ML Engineer

Job description

Job Description

ML Engineer

Position Description
CGI is looking for a Machine Learning (ML) Engineer who can join in our emerging technology group in the digital insight practice. The ML Engineer will be responsible for designing & developing data ingestion and data transformation framework for modern data science solutions

The ML Engineer will also be providing statistical trend analysis on large structured and unstructured data sets and analysis of advanced algorithms including artificial intelligence concepts. The candidate will be responsible for adapting and modifying machine-learning algorithms to address user requirements and case studies, establishing new proof of concepts for our clients.

Responsibilities:

• Data Ingestion of structured and unstructured data using Kafka, CDC, Spark or similar technologies.

• Data transformation and analysis using HDFS, Hive, and Hbase or Cassandra or similar technologies.

• ETL Design and Development in the big data platform in Hadoop using technologies such as Scala, Spark, Python, Oozie, and more to support a variety of requirements and applications.

• Design and development of ML algorithms and frameworks

• Perform statistical analsyis, fine tune test results and present findings using visualization applications like Tableau, Power BI.

Required Skills:

• Advanced degree in a quantitative discipline, e.g., Computer Science or Linguistics Analytics

• 2+ years industry experience in applied NLP or combination of NLP and Machine Learning

• Experience: Natural Language Processing (NLP), Optical Character Recognition (OCR), Selenium, Beautiful Soup

• Fluent with scripting in Python

o OCR libraries such as Tesseract, PyOCR, OpenCV

o NLP libraries such as NLTK, spaCy, or Stanford NLP

o ML libraries such as Scikit-learn, Spark, Tensorflow, Keras, or PyTorch

• Comfort with rapid prototyping and disciplined software development processes

• Practical software engineering experience in collaborative project settings

• Experience with SQL and NoSQL database.

Your future duties and responsibilities

Required qualifications to be successful in this role

Build your career with us.

It is an extraordinary time to be in business. As digital transformation continues to accelerate, CGI is at the center of this change—supporting our clients’ digital journeys and offering our professionals exciting career opportunities.

At CGI, our success comes from the talent and commitment of our professionals. As one team, we share the challenges and rewards that come from growing our company, which reinforces our culture of ownership. All of our professionals benefit from the value we collectively create.

Be part of building one of the largest independent technology and business services firms in the world.

Learn more about CGI at www.cgi.com .

No unsolicited agency referrals please.

CGI is an equal opportunity employer.

Qualified applicants will receive consideration for employment without regard to their race, ethnicity, ancestry, color, sex, religion, creed, age, national origin, citizenship status, disability, medical condition, military and veteran status, marital status, sexual orientation or perceived sexual orientation, gender, gender identity, and gender expression, familial status, political affiliation, genetic information, or any other legally protected status or characteristics.

CGI provides reasonable accommodations to qualified individuals with disabilities. If you need an accommodation to apply for a job in the U.S., please email the CGI U.S. Employment Compliance mailbox at US_Employment_Compliance@cgi.com . You will need to reference the requisition number of the position in which you are interested. Your message will be routed to the appropriate recruiter who will assist you. Please note, this email address is only to be used for those individuals who need an accommodation to apply for a job. Emails for any other reason or those that do not include a requisition number will not be returned .

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All CGI offers of employment in the U.S. are contingent upon the ability to successfully complete a background investigation. Background investigation components can vary dependent upon specific assignment and/or level of US government security clearance held.

CGI will not discharge or in any other manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. However, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with CGI’s legal duty to furnish information.

Skills

·  Python
·  Big Data

Reference

755930