Hands-on experience with optimization solvers (e.g.,Gurobi,Pyomo) and the underlying algorithm ... based, convex, and greedymethod. * Experience with attribution modeling. * Applied experience ...
Hands-on experience with optimization solvers (e.g.,Gurobi,Pyomo) and the underlying algorithm ... based, convex, and greedymethod. * Experience with attribution modeling. * Applied experience ...
Sr. Engineer, Advanced Process Controls
Painted Post, NY · On-site
$82K - $108K/yr
You can help connect the unconnected, drive the future of automobiles, transform at-home ... Foundation in numerical optimization (LP, NLP, MILP, convex optimization) and ability to formulate ...
Sr. Engineer, Advanced Process Controls
Painted Post, NY · On-site
$82K - $108K/yr
You can help connect the unconnected, drive the future of automobiles, transform at-home ... Foundation in numerical optimization (LP, NLP, MILP, convex optimization) and ability to formulate ...
Engineering Manager, State Estimation
San Francisco, CA · On-site
$220K - $270K/yr
... convex optimization. * Deep understanding of filtering algorithms (e.g., Kalman, particle filters) and optimization-based methods (e.g., nonlinear least squares). * Familiarity with camera geometry ...
Engineering Manager, State Estimation
San Francisco, CA · On-site
$220K - $270K/yr
... convex optimization. * Deep understanding of filtering algorithms (e.g., Kalman, particle filters) and optimization-based methods (e.g., nonlinear least squares). * Familiarity with camera geometry ...
Embedded Software Engineer (Data Platform), Autonomy
South San Francisco, CA · On-site
$175K - $210K/yr
Build real-time trajectory generation and decision-making for autonomous flight (search-based, sampling, MPC, convex/non-convex optimization). * Design collision avoidance and large-scale multi-agent ...
Quick apply
Embedded Software Engineer (Data Platform), Autonomy
South San Francisco, CA · On-site
$175K - $210K/yr
Build real-time trajectory generation and decision-making for autonomous flight (search-based, sampling, MPC, convex/non-convex optimization). * Design collision avoidance and large-scale multi-agent ...
Sr. Engineer, Advanced Process Controls
$82K - $108K/yr
You can help connect the unconnected, drive the future of automobiles, transform at-home ... Foundation in numerical optimization (LP, NLP, MILP, convex optimization) and ability to formulate ...
Sr. Engineer, Advanced Process Controls
$82K - $108K/yr
You can help connect the unconnected, drive the future of automobiles, transform at-home ... Foundation in numerical optimization (LP, NLP, MILP, convex optimization) and ability to formulate ...
Sr. Engineer, Advanced Process Controls
$82K - $108K/yr
You can help connect the unconnected, drive the future of automobiles, transform at-home ... Foundation in numerical optimization (LP, NLP, MILP, convex optimization) and ability to formulate ...
Sr. Engineer, Advanced Process Controls
$82K - $108K/yr
You can help connect the unconnected, drive the future of automobiles, transform at-home ... Foundation in numerical optimization (LP, NLP, MILP, convex optimization) and ability to formulate ...
Sr. Engineer, Advanced Process Controls
Painted Post, NY · On-site
$82K - $108K/yr
You can help connect the unconnected, drive the future of automobiles, transform at-home ... Foundation in numerical optimization (LP, NLP, MILP, convex optimization) and ability to formulate ...
Sr. Engineer, Advanced Process Controls
Painted Post, NY · On-site
$82K - $108K/yr
You can help connect the unconnected, drive the future of automobiles, transform at-home ... Foundation in numerical optimization (LP, NLP, MILP, convex optimization) and ability to formulate ...
Senior Motion Planning Software Engineer - Zip
South San Francisco, CA · On-site
$200K - $245K/yr
Build real-time trajectory generation and decision-making for autonomous flight (search-based, sampling, MPC, convex/non-convex optimization). * Design collision avoidance and large-scale multi-agent ...
Quick apply
Senior Motion Planning Software Engineer - Zip
South San Francisco, CA · On-site
$200K - $245K/yr
Build real-time trajectory generation and decision-making for autonomous flight (search-based, sampling, MPC, convex/non-convex optimization). * Design collision avoidance and large-scale multi-agent ...
Research Intern - Deep Learning
Fremont, CA · On-site
$7.0K - $10K/mo
Experience in convex optimization, computational geometry or linear algebra. * Experience in GPU ... This position is rolling based and it can start any time. * This position is fully onsite in ...
Research Intern - Deep Learning
Fremont, CA · On-site
$7.0K - $10K/mo
Experience in convex optimization, computational geometry or linear algebra. * Experience in GPU ... This position is rolling based and it can start any time. * This position is fully onsite in ...
Research Intern - Deep Learning
Fremont, CA · On-site
$7.0K - $10K/mo
Experience in convex optimization, computational geometry or linear algebra. * Experience in GPU ... This position is rolling based and it can start any time. * This position is fully onsite in ...
Quick apply
Research Intern - Deep Learning
Fremont, CA · On-site
$7.0K - $10K/mo
Experience in convex optimization, computational geometry or linear algebra. * Experience in GPU ... This position is rolling based and it can start any time. * This position is fully onsite in ...
Build real-time trajectory generation and decision-making for autonomous flight (search-based, sampling, MPC, convex/non-convex optimization). * Tackle joint optimization across safety, energy, time ...
Quick apply
Build real-time trajectory generation and decision-making for autonomous flight (search-based, sampling, MPC, convex/non-convex optimization). * Tackle joint optimization across safety, energy, time ...
Software Engineer (Starlink Mobile)
$155K - $185K/yr
... or convex optimization * Developed, debugged, and deployed software that has been used in real ... vary based on the following considerations: job-related knowledge and skills, education, and ...
Software Engineer (Starlink Mobile)
$155K - $185K/yr
... or convex optimization * Developed, debugged, and deployed software that has been used in real ... vary based on the following considerations: job-related knowledge and skills, education, and ...
Autonomy Engineer (I-III)
Denver, CO · On-site
$85K - $215K/yr
Deep technical expertise in one or more of the following: convex optimization, dynamic programming ... Candidates must be based in or able to commute to our Denver or Long Beach office daily. * Work ...
Autonomy Engineer (I-III)
Denver, CO · On-site
$85K - $215K/yr
Deep technical expertise in one or more of the following: convex optimization, dynamic programming ... Candidates must be based in or able to commute to our Denver or Long Beach office daily. * Work ...
Solid understanding of signal processing, control theory, and/or convex optimization. * Experience ... The expected base pay range for this role may be modified based on market conditions. Additional ...
Solid understanding of signal processing, control theory, and/or convex optimization. * Experience ... The expected base pay range for this role may be modified based on market conditions. Additional ...
Scale a Global Brand. \n \n \n \n \n \n Virtual Coworker is hiring an SEO Specialist to take full ... service\-based businesses \n \n \n Understand high\-ticket lead generation \n \n \n Think ...
Scale a Global Brand. \n \n \n \n \n \n Virtual Coworker is hiring an SEO Specialist to take full ... service\-based businesses \n \n \n Understand high\-ticket lead generation \n \n \n Think ...
Home Based Primary Care Nurse Practitioner Bend is a city in Central Oregon and the county seat of ... Develops and implements an individualized plan to achieve optimal population health and disease ...
Home Based Primary Care Nurse Practitioner Bend is a city in Central Oregon and the county seat of ... Develops and implements an individualized plan to achieve optimal population health and disease ...
Research Intern - Deep Learning
$7.0K - $10K/mo
Experience in convex optimization, computational geometry or linear algebra. * Experience in GPU ... This position is rolling based and it can start any time. * This position is fully onsite in ...
Research Intern - Deep Learning
$7.0K - $10K/mo
Experience in convex optimization, computational geometry or linear algebra. * Experience in GPU ... This position is rolling based and it can start any time. * This position is fully onsite in ...
Solid understanding of signal processing, control theory, and/or convex optimization. * Experience ... The expected base pay range for this role may be modified based on market conditions. Additional ...
Solid understanding of signal processing, control theory, and/or convex optimization. * Experience ... The expected base pay range for this role may be modified based on market conditions. Additional ...
Autonomy Engineer (I-III) with Security Clearance
$85K - $215K/yr
Deep technical expertise in one or more of the following: convex optimization, dynamic programming ... Candidates must be based in or able to commute to our Denver or Long Beach office daily. * Work ...
Autonomy Engineer (I-III) with Security Clearance
$85K - $215K/yr
Deep technical expertise in one or more of the following: convex optimization, dynamic programming ... Candidates must be based in or able to commute to our Denver or Long Beach office daily. * Work ...
Software Engineer (Starlink Mobile)
Redmond, WA · On-site
$145K - $175K/yr
... or convex optimization * Developed, debugged, and deployed software that has been used in real ... vary based on the following considerations: job-related knowledge and skills, education, and ...
Software Engineer (Starlink Mobile)
Redmond, WA · On-site
$145K - $175K/yr
... or convex optimization * Developed, debugged, and deployed software that has been used in real ... vary based on the following considerations: job-related knowledge and skills, education, and ...
Home Based Convex Optimization information
See salary details
$16K - $23.8K
3% of jobs
$23.8K - $31.6K
6% of jobs
$35.1K is the 25th percentile. Wages below this are outliers.
$31.6K - $39.5K
34% of jobs
$39.5K - $47.3K
2% of jobs
The median wage is $50K / yr.
$47.3K - $55.1K
11% of jobs
$55.1K - $62.9K
14% of jobs
$67.1K is the 75th percentile. Wages above this are outliers.
$62.9K - $70.7K
8% of jobs
$70.7K - $78.5K
5% of jobs
$78.5K - $86.4K
13% of jobs
$86.4K - $94.2K
1% of jobs
$94.2K - $102K
2% of jobs
$16K
$55.8K
$102K
How much do home based convex optimization jobs pay per year?
What are the key skills and qualifications needed to thrive as a Home-Based Convex Optimization Specialist, and why are they important?
What are some common challenges faced by professionals working in home-based convex optimization roles, and how can they be addressed?
What is the difference between Home Based Convex Optimization vs Data Scientist?
| Aspect | Home Based Convex Optimization | Data Scientist |
|---|---|---|
| Required Credentials | Mathematics, Optimization, Computer Science degrees | Statistics, Mathematics, Computer Science degrees |
| Work Environment | Remote, independent work on optimization problems | Remote or office, analyzing data and building models |
| Industry Usage | Finance, tech, research institutions | Tech, finance, healthcare, marketing |
Home Based Convex Optimization specialists focus on solving mathematical optimization problems remotely, often within research or technical roles. Data Scientists analyze data to extract insights and build predictive models. While both roles require strong analytical skills and related credentials, their core tasks differ: one emphasizes mathematical problem-solving, the other data analysis. They are often searched together due to overlapping skills and remote work options.
What is a Home Based Convex Optimization job?
Full-time
Medical, Retirement, PTO
Posted 26 days ago
Job description
About Ovative Group:
Ovative Group is an independent, full-funnel media, measurement, and creative firm. Leveraging our deep industry expertise, we help brands like Best Buy, Domino's, American Eagle, The Home Depot, Post, Disney, Tumi, Michael Kors, Boost Mobile, and UnitedHealth Group transform their media and measurement programs. The result? Profitable growth that speaks for itself.
At Ovative, we don't just track data, we redefine success. How do we do it? Our proprietary MarTech platform, EMRge helps businesses transform marketing into a driver of sustainable growth. Powered by Enterprise Marketing Return (EMR), our differentiated approach to holistic media buying, planning, and measurement, EMRge is the first MarTech platform to measure businesses holistically. We're all about raising the bar every day, and it shows. Our work has been recognized by organizations like Digiday, Google, Inc. 5000, USA Today, and Search Engine Land.
About the Role:
As the Senior Data Scientist, you will play a key role in:
Developing advanced marketing measurement and modeling capabilities(e.g., MMM, Forecasting)that unlock our company vision to transform the measure of marketing success. You will be at the forefront of developing and delivering differentiated AI-assisted marketing data science and measurement solutions focused on maximizing profitable enterprise revenue and customer value for our clients.
Partnering with driven, solution-minded experts, business leaders, analysts, and scientists atOvativein engaging with clients, and defining approaches and road maps for solutions to client problems.
Technical mentoring of junior data scientists across modeling approaches, experimental design, and code quality - building depth in the quantitative methods that power our measurement and modeling products.
Working with technology leaders, product owners, and engineers to convert novel solutions developed into scalable new services and product offerings atOvative.
Partnering with a larger Measurement & Modeling Development DS team toinform product roadmap priorities and emerging industry DS methodologies.
Being a part of an inclusive culture that inspires and motivates the team and attracts new, diverse technical talent to the organization.
Responsibilities of a Sr. Data Scientist- Measurement & Modeling Development:
Lead technical data science contributorina high-performance multi-disciplinary teamcomprisingdata science, data engineering, and full stack members, responsible for your team's productivity, operational excellence, and business impact.
Drive technical advancement across measurement and modeling products -co-owning model architecture,methodology, and feature developmentacrossaspects of workfrom POCthrough production-ready deployment.
Partner closely with Engineering and Product Management to scale your team's innovative measurement and modeling solutions into product and service offerings.
Contribute toproduct development cycles within an agile environment, including sprint planning, backlog refinement, and translating research outputs into scalable, maintainable product features.
Provide mentoring, training, and other opportunities for effective technical development of data scientists.
Assistwith technical parts of business development as needed, including RFP response, sales, and conference presentations using AIassistancewhere applicable.
Build strong relationships across the organization to understand internal stakeholder needs for trusted data science support.
Requirements:
3+years of hands-on experiencein data science or a related quantitative field, with a strongtrack recordof delivering business value through technical innovation.
Experience contributing to product-centric data science teams, including working within agile developmentcyclesand translating research outputs into scalable, maintainable product features.
Expertiseinmachine learning, advanced statistical modeling, and optimization algorithms, with hands-on experience in the areas listed below.
Demonstratedexpertisein object-oriented programming in Python and statistical programming in R, with industry best practices in writing scalable and maintainable code.
Bayesian /Media Mix Modeling (MMM) experience.
Experience with time-series modeling and/or forecasting methods.
Expertise withlinear algebra and advanced statistical modeling.
Preferred Technical Qualifications:
Hands-on experience with optimization solvers (e.g.,Gurobi,Pyomo) and the underlying algorithm classes that power them, including gradient-based, convex, and greedymethod.
Experience with attribution modeling.
Applied experience integrating AI-assisted development practices into DS workflows, including code generation,methodologyexploration, and documentation.
Familiarity withcloud infrastructure and deployment practices(e.g., AWS/GCP/Azure),MLOpspipelines, and containerization.
Strong business acumen, especially within digital and traditional marketing domains; ability to translate data insights into clear strategic recommendations.
Excellent communicator: able to lead conversations with technical and non-technical stakeholders, including senior client partners and internal executives.
Demonstrated leadership and mentorship skills; able to think independently, guide junior team members, and influence cross-functional teams.
Preferred Programming and Data Environments:
Languages: Pythonand R
Tools: Git, Docker, Poetry, Azure
Data platforms:BigQuery, Databricks
Familiarity with cloud infrastructure and deployment practices (e.g., AWS/GCP/Azure),MLOpspipelines, and containerization.
Pay Transparency
AtOvative, we offer a transparent view into three core components of your total compensation package: Base Salary, Annual Bonus, and Benefits. The salary range for this position below is inclusive of an annual bonus.Actual offers are made with consideration for relevant experience andanticipatedimpact.Additionalbenefits information is provided below.
For ourSr. Data Scientistpositions, our compensation ranges from $90,000to $132,000, which is inclusive of a 20% bonus.
Benefits of Working at Ovative Group:
We provide strong, competitive, holistic benefits that understand the importance of your life inside and out of work.
Culture:
Culture matters and we've been recognized as a Top Workplace for tenyears running because of it. We demand trust and transparency from each other. We believe in doing the hard and complicated work others put off. We're open in communication and floor plan. We're flat - our interns sit next to VPs, our analysts work closely with senior leaders, and our CEO interacts with every single person daily. Put together, these elements help foster an environment where smart people can support each other in performing to their highest potential.
Ovative is committed to fostering an inclusive environment where everyone can participate and thrive. We do not tolerate discrimination of any kind, including on the basis of race, sexual orientation, gender identity, or gender expression. Our policies reflect this commitment-for example, our medical leave benefits are inclusive of same-sex partners, ensuring equitable care and support for all families.
Compensation and Insurance:
We strive to hire and retain the best talent. Paying fair, competitive compensation, with a large bonus incentive, and phenomenal health insurance is an important part of this mix.
We're rewarded fairly and when the company performs well, we all benefit.
Tangible amenities we enjoy:
Access to all office spaces in MSP, NYC, and CHI
Frequent, paid travel to our Minneapolis headquarters for company events, team events, and in-person collaboration with teams
Generous paid vacation policy
401k match program
Top-notch health insurance options, inclusive of same sex partners
Family formation benefits including reimbursement options for fertility, pregnancy, and parenting needs
Monthly stipend for your mobile phone and data plan
Sabbatical program
Charitable giving via our time and a financial match program
Shenanigan's Day
Working at Ovative won't be easy, but if you like getting your hands dirty, driving results, and being surrounded by the best talent, it'll be the most rewarding job you'll ever have. If you think you can make us better, we want to hear from you!
About Ovative Group
Sourced by ZipRecruiter
Industry
Marketing
Company size
201 - 500 Employees
Headquarters location
Minneapolis, MN, US
Year founded
2009