ML Engineer

Fusemachines

Source: Other Source

Views: 634|Published on: May 13, 2024

IT & Telecommunication

Mid Level

Full Time

Vacancy: 1

kathmandu|

Experience: Not Required|

Job Description

Roles and responsibilities of this job

About the job

About Fusemachines

Fusemachines is a 10+-year-old AI company, dedicated to delivering state-of-the-art AI products and solutions to a diverse range of industries. Founded by Sameer Maskey, Ph.D., an Adjunct Associate Professor at Columbia University, our company is on a steadfast mission to democratize AI and harness the power of global AI talent from underserved communities. With a robust presence in four countries and a dedicated team of over 400 full-time employees, we are committed to fostering AI transformation journeys for businesses worldwide. At Fusemachines, we not only bridge the gap between AI advancement and its global impact but also strive to deliver the most advanced technology solutions to the world.

About Role

We are seeking a Machine Learning Engineer with hands-on Python experience and proven analytical and problem-solving skills. You will be involved with various data engineering

aspects - data collection, cleaning, and preprocessing, to training models and deploying them to production. The ideal candidate will possess strong technical and interpersonal skills, along with certain ML skills. In addition, the candidate will collaborate across multi-functional teams
to achieve product milestones as agreed with stakeholders.

Key Responsibilities

Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress

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 ensuring it via data cleaning

Defining validation strategies

Defining the preprocessing or feature engineering to be done on a given dataset

Defining data augmentation pipelines

Finding available datasets that could be used for training

Training models and tuning their hyperparameters

Analyzing the errors of the model and designing strategies to overcome them

Deploying models to production

Work independently and collaboratively on a multi-disciplined project team in an Agile development environment

Be actively involved in the design, development and testing activities for Big data product

Provide feedback to development teams on code/architecture optimization

Required Skills And Experience

Hands-on experience developing Python, PySpark

Possess a strong foundation in statistics and utilize statistical methods to analyze data and derive meaningful insights

Familiarity with Azure Databricks or similar

Proficiency with a deep learning frameworks such as TensorFlow or PyTorch or Keras

Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas

Expertise in visualizing and manipulating big datasets

Ability to select hardware to run an ML model with the required latency

Familiarity with Azure services

Proven experience with CI/CD

Proven experience with version control (Github, Bitbucket)

Familiarity with Linux OS/concepts

Strong written and verbal communication skills

Self-motivated and ability to work well in a team

Qualification

Bachelor of Science degree from an accredited university

Fusemachines is an Equal Opportunities Employer, committed to diversity and inclusion. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or any other characteristic protected by applicable federal, state, or local laws.

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Job Specification

Required qualifications for this job

Required Education Level:Under Graduate (Bachelor)

Required Experience:Not Required

Skills Required

Required skills for this job

Data Cleaning

Visualization

Data Engineering

Pandas (Software)

Pattern Recognition

Applying Procedure

Click on Login to Apply to get the email address / external link to apply.

Note: You need to be a registered jobseeker to view the applying email address / external link.

Apply Before: May 20, 2024

About the organization

Fusemachines

A 10+ year old AI company offering cutting-edge AI products and solutions across industries. With over a decade of experience, we help companies in their AI Transformation journey with our suite of enterprise AI Products and AI Solutions supported by our global AI Talent from underserved communities. On a mission to #DemocratizeAI, we aim to bridge the gap between AI advancement and global impact, bringing the most advanced technology solutions to the world.