMSS, INFONAVIT, 25% vacation bonus)
- Major medical expenses insurance: Life, Major medical expenses with dental & visual coverage (for the employee and direct family members)
- 13 % employee savings fund, capped to the law limit
- Grocery coupons
- 30 days December bonus
- Employee Stock Purchase Plan
- 12 vacations days plus 4 floating days
- Official Mexican holidays, plus 5 extra holidays (Maundry Thursday and Friday, November 2nd, December 24th & 31st)
- Monthly non-taxable amount for the electricity and internet bills
EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to a myriad of innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to continuously learn and grow. No matter where you are located, you will join a dedicated, creative, and diverse community that will help you discover your fullest potential.
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