Machine Learning Developer
Job Description
Title: Machine Learning Developer
Company Name: Kaicom Solutions
Vacancy: Not specific
Job Location: Dhaka
Employment Status: Full-time
Educational Requirements:
∎ Graduate in IT or CSE or Software engineer from any Government Recognized University.
Experience Requirements:
∎ At least 4 year(s)
Job Responsibilities:
∎ We are looking for an expert in machine learning to help us extract value from our data. You will lead all the processes from data collection, cleaning, and preprocessing, to training models and deploying them to production.
∎ The ideal candidate will be passionate about artificial intelligence and stay up-to-date with the latest developments in the field. If you also have knowledge of data science and software engineering, we'd like to meet you.
∎ Your ultimate goal will be to shape and build efficient self-learning applications.
∎ Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress.
∎ Managing available resources such as hardware, data, and personnel so that deadlines are met.
∎ Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability.
∎ Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world.
∎ Verifying data quality, and/or ensuring it via data cleaning.
∎ Supervising the data acquisition process if more data is needed.
∎ Finding available datasets online that could be used for training.
∎ Defining validation strategies.
∎ Defining the preprocessing or feature engineering to be done on a given dataset.
∎ Defining data augmentation pipelines.
∎ Training models and tuning their hyper parameters.
∎ Analyzing the errors of the model and designing strategies to overcome them.
∎ Deploying models to production.
Additional Requirements:
∎ 4+ years of extensive knowledge of software development.
∎ At least 2+ years proven experience as a Machine Learning Engineer or similar role.
∎ Understanding of data structures, data modeling and software architecture.
∎ Deep knowledge of math, probability, statistics and algorithms
∎ Ability to write robust code in Python, Java and R.
∎ Familiarity with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn and pandas).
∎ Expertise in visualizing and manipulating big datasets.
∎ Proficiency with OpenCV.
∎ Familiarity with Linux.
∎ Excellent communication skills.
∎ Ability to work in a team.
∎ Outstanding analytical and problem-solving skills.
∎ Ability to select hardware to run an ML model with the required latency.
Salary: Negotiable
Compensation & Other Benefits:
∎ Festival Bonus: 2(Yearly)
∎ Weekly 2 holidays
∎ Performance Linked Benefit
∎ Career Progression Programs
Application Deadline: December 25, 2019
Company Information:
∎ Kaicom Solutions
∎ Address : House Name: AA-SHA, House No: 2/E, 2nd Floor,
Road: 8, Sector: 7, Uttara Model Town, Dhaka-1230
∎ Web : www.kaicomsol.com
∎ Business : Kaicom Solutions is the leading IT Organization in Japan & Bangladesh founded in 2016. Being an international company with a constant and quest to set higher standards.
Category: IT/Telecommunication
Source: bdjobs.com
Deadline Expired on 25th Dec 2019
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