Machine Learning Engineer

2 weeks ago

New York, United States NTT DATA Services Full time

Req ID: 292343 

NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now.

We are currently seeking a Machine Learning Engineer to join our team in New York, New York (US-NY), United States (US).

Job Duties: Responsibilities:
- Designing and developing machine learning systems, implementing appropriate ML algorithms, conducting experiments, and staying updated with the latest developments in the field.
- Create data models, perform statistical analysis, and train and retrain systems to optimize performance.
- build efficient self-learning applications and contribute to advancements in artificial intelligence.
- Run machine learning tests and experiments
- Implement appropriate ML algorithms
- Use GPU for training, distributed computing pyspark, and parallel computing in libraries in python
- Provide an understanding of how components and processes work together and communicate with each other using library calls, REST APIs queueing/messaging systems, and database queries
- Provide system design to avoid bottlenecks to let algorithms scale well with increasing volumes of data
                        
Minimum Skills Required: Basic Qualifications:  3+ years of experience in the following:
- PyTorch, NLTK, SciPy, Scikit-Learn, Numpy, OpenCV, or equivalent for image preprocessing
- SQL/NoSql databases and queries
- One or more ML toolkits or Python frameworks
- Deep Learning concepts
- Apply standard implementations of machine learning algorithms effectively by choosing a suitable model such as decision tree, knn, neural net, or an ensemble of multiple models
 
Nice to have:
- Understanding of probability and statistics and machine learning concepts such as precision, recall, optimization, hyperparameter tuning, overfitting, and interpretability
- Coding best practices, OOD/OOP, modular design, SOA, and systems architecture
 
Technical Skills:
- Python, pyspark, or R programming language for coding
- Kubernetes and Docker for deployment
- AWS SageMaker, or EC2 instances for cloud
- MYSQL, Oracle, MongoDB, or Redshift DB for database
- Cloudera Distributed Platform for computing & deployment
- Deep learning/neural networks packages like PyTorch, Tensorflow in Python, and use GPU
for training distributed computing pyspark and parallel computing in libraries in python

 

#CDLAP

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About NTT DATA

NTT DATA is a $30 billion trusted global innovator of business and technology services. We serve 75% of the Fortune Global 100 and are committed to helping clients innovate, optimize and transform for long term success. As a Global Top Employer, we have diverse experts in more than 50 countries and a robust partner ecosystem of established and start-up companies. Our services include business and technology consulting, data and artificial intelligence, industry solutions, as well as the development, implementation and management of applications, infrastructure and connectivity. We are one of the leading providers of digital and AI infrastructure in the world. NTT DATA is a part of NTT Group, which invests over $3.6 billion each year in R&D to help organizations and society move confidently and sustainably into the digital future. Visit us at us.nttdata.com

NTT DATA is an equal opportunity employer and considers all applicants without regarding to race, color, religion, citizenship, national origin, ancestry, age, sex, sexual orientation, gender identity, genetic information, physical or mental disability, veteran or marital status, or any other characteristic protected by law. We are committed to creating a diverse and inclusive environment for all employees. If you need assistance or an accommodation due to a disability, please inform your recruiter so that we may connect you with the appropriate team.

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