Senior Ml Engineer

hace 2 semanas

Cali, Colombia Provectus IT, Inc. A tiempo completo

**Senior ML Engineer**:

- Colombia,Costa Rica,Medellín, Antioquia,Bogotá, Capital District,Cali, Valle del Cauca,Barranquilla

**About project**

As a Senior ML Engineer at Provectus, you'll be responsible for designing, developing, and deploying production-grade machine learning solutions for our clients. You will work on complex ML problems, mentor junior engineers, and contribute to building ML accelerators and best practices.

**Core Responsibilities**:

- 1. Technical Delivery (60%)
- Design and implement end-to-end ML solutions from experimentation to production
- Build scalable ML pipelines and infrastructure
- Optimize model performance, efficiency, and reliability
- Write clean, maintainable, production-quality code
- Conduct rigorous experimentation and model evaluation
- Troubleshoot and resolve complex technical challenges
- 2. Collaboration and Contribution (25%)
- Mentor junior and mid-level ML engineers
- Conduct code reviews and provide constructive feedback
- Share knowledge through documentation, presentations, and workshops
- Collaborate with cross-functional teams (DevOps, Data Engineering, SAs)
- Contribute to internal ML practice development
- 3. Innovation and Growth (15%)
- Stay current with ML research and emerging technologies
- Propose improvements to existing solutions and processes
- Contribute to the development of reusable ML accelerators
- Participate in technical discussions and architectural decisions

**Requirements**:

- Comfortable with standard ML algorithms and underlying math.
- Strong hands-on experience with LLMs in production, RAG architecture, and agentic systems
- AWS Bedrock experience strongly preferred
- Practical experience with solving classification and regression tasks in general, feature engineering.
- Practical experience with ML models in production.
- Practical experience with one or more use cases from the following: NLP, LLMs, and Recommendation engines.
- Solid software engineering skills (i.e., ability to produce well-structured modules, not only notebook scripts).
- Python expertise, Docker.
- English level - strong Intermediate.
- Excellent communication and problem-solving skills.

**Will be a plus**:

- Practical experience with cloud platforms (AWS stack is preferred, e.g. Amazon SageMaker, ECR, EMR, S3, AWS Lambda).
- Practical experience with deep learning models.
- Experience with taxonomies or ontologies.
- Practical experience with machine learning pipelines to orchestrate complicated workflows.
- Practical experience with Spark/Dask, Great Expectations.

  • Senior ML/AI Engineer

    hace 3 días

    Cali, Valle del Cauca, Colombia Provectus A tiempo completo

    Senior ML/AI EngineerMedellín, Antioquia,Bogotá, Capital District,Cali, Valle del Cauca,BarranquillaAbout projectProvectus helps companies adopt ML/AI to transform the ways they operate, compete, and drive value. The focus of the company is on building ML Infrastructure to drive end-to-end AI transformations, assisting businesses in adopting the right AI...

  • Senior ML Engineer

    hace 1 semana

    Colombia / Medellín, Antioquia / Bogotá, Capital District / Cali, Valle del Cauca / Barranquilla / Bucaramanga Metropolitan Area / Bucaramanga, Santander Provectus A tiempo completo $8.000.000 - $20.000.000 al año

    As a Senior ML Engineer at Provectus, you'll be responsible for designing, developing, and deploying production-grade machine learning solutions for our clients. You will work on complex ML problems, mentor junior engineers, and contribute to building ML accelerators and best practices. Core Responsibilities:1. Technical Delivery (60%) - Design and...

  • Senior ML/AI Engineer

    hace 1 semana

    Medellín, Antioquia / Bogotá, Capital District / Cali, Valle del Cauca / Barranquilla, Colombia Provectus A tiempo completo US$100.000 - US$120.000 al año

    Provectus helps companies adopt ML/AI to transform the ways they operate, compete, and drive value. The focus of the company is on building ML Infrastructure to drive end-to-end AI transformations, assisting businesses in adopting the right AI use cases, and scaling their AI initiatives organization-wide in such industries as Healthcare & Life Sciences,...

  • Lead ML Engineer

    hace 1 semana

    Cali, Valle del Cauca, Colombia Launch Potato A tiempo completo US$120.000 - US$240.000 al año

    WHO ARE WE?Launch Potato is a profitable digital media company that reaches over 30M+ monthly visitors through brands such as FinanceBuzz, All About Cookies, and OnlyInYourState.As The Discovery and Conversion Company, our mission is to connect consumers with the world's leading brands through data-driven content and technology.Headquartered in South Florida...

  • Principal Machine Learning Engineer

    hace 4 semanas

    Cali, Colombia Launch Potato A tiempo completo

    Overview As The Discovery and Conversion Company, our mission is to connect consumers with the world’s leading brands through data-driven content and technology. Headquartered in South Florida with a remote-first team spanning over 15 countries, we’ve built a high-growth, high-performance culture where speed, ownership, and measurable impact drive...

  • C# Engineer

    hace 2 días

    Cali, Colombia AgileEngine A tiempo completo

    Join to apply for the C# Engineer (Senior/Lead) ID41548 ($2,500 signing bonus) role at AgileEngine 1 week ago Be among the first 25 applicants Join to apply for the C# Engineer (Senior/Lead) ID41548 ($2,500 signing bonus) role at AgileEngine Get AI-powered advice on this job and more exclusive features. AgileEngine is an Inc. 5000 company that creates...

  • Machine Learning Engineer

    hace 1 semana

    Cali, Colombia JIKKOSOFT S.A.S A tiempo completo

    **Descripción**: Misión: Desplegar modelos de aprendizaje automático, de acuerdo con el trabajo del data scientist, desplegando transformaciones de datos usando streaming, batch-processing o creando servicios, Para garantizar la implementación de un sistema inteligente. **Responsabilidades**: Creación de tuberías automáticas de datos orientados a...

  • Senior Data Engineer

    hace 7 días

    Cali, Colombia Virtualmind A tiempo completo

    We are **Virtualmind**, an awesome team of engineers who are ready to ramp up any top-notch company's projects! Our aim? To always be one step ahead. Are you a** Senior Data Engineer**? Then join us and help us build solid and scalable data infrastructure and analytical environment. Do you have what it takes? - 10+ years experience as a software engineer...

  • Senior Python Engineer

    hace 7 días

    Cali, Colombia Virtualmind A tiempo completo

    We are **Virtualmind**, an awesome team of engineers who are ready to ramp up any top-notch company's projects! Our aim? To always be one step ahead. Ready to ramp up any new challenge? Then, that's your cue to start! We are looking for a **Senior Python Engineer** to join our team developing a self-serve MarketMinder platform that eliminates guesswork and...

  • Semi Senior Data Engineer

    hace 3 días

    Cali, Colombia Realtime Analytics By Procalidad A tiempo completo

    ¿Te apasiona transformar datos en decisiones estratégicas? ¿Tienes experiência trabajando con equipos de Finanzas y Contabilidad? ¡Esta oportunidad es para ti! ***Seniority**: Semi Senior ***¿Qué formación buscamos?**: Profesionales en Ingeniería de Sistemas, Ingeniería Informática, Ingeniería Industrial o carreras afines. ***Tu...