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Senior Associate, Machine Learning Engineer
hace 1 mes
At Bain we say "Champion the bold to achieve the extraordinary". At the Advanced Analytics Group (AAG) we deeply embody that statement; we put remarkable data innovators in front of the world's toughest challenges, delivering impact that goes way beyond businesses. By doing that, we aim to challenge the status quo and redefine the domains in which we work.
We are building the most influential data innovation hub in South America. We are looking for creative yet courageous professionals like you to play a key role in helping us pursue this endeavor.
What can you expect from us?
**We are people centered and team players**: we want to provide an awesome environment to work and grow. An environment where we care about people, our wellbeing and a healthy and vibrant long term development. We believe in a place where autonomy is at the core, and where servant leadership provides direction, guidance and motivation, enabling the best version of each of us so we can build teams based on trust and where we help others shine.
**We deliver positive impact and challenge the status quo**: we are obsessed with unleashing our clients’ full potential by developing quick and dirty data products that evolve fast through agile experimentation. We design a vision not conquered yet, and we only seek to make it a reality and bring true impact to the domains we work on. Be it a very complex operational mining process, an NGO’s educational challenge, a retailer’s e-commerce, or a climate change endeavor, we bring state-of-the-art advanced analytics techniques to create new superior realities for our clients.
**We are playful and seek for uniqueness**: complex problems require thinking out-of-the-box, giving room to challenging ideas and points of view. How we enable that? By nurturing creativity and having fun exploring novel paths and promoting curiosity and learning in empowered teams that take seriously their instincts and passions. We’ve seen over and over again that this never-ending learning philosophy make us better and stronger, broaden our capability range and enlighten our version in the future to tackle challenges that we haven’t seen before.
**We’d love if**:
- You are a curious person.
- You are obsessed by learning new things, tackling new problems and being constantly challenged.
- You describe yourself as a proactive and creative person.
- You don’t feel bad facing failure, instead you learn the reason behind it and learn from it.
- You value learning from others, but you also love learning by yourself and teaching yourself new skills.
- You feel comfortable reading, writing and speaking in English.
- You speak Spanish or Portuguese (⭐️ if you dominate both).
- You have strong communication skills and feel comfortable working with people that have different roles and seniority levels.
- You enjoy working on constantly iterative processes.
- You embrace a deep respect for diversity.
As a Machine Learning Engineer, you will play a fundamental role on technical decision making, embedded in projects and working with clients of different industries. You will also get your hands dirty writing code to get Machine Learning models working at real world production environments. This role teams up closely with Data Scientists, Impact Leaders, Consultants and Team Leaders to boost, deepen and streamline the development of innovative solutions that respond to high complexity problems.
What we expect from you?
- Strong theoretical background on machine learning, ideally practical experience on building and deploying machine learning models.
- Write code in Python, embracing good code practices.
- Being able to deal with different tasks during the whole Machine Learning life cycle. What kind of tasks? ML model deployment and maintenance, building and using tools for ML monitoring, CI/CD pipeline design, supporting experimentation with ML models, designing and building data pipelines, among others.
- You have experience working with cloud infrastructure.
- You are familiar with the lifecycle of a Machine Learning model.
- You are familiar with Containers.
- You love teaching others and sharing good practices.
- You like getting your hands dirty with new tools and languages. Sometimes it is better to take a risk and learn something new, rather than choosing the good old hammer you always use. It doesn’t matter if you take more time, it is an investment for the future.
- You like being versatile. You get bored when every day looks the same, so you like sometimes getting dressed as a Data Scientist, Data Engineer or Software Engineer.
- Constant collaboration with your teammates.
- Provide and accept frequent feedback.
- Be autonomous within a collaborative environment.
- Find the best and unique version of yourself and boost it
- You have 2 or more years of experience and/or a relevant graduate degree.
What can you expect working with us?
At the beginning
- A big welcome
- Immediately become part of o