About the company:
Avenue Code is the leading software consultancy focused on delivering end-to-end development solutions for digital transformation across every vertical. We’re privately held, profitable, and have been on a solid growth trajectory since day one. We care deeply about our clients, our partners, and our people. We prefer the word ‘partner’ over ‘vendor’, and our investment in professional relationships is a reflection of that philosophy. We pride ourselves on our technical acumen, our collaborative problem-solving ability, and the warm professionalism of our teams.
Avenue Code has been believing in and promoting plurality actions for over 10 years, understanding that recognizing differences and fostering a safe environment, employment opportunities, representation, and support are the best ways to promote an increasingly equitable culture.
About the opportunity:
It takes a strong background in Data Science and Machine Learning to qualify for this job. As an applicant, we want you to be ready to discuss your experiences grappling and processing with complex data, both structured and unstructured, and the methods, experiments, and results you have built from data. You will explain not just how to build models to answer problems, but how proven models worked in silica and the real world.
Responsibilities:
- Design and develop machine learning algorithms
- Discover, design, and develop analytical methods to support novel approaches of data and information processing
- Design and develop novel algorithms
- Perform exploratory data analyses Generate and test working hypotheses
- Prepare and analyze historical data and identify patterns
- Explore, create, interpret and manage large datasets to achieve business goals.
- Work with Business Owners to response their business questions by employing data
Required Qualifications:
- MA in Computer Science or similar relevant field.
- Previous working experience as a Machine Learning/ Data Engineering.
- Strong background in Deep Learning, Information Retrieval, or NLP Strong background in Algorithms Hands on experience with TensorFlow and Keras Experience with building products and/or services for Cloud (GCP is a plus).
- Strong programming and software engineering skills (Java, C++, R, Scala, Python or equivalent) .
- Prior experience with applying Big Data (MapReduce, Hadoop, Hive and/or Pig, Spark) tools to large quantities of textual data is a plus.
- Expertise in various facets of machine learning and natural language processing, such as classification, feature engineering, information extraction, structured prediction, clustering, semi-supervised learning, topic modeling and ranking
- Experience with text and image processing (desired).
- Experience with large distributed systems Savvy at extracting knowledge from data.
- Attention to detail.
- Outstanding problem solving and analytical skills Advanced English Skills (written and spoken).
Nice to Have:
- Prior experience with applying Big Data (MapReduce, Hadoop, Hive and/or Pig, Spark) tools to large quantities of textual data is a plus Expertise in various facets of machine learning and natural language processing, such as classification, feature engineering, information extraction, structured prediction, clustering, semi-supervised learning, topic modeling and ranking Attention to detail.
- Experience working in cloud Migration (AWS to GCP) would be a plus.
Avenue Code reinforces its commitment to privacy and to all the principles guaranteed by the most accurate global data protection laws, such as GDPR, LGPD, CCPA and CPRA. The Candidate data shared with Avenue Code will be kept confidential and will not be transmitted to disinterested third parties, nor will it be used for purposes other than the application for open positions. As a Consultancy company, Avenue Code may share your information with its clients and other Companies from the CompassUol Group to which Avenue Code’s consultants are allocated to perform its services.
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