Machine Learning (ML) Engineer
Job Description
Title: Machine Learning (ML) Engineer
Company Name: Giga Tech Ltd.
Vacancy: 01
Job Location: Dhaka
Employment Status: Full-time
Educational Requirements:
∎ B.Sc in Computer Science Engineering or in any relevant discipline from a reputed university
Experience Requirements:
∎ At least 5 year(s)
Job Responsibilities:
∎ Lead and drive cross functional machine learning projects from beginning to end: build relationships with partner teams, frame and structure questions, collect and analyze data, research, prototype, and build out machine learning pipelines, and runtime services of models in production.
∎ Collaborate with business leaders, subject matter experts, and decision makers to develop success criteria and optimize new products, features, policies, and models
∎ Build a strategy of how various machine learning driven solutions come together against a team and technical product strategy.
∎ Design, implement and test software for our entire Machine Learning & Natural Language Processing infrastructure
∎ Study and transform Machine Learning prototypes
∎ Design Machine Learning systems
∎ Research and implement appropriate Machine Learning & Natural Language Processing algorithms and tools. Also extend related libraries and frameworks
∎ Develop machine learning applications according to requirements
∎ Select appropriate datasets and data representation methods
∎ Run machine learning tests and experiments
∎ Perform statistical analysis and fine-tuning using test results
∎ R&D with Machine Learning & Natural Language Processing models to solve desire goal
∎ Effective text representations to transform natural language into useful features
∎ Design & Implement data pipelines for data mining and scraping
∎ Statistical data analysis & representation; enrich data warehousing for further R&D works
∎ Train the developed model and run evaluation experiments
∎ Close team interaction to meet joint research goals
∎ Report and present research findings and developments in a clear and compelling way
∎ Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
Additional Requirements:
∎ At least 5 year(s) of experience in relevant field
∎ 5+ years of industry experience in R&D and machine learning-focused roles
∎ Design / Development Experience of Bangla language-based ML tool preferred
∎ A strong track record of performing machine learning model development
∎ Familiarity version control software (git), and general software development principles with a machine learning software development life-cycle orientation.
∎ Machine learning strategic sequencing of methodological and software improvements to work back from maximizing core metrics associated with optimizing the business.
∎ The ability to clearly communicate complex results to technical and non-technical audiences.
∎ Work closely with Computer Science Researchers and Subject-Matter Experts to achieve goals
∎ Mentor Junior ML Engineers
Salary: Negotiable
Compensation & Other Benefits:
∎ Festival Bonus: 2
∎ Mobile Allowance
∎ Health Insurance
∎ Scope for Professional Development & Career Growth
∎ Performance Bonus
∎ Friendly Work Environment
∎ Other perks as per Company Policy
Job Source: Bdjobs.com Online Job Posting.
Application Deadline: 31 Aug 2021
Company Information:
∎ 9 Aug 2021
∎ Giga Tech Ltd.
∎ Address : SAM Tower (Level-7),
House# 4, Road# 22,
Gulshan – 1, Dhaka – 1212
∎ Web : www.gigatechltd.com
∎ Business : GIGA TECH is a R&D based futuristic company of BEXIMCO group. Beximco, the largest private sector group in Bangladesh founded in the 1970’s. Giga Tech, a B2B venture of Beximco Group, enables transformation in the public and private sector in everyday doing business through our R&D, solution design, software, device and service. Our goal is to enable the continuous advancement of our clients’ business through enabling innovation, efficiency, security and robustness in their organizations through sustainable design, advanced technology and effective solution.
Category: IT/Telecommunication
