Principal/Staff Software Consultant

4 weeks ago

Islamabad, Islamabad, Pakistan 10Pearls Full time
Company Overview

10Pearls is an end-to-end digital technology services partner helping businesses utilize technology as a competitive advantage. We help our customers digitalize their existing business, build innovative new products, and augment their existing teams with high-performance team members. Our broad expertise in product management, user experience/design, cloud architecture, software development, data insights and intelligence, cyber security, emerging tech, and quality assurance ensures that we are delivering solutions that address business needs. 10Pearls is proud to have a diverse clientele including large enterprises, SMBs and high-growth startups. We work with clients across industries, including healthcare/life sciences, education, energy, communications/media, financial services, and hi-tech. Our many long-term, successful partnerships are built upon trust, integrity and successful delivery and execution.

Requirements

We are looking for a Principal/Staff Machine Learning Engineer. The ideal candidate should have a Master's degree in Computer Science with 5 – 8 years ofdeveloping machine learning models, with a strong portfolio in Computer Vision and LLMs.

Responsibilities
  • Lead the design, development, and deployment of generative AI models, large language models, and retrieval-augmented generation systems
  • Conduct cutting-edge research in AI, contributing to advancements in image and video analysis, object detection, segmentation, and NLP
  • Collaborate with product teams to integrate AI/ML technologies into new and existing products
  • Develop and implement machine learning algorithms and models using state-of-the-art techniques and best practices
  • Optimize models for performance, scalability, and efficiency on cloud platforms
  • Implement MLOps practices to streamline the machine learning lifecycle, including model training, deployment, monitoring, and maintenance
  • Mentor and lead a team of machine learning engineers, fostering a culture of technical excellence
  • Optimize machine learning workflows for improved model performance and efficiency
  • Develop and maintain robust data pipelines for model training and inference at scale
  • Implement rigorous model testing and validation to ensure high-quality deployments
  • Contribute to the company's intellectual property through innovative research, patents, and publications
  • Work closely with cross-functional teams, including data scientists, analysts, and other developers, to understand data requirements and implement effective solutions
  • Stay abreast of industry trends and emerging technologies in AI to maintain a competitive edge
  • Communicate technical concepts effectively to stakeholders and influence strategic decisions with ML insights

Requirements
  • Advanced degree (Ph.D. or Master's) in Computer Science, Machine Learning, or a related field
  • Proven experience with Amazon Personalizesetup, configuration, optimization, and implementation of recommendation use cases
  • Strong hands-on experience with AWS SageMaker, including training and deploying custom machine learning models
  • Proficiency in developing recommendation systems using techniques like collaborative filtering, deep learning, and reinforcement learning
  • Experience with data pipeline development (ETL/ELT) for capturing user behavior, video viewership, and conversion data
  • Ability to design and deploy real-time, low-latency inference endpoints using AWS services such as Lambda and API Gateway
  • Tools & Technologies
  • AWS ecosystem (SageMaker, Personalize, Lambda, API Gateway)
  • Data engineering tools and scripting (e.g., Python, SQL)
  • ML libraries/frameworks (e.g., TensorFlow, PyTorch, Scikit-learn)
  • Monitoring and visualization tools (e.g., CloudWatch, dashboards)

Powered by JazzHR

zBvtBERL5I
#J-18808-Ljbffr

  • Senior/Staff Software Consultant

    2 weeks ago

    Islamabad, Islamabad, Pakistan 10Pearls Full time

    Senior/Staff Software Consultant - React + NextJS - Morning ShiftSenior/Staff Software Consultant - React + NextJS - Morning ShiftCompany Overview10Pearls is an end-to-end digital technology services partner helping businesses utilize technology as a competitive advantage. We help our customers digitalize their existing business, build innovative new...

  • Senior/Staff Software Consultant

    2 weeks ago

    Islamabad, Islamabad, Pakistan 10Pearls Full time

    Senior/Staff Software Consultant - NodeJS (Express/NestJS) - Afternoon ShiftSenior/Staff Software Consultant - NodeJS (Express/NestJS) - Afternoon ShiftGet AI-powered advice on this job and more exclusive features.Continue with Google Continue with GoogleCompany Overview10Pearls is an end-to-end digital technology services partner helping businesses utilize...

  • Principal Software Engineer

    2 weeks ago

    Islamabad, Islamabad, Pakistan Creative Chaos Full time

    1 month ago Be among the first 25 applicantsGet AI-powered advice on this job and more exclusive features.Job SummaryA Principal Software Engineer for Python is an associate at Creative Chaos who is mainly responsible for developing server applications of various software platforms including but not limited to writing Restful APIs to be consumed by client...

  • Principal Software Consultant

    2 weeks ago

    Islamabad, Islamabad, Pakistan 10Pearls Full time

    Company Overview10Pearls is an end-to-end digital technology services partner helping businesses utilize technology as a competitive advantage. We help our customers digitalize their existing business, build innovative new products, and augment their existing teams with high performance team members. Our broad expertise in product management, user...

  • Principal Software Engineer

    2 weeks ago

    Islamabad, Islamabad, Pakistan Confiz Full time

    Principal Software Engineer - React NativeJoin to apply for the Principal Software Engineer - React Native role at ConfizPrincipal Software Engineer - React Native2 days ago Be among the first 25 applicantsJoin to apply for the Principal Software Engineer - React Native role at ConfizWe are looking for Senior Product Engineer with 5+ years of experience to...

  • Principal Software Engineer

    3 weeks ago

    Islamabad, Islamabad, Pakistan Creative Chaos Full time

    Job SummaryA Principal Software Engineer for Python is an associate at Creative Chaos who is mainly responsible for developing server applications of various software platforms including but not limited to writing Restful APIs to be consumed by client applications. A Principal Software Engineer makes sure that the functionality, security, and performance of...

  • Principal Software Engineer

    3 weeks ago

    Islamabad, Islamabad, Pakistan Creative Chaos Full time

    Job SummaryA Principal Software Engineer for .Net is an associate at Creative Chaos who is mainly responsible for developing server applications of various software platforms including but not limited to writing Restful APIs to be consumed by client applications. A Principal Software Engineer makes sure that the functionality, security and performance of the...

  • Principal Software Engineer

    3 weeks ago

    Islamabad, Islamabad, Pakistan Creative Chaos Full time

    **Job Summary:**A Principal Software Engineer for Vue.JS at Creative Chaos is primarily responsible for developing front-end web client applications across various platforms. The role involves ensuring functionality, security, and performance are aligned with design specifications and bug-free. Senior engineers are also expected to mentor juniors and...

  • Senior Software Developer

    3 weeks ago

    Islamabad, Islamabad, Pakistan Contour Software Full time

    Join to apply for the Senior Software Developer role at Contour SoftwareJoin to apply for the Senior Software Developer role at Contour SoftwareGet AI-powered advice on this job and more exclusive features.About ContourContour Software has grown from a dozen people to over 2,000 staff across 3 cities, in less than 14 years.About ContourContour Software has...

  • Staff Software Consultant

    2 weeks ago

    Islamabad, Islamabad, Pakistan 10Pearls Full time

    Company Overview10Pearls is an end-to-end digital technology services partner helping businesses utilize technology as a competitive advantage. We help our customers digitalize their existing business, build innovative new products, and augment their existing teams with high-performance team members. Our broad expertise in product management, user...